/* Genel yazı tipi ve sayfa ayarları */
body {
  font-family: 'Merriweather', 'Georgia', serif; /* Serif yazı tipi */
  font-size: 16px;
  background-color: #fff8f0; /* Daha açık turuncu arka plan */
  color: #4a1a1a; /* Koyu kırmızımsı kahverengi metin */
}
/* Başlıklar */
h1, h2, h3 {
  color: #d32f2f; /* Koyu kırmızı başlıklar */
  font-weight: bold;
  text-transform: uppercase;
  font-family: 'Open Sans', sans-serif; /* Başlıklara modern ve net sans-serif yazı tipi */
}
/* İçindekiler tablosu */
.tocify {
  background-color: #ffab91; /* Daha açık turuncu içindekiler tablosu */
  border-radius: 5px;
  padding: 10px;
  font-family: 'Open Sans', sans-serif;
}
/* Kod bloklarının (chunk) arka planı */
pre {
  background-color: #ffebd6 !important; /* Daha açık turuncu kod arka planı */
  color: #b71c1c !important; /* Koyu kırmızı kod yazısı */
  padding: 12px;
  border-radius: 8px;
  font-family: 'Fira Code', 'Courier New', Courier, monospace;
}
/* Inline kodlar */
code {
  background-color: #ffe0cc;
  color: #bf360c;
  padding: 3px 6px;
  border-radius: 4px;
}
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img, .figure {
  border: 2px solid #d32f2f; /* Kırmızı çerçeve */
  border-radius: 10px;
  padding: 5px;
}

0.0.1 R KODLAR

library(dplyr)
library(psych)
library(ggplot2)
library(tidyr)
library(tidyverse)
library(QuantPsyc)
library(EFAtools)
library(EFA.MRFA)
library(EFA.dimensions)
library(knitr)
library(data.table)
library(lavaan)
library(lavaanPlot)
library(devtools)
library(DT)
library(tibble)
library(EFAfactors)
library(outliers)
library(foreign)
library(haven)
library(highr)
library(corrplot)
library(semptools)
library(semTools)
library(sur)
library(gtools)
library(irtoys)
library(kableExtra)
library(lattice)
library(ggfortify)
library(latticeExtra)
library(plotly)
library(flextable)
library(purrr)
library(rgl)
library(olsrr)
library(scatterplot3d)
library(broom)
library(GGally)

1 Veri Seti

USA <- read_sav("C:/Users/User/Desktop/PISA_USA_2019.sav")
USA <- expss::drop_var_labs(USA)
head(USA)

Kayıp verilerden kurtulmak için hepsine ortalama atama:

PISA <- as.data.frame(lapply(USA, function(x) {
  if (is.numeric(x)) {
    x[is.na(x)] <- mean(x, na.rm = TRUE)}
  return(x)}))
head(PISA)

pv_vars <- paste0("PV", 1:10, "MATH")
PISA$PVMATH_MEAN <- rowMeans(PISA[, pv_vars], na.rm = TRUE)

pv_vars_2 <- paste0("PV", 1:10, "READ")
PISA$PVREAD_MEAN <- rowMeans(PISA[, pv_vars_2], na.rm = TRUE)

pv_vars_3 <- paste0("PV", 1:10, "SCIE")
PISA$PVSCIE_MEAN <- rowMeans(PISA[, pv_vars_3], na.rm = TRUE)

variable_names <- data.frame(Index = seq_along(names(PISA)), Variable_Name = names(PISA))
datatable(variable_names, caption = "PISA Veri Setindeki Degiskenler")

describe_df <- psych::describe(PISA)

describe_df[] <- lapply(describe_df, function(x) {
  if (is.numeric(x)) round(x, 3) else x})

DT::datatable(describe_df, caption = "PISA Veri Seti Icin Tanımlayıcı Istatistikler")

2 YENI DATA

data <- PISA[, c("HEDRES", "MISCED", "FISCED", "PARED", "BSMJ", "HOMEPOS", "ATTLNACT", "RESILIENCE", "METASUM", "PISADIFF", "BEINGBULLIED", "INTICT", "USESCH", "ESCS", "PVMATH_MEAN", "PVREAD_MEAN", "PVSCIE_MEAN")]
head(data)

describe_df_3 <- psych::describe(data)

describe_df_3[] <- lapply(describe_df_3, function(x) {
  if (is.numeric(x)) round(x, 3) else x})

DT::datatable(describe_df_3, caption = "data Veri Seti Icin Tanımlayıcı Istatistikler")

2.1 Korelasyon Değerleri (DENEMELER)

2.1.0.1 PVMATH_MEAN ile MISCED

PVMATH_MEAN: Öğrencilerin matematik performansına ilişkin ortalama puanı.
MISCED: Ailenin sosyoekonomik durumu bağlamında annenin eğitim düzeyi.

cor_data_1 <- cor.test(~ PVMATH_MEAN + MISCED, data = data)

tidy(cor_data_1) %>%
  kable(digits = 3, caption = "PVMATH_MEAN ile MISCED Arasindaki Korelasyon Sonuclari") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = F, position = "center")

PVMATH_MEAN ile MISCED Arasindaki Korelasyon Sonuclari
estimate	statistic	p.value	parameter	conf.low	conf.high	method	alternative
0.231	16.501	0	4836	0.204	0.257	Pearson’s product-moment correlation	two.sided

YORUM:
- Korelasyon Katsayısı (r) = 0.231 → Pozitif ve ZAYIF düzeyde
- t Değeri = 13.501 → YÜKSEK ve istatistiksel anlamlılık
- P Değeri = 0 → ÇOK MANİDAR, H₀ (korelasyon yok) - RED edilir.
- Güven Aralığı (%95) = [0.204 - 0.257] → Gerçek korelasyon katsayısı bu aralıkta olabilir.
Yani: Annenin eğitim düzeyi arttıkça → öğrencinin matematik başarısı da artma eğilimindedir.
- Ancak korelasyon zayıf olduğundan, → bu etki tek başına güçlü bir belirleyici DEĞİLdir.

cor_data_1.2 <- cor.test(~ PVMATH_MEAN + MISCED, data = data)
tidy(cor_data_1.2)[,c(1,3)]  %>% kable(digit=3) %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = F, position = "center")

estimate	p.value
0.231	0

2.1.0.2 PVMATH_MEAN ile ESCS

PVMATH_MEAN: Öğrencilerin matematik performansına ilişkin ortalama puanı.
ESCS: Sosyoekonomik statü indeksi.

cor_data_2 <- cor.test(~ PVMATH_MEAN + ESCS, data = data)

tidy(cor_data_2) %>%
  kable(digits = 3, caption = "PVMATH_MEAN ile ESCS Arasindaki Korelasyon Sonuclari") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = F, position = "center")

PVMATH_MEAN ile ESCS Arasindaki Korelasyon Sonuclari
estimate	statistic	p.value	parameter	conf.low	conf.high	method	alternative
0.41	31.285	0	4836	0.387	0.433	Pearson’s product-moment correlation	two.sided

YORUM:
- Korelasyon Katsayısı (r) = 0.41 → Pozitif ve ORTA düzeyde
- t Değeri = 31.285 → ÇOK YÜKSEK ve istatistiksel anlamlılık
- P Değeri = 0 → ÇOK MANİDAR, H₀ (korelasyon yok) - RED edilir.
- Güven Aralığı (%95) = [0.387 - 0.433] → Gerçek korelasyon katsayısı bu aralıkta olabilir.
Yani: ESCS arttıkça (yani sosyoekonomik statü yükseldikçe), → öğrencinin matematik performansının da artma eğiliminde olduğu görülmektedir.

2.1.0.3 MISCED ile ESCS

MISCED: Ailenin sosyoekonomik durumu bağlamında annenin eğitim düzeyi.
ESCS: Sosyoekonomik statü indeksi.

cor_data_3 <- cor.test(~ MISCED + ESCS, data = data)

tidy(cor_data_3) %>%
  kable(digits = 3, caption = "MISCED ile ESCS Arasindaki Korelasyon Sonuclari") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = F, position = "center")

MISCED ile ESCS Arasindaki Korelasyon Sonuclari
estimate	statistic	p.value	parameter	conf.low	conf.high	method	alternative
0.711	70.325	0	4836	0.697	0.725	Pearson’s product-moment correlation	two.sided

YORUM:
- Korelasyon Katsayısı (r) = 0.711 → Pozitif ve GÜÇLÜ düzeyde
- t Değeri = 70.325 → ÇOK YÜKSEK ve istatistiksel anlamlılık
- P Değeri = 0 → ÇOK MANİDAR, H₀ (korelasyon yok) - RED edilir.
- Güven Aralığı (%95) = [0.697 - 0.725] → Gerçek korelasyon katsayısı bu aralıkta olabilir.
Yani: Annenin eğitim düzeyi arttıkça, → öğrencinin ait olduğu sosyoekonomik statü de yükselme eğilimindedir.

cor_summary <- tribble(
  ~`Degisken Cifti`,                ~`Korelasyon (r)`,    ~`Guc`,      ~`Yorum`,
  "MISCED – ESCS",                 0.711,                 "Güçlü",    "ESCS ile en güçlü ilişki",
  "PVMATH_MEAN – ESCS",            0.410,                 "Orta",     "Sosyoekonomik statü arttıkça başarı artıyor",
  "PVMATH_MEAN – MISCED",          0.231,                 "Zayıf",    "Annenin eğitimi başarıyı etkiliyor, ama dolaylı olarak"
)
cor_summary %>%
  kable(digits = 3, caption = "Korelasyon Sonuclarinin Genel Degerlendirmesi") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = F, position = "center") %>%
  row_spec(0, bold = TRUE, background = "#f0f0f0")

Korelasyon Sonuclarinin Genel Degerlendirmesi
Degisken Cifti	Korelasyon (r)	Guc	Yorum
MISCED – ESCS	0.711	Güçlü	ESCS ile en güçlü ilişki
PVMATH_MEAN – ESCS	0.410	Orta	Sosyoekonomik statü arttıkça başarı artıyor
PVMATH_MEAN – MISCED	0.231	Zayıf	Annenin eğitimi başarıyı etkiliyor, ama dolaylı olarak

2.2 İlişki Grafiği

MISCED → 2
ESCS → 14
PVMATH_MEAN → 15
- Bu nedenle [data_subset] oluşturulmaktadır.

data_subset <- data[, c(2, 14, 15)]

GGally::ggpairs(data_subset)

Sosyoekonomik statü (ESCS), → hem annenin eğitimiyle (MISCED) hem de öğrencinin matematik başarısıyla (PVMATH_MEAN) ilişkili.
Ancak MISCED’in başarı üzerindeki doğrudan etkisi, → ESCS üzerinden dolaylı olarak daha kuvvetli olabilir.
Bu nedenle, ESCS aracı değişken (mediator) gibi davranıyor olabilir.

2.3 3D Grafik:

scatterplot3d::scatterplot3d(data_subset,
              pch = 16, color="pink", angle=75)

MISCED arttıkça → ESCS de artıyor: Bu, daha önceki korelasyon analizinde gördüğümüz gibi güçlü pozitif ilişkiyi 3D olarak da görsel olarak doğruluyor.
ESCS arttıkça PVMATH_MEAN da artma eğiliminde: → Yukarı doğru yükselen bir yapı var.
MISCED ile PVMATH_MEAN arasında ise → daha zayıf ama yine de pozitif bir yönelim var.

scatterplot3d::scatterplot3d(data_subset,
                             pch = 16, color = "steelblue", angle = 65, grid = TRUE,  box = TRUE,
                             xlab = "MISCED (Anne Eğitimi)", ylab = "ESCS (Sosyoekonomik Statü)", zlab = "PVMATH_MEAN (Matematik Başarısı)")

Bu grafik, → MISCED → ESCS → PVMATH_MEAN şeklinde doğrudan ve dolaylı etkilerin birlikte görülebileceği bir yapıyı ortaya koyuyor.
Özellikle ESCS → bu ilişkide merkezi bir değişken gibi davranıyor.

scatterplot3d::scatterplot3d(data_subset,
              pch = 16, color="purple", angle=75, box = FALSE, type = "h")

MISCED kategorikmiş gibi dağılıyor (belli aralıklarda kümelenmiş → genelde puanlanmış sistemlerde olur).
PVMATH_MEAN değeri arttıkça, bu yükselme genelde daha yüksek ESCS değerleriyle birlikte gerçekleşiyor.
Görselde, yüksek başarıların daha çok yüksek MISCED ve ESCS değerlerinde kümelendiği görülüyor.

scatterplot3d::scatterplot3d(data_subset,
                             pch = 16, color = "purple", angle = 75,  box = FALSE, type = "h",
                             xlab = "MISCED (Anne Eğitimi)", ylab = "ESCS (Sosyoekonomik Statü)", zlab = "PVMATH_MEAN (Matematik Başarısı)")

Eğer istatistiksel olarak düzlemle bu 3 değişkenin ilişkisini göstermek için → scatterplot3d içine regresyon düzlemi ekleme:

model <- lm(PVMATH_MEAN ~ MISCED + ESCS, data = data_subset)
s3d <- scatterplot3d::scatterplot3d(data_subset, type = "h", pch = 16)
s3d$plane3d(model)

rgl::plot3d(data$PVMATH_MEAN, data$MISCED, data$ESCS,
            xlab = "MATH", ylab = "MISCED", zlab= "ESCS", type = "s", size = 1.5, col = "red")
rglwidget()

Noktalar büyük oranda bir elipsoidal yoğunluk içinde toplanmış → üç değişkenin birbiriyle ilişkili olduğunu gösteriyor.
MATH puanı arttıkça, genelde MISCED ve ESCS değerlerinde de yükselme eğilimi görülüyor.
3 boyutta anlamlı bir yapı mevcut → bu da çoklu regresyon gibi modeller için güzel bir zemin hazırlar.
type = “s”: Noktalar küre şeklinde çizilmiş, bu da görselliği güçlendiriyor.
size = 1.5: Noktaların boyutu artırılmış, iyi bir seçim.
col = “red”: Dikkat çekici ve yoğunluğu iyi gösteriyor.
rglwidget(): Grafik interaktif olarak döndürülüp incelenebilsin diye gerekli.

2.4 Çoklu Korelasyon Katsayısı

\(R^2\) değeri → çoklu korelasyon katsayısı (multiple correlation coefficient) olup bağımlı değişkenin gözlenen değerleri ile bağımsız değişkenlerin en iyi doğrusal kombinasyonu arasındaki korelasyondur.
En iyi doğrusal kombinasyon, → bağımlı değişkenin bağımsız değişkenlerden yordanmasında, daha iyi bir iş yapacak regresyon katsayıları kümesi olmadığı anlamına gelir.

model_data_1 <- lm(PVMATH_MEAN ~ MISCED + ESCS, data = data)
sqrt(glance(model_data_1)[,1])

R değeri → bağımlı değişkenin gözlenen ve yordanan değerleri arasındaki korelasyondur.
Bağımlı değişkenin yordanan değerinin → bağımlı değişkenin gözlenen değerine mümkün olduğunca YAKIN olmasını gerektiren en küçük kareler kriterinden dolayı → bağımlı değişkenin gözlenen ve yordanan değerleri arasındaki korelasyon → EKSİ değerler alaMAZ.
- Dolayısıyla çoklu korelasyon katsayısı → 0 ile 1 arasında değişir.
R² (r.squared) = 0.419 → Bu modelde, MISCED ve ESCS birlikte, PVMATH_MEAN değişkenindeki toplam varyansın yaklaşık %42’sini açıklıyor.
√R² = √0.419 ≈ 0.6476 → Matematik başarısının %64.8 oranında MISCED ve ESCS ile doğrusal ilişki içinde olduğunu gösteriyor.

2.5 Belirlilik Katsayısı

model_data_1 <- lm(PVMATH_MEAN ~ MISCED + ESCS, data = data)
glance(model_data_1)[,1]

Bu sonuç, MISCED (annenin eğitim düzeyi) ve ESCS (sosyoekonomik statü) değişkenlerinin birlikte, → PVMATH_MEAN değişkenindeki toplam varyansın sadece %17.6’sını açıkladığını gösteriyor.
Modelin açıklayıcılığı DÜŞÜKtür. → Matematik başarısının büyük kısmı bu iki değişkenle AÇIKLANAMIYOR olabilir.

glance(model_data_1)[,2]

Adjusted R² (adj.r.squared): 0.1755
Yani: Bağımsız değişkenlerin (MISCED ve ESCS) PVMATH_MEAN (matematik başarı puanı) üzerindeki toplam varyansı açıklama gücü → yaklaşık %17.6.
Adjusted R², → klasik R²’den farklı olarak → modele gereksiz değişken eklendiğinde ceza verir.
- Eğer eklenen değişken modele anlamlı katkı yapmıyorsa, → adj. R² artmaz; → hatta düşebilir.

2.6 Kestirimin Standart Hatası

Kestirimin standart hatası (standard error of the estimation), modeldeki artıkların karelerinin toplamının, → \(n−p\) (n örneklem büyüklüğü ve p modeldeki parametrelerin sayısı) ile bölünmesiyle elde edilen → bölümün kareköküdür.

res <- model_data_1$residuals

sqrt(sum((res - mean(res)) ^ 2 / (length(res)-3)))

## [1] 78.52145

Sigma (residual standard error) = 78.52
Bu değer, modelin tahmin ettiği PVMATH_MEAN ile gerçek gözlem değerleri arasındaki farkların (residual’ların) ortalama sapma miktarını gösterir.
- Yani: Modelin matematik başarı puanındaki tahmin hatası ortalama ±78 puan civarındadır.

glance(model_data_1)[,3]

ÖRNEK: Eğer puanların genel aralığı → 0–1000 civarındaysa, → 78 puanlık hata:
- Orta düzeyde bir sapma sayılabilir.
- Daha iyi modellerde → bu değerin → daha düşük olması beklenir.

2.7 Model Veri Uyumu

Modelin veriye iyi uyup uymadığının test edilmesinde kullanılacak → F değeri → varyans analizi sonucunda elde edilir.

glance(model_data_1)[, 4:6] %>%
  kable(digits = 3, caption = "Modelin Anlamlilik Degerleri") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = F, position = "center") %>%
  row_spec(0, bold = TRUE, background = "#f2f2f2")

Modelin Anlamlilik Degerleri
statistic	p.value	df
515.674	0	2

F istatistiği → 515.674 değerine eşittir ve istatistiğe ilişkin p < 0.001.
- Bu olasılık 0.05’ten küçük olduğundan, → sıfır hipotezi reddedilir.
- Bu sonuç motivasyon ve kaygı değişkenlerinin ikisi birlikte kullanıldığında, → çoklu korelasyon katsayısının MANİDAR olarak sıfırdan büyük olduğunu ifade etmektedir.
- Diğer bir ifadeyle, → MISCED ve ESCS değişkenleri PVMATH_MEAN istatistiksel olarak MANİDAR bir şekilde yordamaktadır.
- Regresyon modeli → veriye iyi uyum sağlamaktadır.
Model sonuçları:

tidy(model_data_1) %>%
  dplyr::rename(
    Katsayı = estimate,
    `Standart Hata` = std.error,
    `t Değeri` = statistic,
    `p Değeri` = p.value,
    Değişken = term) %>%
  kable(digits = 3, caption = "Regresyon Modeli Katsayilari") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = F, position = "center") %>%
  row_spec(0, bold = TRUE, background = "#f0f0f0")

Regresyon Modeli Katsayilari
Değişken	Katsayı	Standart Hata	t Değeri
(Intercept)	505.339	5.289	95.537
MISCED	-7.363	1.111	-6.628
ESCS	42.852	1.598	26.808

Intercept (Kesişim / Sabit): 505.339
- Bağımsız değişkenler (MISCED ve ESCS) sıfır olduğunda → beklenen PVMATH_MEAN puanı yaklaşık 505’tir.
- Tek başına pek yorumlanmaz ama modelin temel düzeyini verir.
MISCED (Annenin eğitim düzeyi): -7.363
- Bu oldukça ilginç ve beklenmedik: katsayı NEGATİF!!!
- Anlamı: Annenin eğitim düzeyi 1 birim arttığında, → PVMATH_MEAN puanı ortalama 7.36 puan düşüyor.
- t = -6.628 ve p < 0.001 → Bu etki istatistiksel olarak MANİDAR
- Ancak bu sonuç ESCS kontrol edildiğinde geçerlidir → yani annenin eğitimi arttıkça, → sabit ESCS altında başarı düşebilir.
  - Bu, değişkenler arasında ilişki (collinearity) olduğunu düşündürebilir.
ESCS (Sosyoekonomik Statü): 42.852
- ESCS arttıkça, → PVMATH_MEAN puanı da artıyor: → 1 birimlik artışta ortalama 42.85 puanlık artış.
- Bu etkisi pozitif, güçlü ve çok manidar → (t = 26.8, p < 0.001).
- Bu, ESCS’nin matematik başarısını açıklamada → önemli bir faktör olduğunu gösteriyor.
GENEL:
- Modelde her iki değişken de manidar, → ancak MISCED’in negatif etkisi dikkat çekici.
- ESCS çok güçlü bir açıklayıcı; MISCED ile birlikte modele girince NEGATİF yönde etki etmiş olabilir.
  - Bu durum çoklu doğrusal bağlantı (multicollinearity) olabilir.
- Bunu görmek için → cor(MISCED, ESCS) veya vif() (variance inflation factor) gibi analizler yapılabilir.

2.7.1 ESCS Sabit Tutulması

PVMATH_MEAN sadece ESCS’den yordandığı basit regresyon analizi gerçekleştirilirse, yordanan puanlar ve gözlenen puanlar arasındaki fark (artıkPER1), PVMATH_MEAN’nin ESCS’den yordanamayan kısmı olacaktır.

artikPER1 <- lm(PVMATH_MEAN ~  ESCS, data = data)$residuals

artikPER1: ESCS etkisi kontrol edildikten → sonra → matematik başarısında kalan varyans (yani ESCS’ten bağımsız başarı).

artikMISCED <- lm(MISCED  ~  ESCS, data = data)$residuals

artikMISCED: ESCS etkisi kontrol edildikten → sonra → MISCED (anne eğitimi) değişkeninde kalan varyans.
Bu adım, MISCED ile PVMATH_MEAN arasındaki → doğrudan ilişkiyi görmemizi sağlar, → ESCS’in etkisinden arıtılmış biçimde.

model_data_1_1 <- lm(artikPER1 ~ artikMISCED, data = data.frame(artikPER1, artikMISCED))
coef_df <- data.frame(
  Değişken = names(coef(model_data_1_1)),
  Katsayı = round(coef(model_data_1_1), 3))
coef_df %>%
  kable(caption = "Regresyon Katsayıları: artikPER1 ~ artikMISCED") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = F, position = "center")

Regresyon Katsayıları: artikPER1 ~ artikMISCED
	Değişken	Katsayı
(Intercept)	(Intercept)	0.000
artikMISCED	artikMISCED	-7.363

artikMISCED katsayısı: -7.363
- Bu, ESCS kontrol edildikten sonra, → MISCED’in matematik başarısı üzerindeki etkisinin hala → NEGATİF ve MANİDAR olduğunu gösteriyor.
Yani: Anne eğitim düzeyi arttıkça, → ESCS sabitken, → matematik başarısı azalma eğilimi gösteriyor.

2.7.2 MISCED Sabit Tutulması

PVMATH_MEAN sadece MISCED’den yordandığı basit regresyon analizi gerçekleştirilirse, yordanan puanlar ve gözlenen puanlar arasındaki fark (artıkPER2), PVMATH_MEAN’nin MISCED’den yordanamayan kısmı olacaktır.

artikPER2 <- lm(PVMATH_MEAN ~  MISCED, data = data)$residuals

artikPER2: MISCED etkisi kontrol edildikten → sonra → matematik başarısında kalan varyans (yani MISCED’ten bağımsız başarı).

artikESCS <- lm(ESCS  ~  MISCED, data = data)$residuals

artikESCS: MISCED etkisi kontrol edildikten → sonra → ESCS değişkeninde kalan varyans.
Bu adım, ESCS ile PVMATH_MEAN arasındaki → doğrudan ilişkiyi görmemizi sağlar, → MISCED’in etkisinden arıtılmış biçimde.

model_data_1_2 <- lm(artikPER2 ~ artikESCS, data = data.frame(artikPER2, artikESCS))
coef_df <- data.frame(
  Değişken = names(coef(model_data_1_2)),
  Katsayı = round(coef(model_data_1_2), 3))
coef_df %>%
  kable(caption = "Regresyon Katsayıları: artikPER2 ~ artikESCS") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = F, position = "center")

Regresyon Katsayıları: artikPER2 ~ artikESCS
	Değişken	Katsayı
(Intercept)	(Intercept)	0.000
artikESCS	artikESCS	42.852

artikESCS katsayısı: 42.852
- MISCED etkisi çıkartılmış olsa bile, → ESCS hâlâ PVMATH_MEAN üzerinde → pozitif ve güçlü bir etkiye sahip.
Yani: ESCS (sosyoekonomik statü), → bağımsız bir şekilde matematik başarısını açıklamaya devam ediyor.
Bu durum, ESCS’nin etkisinin:
- Doğrudan, → yani sadece MISCED yoluyla DEĞİL,
- Bağımsız ve manidar bir açıklayıcı olduğunu gösterir.
SONUÇ: Bu iki analiz birlikte şunu söylüyor:
- ESCS matematik başarısını → bağımsız olarak açıklar, → fakat MISCED (anne eğitimi), ESCS’ten bağımsız olarak olumsuz bir ilişki gösteriyor.
- Bu da aracılık etkisinin asimetrik olabileceğini ya da MISCED’in yalnız başına yeterli bir gösterge olMAyabileceğini düşündürür.

2.8 Regresyon Sabiti

Genel regresyon denkleminde sabit terim (B₀) şu şekilde hesaplanabilir:

\[ B_0 = M_Y - B_{Y12} \cdot M_1 - B_{Y21} \cdot M_2 \]
Bağımlı değişkenin ortalamasından, → bağımsız değişkenlerin ortalamalarının → ağırlıklı etkilerini → çıkarıyoruz.
ORTALAMALAR:
- MISCED = 4.716
- ESCS = 0.063
- PVMATH_MEAN = 473.312
\[ B_0 = 473.312 - (-7.363 \cdot 4.716) - (42.852 \cdot 0.063) \]

mean(data$PVMATH_MEAN)-
  model_data_1$coefficients[2]*mean(data$MISCED)-
  model_data_1$coefficients[3]*mean(data$ESCS)

##   MISCED 
## 505.3389

2.8.1 Standart Puanlar ile Regresyon

Çoklu regresyon eşitliğini elde etmeden önce → değişkenlerin her biri standartlaştırılırsa (değişkenlerin her birinin ortalaması 0, standart sapması 1 olacak şekilde ayarlanırsa), → sonuçlar standart sapma birimlerince ifade edilir.

lm.beta(model_data_1) %>% kable(digit=3)

	x
MISCED	-0.123
ESCS	0.498

data_std <- as.data.frame(scale(data[, c("PVMATH_MEAN", "MISCED", "ESCS")]))

model_std <- lm(PVMATH_MEAN ~ MISCED + ESCS, data = data_std)
summary(model_std)$coefficients %>%
  as.data.frame() %>%
  tibble::rownames_to_column("Değişken") %>%
  select(Değişken, Beta = Estimate) %>%
  kable(digits = 3, caption = "Standartlaştırılmış Beta Katsayıları") %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center",
    font_size = 14
  ) %>%
  row_spec(0, bold = TRUE, background = "#f0f0f0")

Standartlaştırılmış Beta Katsayıları
Değişken	Beta
(Intercept)	0.000
MISCED	-0.123
ESCS	0.498

1. Intercept (Sabit katsayı): 0.000
Tüm değişkenler standartlaştırıldığı için (z-puanları), sabit katsayının sıfır çıkması normaldir.
Yani: “Ortalama düzeyde MISCED ve ESCS” olduğunda, → modelin tahmin ettiği PVMATH_MEAN da ortalama olur → bu nedenle kesişim noktası 0.
2. MISCED (Annenin eğitim düzeyi): –0.123
Negatif beta değeri: Annenin eğitim düzeyi arttıkça, PVMATH_MEAN puanı düşme eğiliminde.
ESCS sabit tutulduğunda (yani sosyoekonomik statü kontrol altında), → MISCED’in ters yönlü ilişkisi ortaya çıkmış olabilir.
Bu, → değişkenler arasında çoklu bağlantı (multicollinearity) olabileceğini gösterir.
- Not: Tek başına MISCED’in etkisi değil, → diğer değişken SABİT iken etkisi bu.
3. ESCS (Sosyoekonomik Statü): +0.498
- Pozitif ve güçlü etki: ESCS yükseldikçe matematik başarı puanı da artıyor.
- Bu, modeldeki en BASKIN değişken gibi görünüyor çünkü:
  - Standartlaştırılmış beta = 0.498 → diğer değişkenlere göre etkisi DAHA BÜYÜK.
SONUÇ:
- ESCS, → matematik başarısı üzerinde EN MANİDAR ve EN GÜÇLÜ pozitif etkiye sahip.
- MISCED’in etkisi negatif ve zayıf, → bu da bazı örtük ilişkilerin veya dolaylı yolların olduğunu düşündürebilir.
- Bu değerler sayesinde → hangi değişkenin daha açıklayıcı olduğunu kolayca görülür.

2.9 Yordanan ve Artık Değerler

Öğrencilerin standartlaştırılmamış yordanan PVMATH_MEAN ve standartlaştırılmamış artıkları modelden çekilebilir.

data.frame(
  gercek = data$PVMATH_MEAN,
  yordanan = model_data_1$fitted.values,
  artik = model_data_1$residuals)

data.frame(
  Gerçek = data$PVMATH_MEAN,
  Yordanan = model_data_1$fitted.values,
  Artık = model_data_1$residuals) %>%
  round(3) %>%
  kable(caption = "Gerçek, Yordanan ve Artık Değerler Tablosu") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = FALSE, position = "center", font_size = 14)

Gerçek, Yordanan ve Artık Değerler Tablosu
Gerçek	Yordanan	Artık
512.712	447.906	64.806
427.361	429.545	-2.184
449.954	469.595	-19.640
474.555	447.884	26.671
469.154	512.416	-43.261
442.643	435.789	6.854
426.430	464.717	-38.287
449.833	501.586	-51.753
493.645	461.563	32.082
341.727	478.964	-137.237
404.915	431.894	-26.979
401.910	497.699	-95.789
412.532	431.631	-19.099
543.574	470.999	72.575
644.805	479.894	164.911
462.475	484.848	-22.372
502.726	432.344	70.382
586.476	482.311	104.165
614.447	482.885	131.562
565.054	483.822	81.232
523.170	453.680	69.490
367.767	414.718	-46.951
372.586	430.227	-57.641
701.281	509.715	191.566
434.175	436.110	-1.935
417.146	513.301	-96.155
565.362	450.083	115.279
528.132	475.916	52.216
384.276	457.611	-73.334
484.538	476.479	8.059
404.740	445.124	-40.383
330.518	456.004	-125.486
382.897	473.312	-90.415
391.649	493.831	-102.182
377.388	442.278	-64.890
527.729	461.039	66.690
453.076	459.622	-6.546
411.968	447.886	-35.918
549.673	447.960	101.713
339.359	438.010	-98.651
499.253	488.070	11.183
388.327	411.268	-22.940
363.233	448.622	-85.389
627.032	487.162	139.870
378.714	494.518	-115.804
481.479	497.103	-15.625
338.336	390.606	-52.271
542.471	449.322	93.150
344.261	463.597	-119.336
454.528	438.399	16.130
280.662	437.394	-156.733
321.212	396.862	-75.650
402.717	460.418	-57.701
340.158	430.204	-90.046
447.936	448.642	-0.706
476.207	508.725	-32.518
556.531	463.633	92.898
272.227	473.312	-201.085
482.787	482.095	0.692
392.644	464.106	-71.462
426.095	455.398	-29.303
458.594	457.766	0.828
437.972	395.828	42.144
358.379	442.494	-84.115
346.991	443.027	-96.035
506.844	437.530	69.314
593.321	523.466	69.855
390.672	433.633	-42.962
460.956	458.680	2.276
482.880	445.001	37.879
394.891	465.353	-70.462
547.340	519.476	27.864
403.336	492.355	-89.019
354.531	515.578	-161.048
433.162	543.368	-110.206
412.818	456.685	-43.867
251.643	472.507	-220.864
420.160	429.382	-9.223
264.758	473.312	-208.553
457.482	487.904	-30.423
411.270	462.970	-51.700
302.841	392.364	-89.523
505.502	489.386	16.117
457.574	498.912	-41.337
302.621	463.426	-160.805
321.782	414.114	-92.332
440.133	483.579	-43.446
296.073	406.399	-110.326
435.334	480.379	-45.045
469.306	464.210	5.096
309.660	462.916	-153.256
417.191	479.744	-62.553
359.001	461.532	-102.531
391.457	493.744	-102.286
341.348	491.867	-150.519
479.861	527.923	-48.061
417.172	438.086	-20.914
342.800	481.709	-138.910
385.919	448.225	-62.305
479.780	484.463	-4.683
350.730	440.760	-90.030
419.274	428.577	-9.303
507.026	444.149	62.876
540.048	473.499	66.549
444.767	467.722	-22.955
518.830	456.726	62.103
432.866	456.443	-23.578
497.640	494.506	3.133
568.778	462.559	106.219
396.058	455.544	-59.486
501.343	467.024	34.319
518.852	453.988	64.864
499.713	489.448	10.265
416.622	456.512	-39.890
429.552	458.748	-29.195
515.980	480.999	34.981
581.901	422.280	159.621
489.526	434.546	54.980
378.373	460.805	-82.432
539.047	521.293	17.754
441.376	474.154	-32.778
451.667	484.996	-33.329
416.371	435.472	-19.101
337.048	438.010	-100.962
512.510	446.570	65.940
405.143	498.726	-93.582
460.852	497.662	-36.809
295.379	459.432	-164.053
480.419	504.487	-24.067
587.198	497.747	89.450
576.403	494.529	81.874
300.940	437.960	-137.019
371.349	399.274	-27.925
515.470	481.376	34.094
589.395	478.800	110.596
628.199	510.983	117.216
654.358	519.806	134.551
669.432	521.585	147.847
674.379	523.123	151.256
637.216	529.692	107.523
496.660	528.986	-32.326
521.849	506.402	15.447
573.744	516.263	57.481
458.416	487.991	-29.575
562.139	478.761	83.378
539.187	467.062	72.125
549.275	491.447	57.828
562.518	503.368	59.150
629.566	526.234	103.332
392.903	452.703	-59.799
510.762	508.442	2.320
602.676	456.188	146.488
557.565	522.545	35.020
576.854	499.990	76.864
613.873	463.176	150.697
688.476	487.839	200.637
502.325	465.732	36.593
565.935	476.731	89.204
597.363	506.119	91.243
604.197	504.457	99.741
538.101	454.731	83.369
391.310	488.812	-97.502
499.258	513.057	-13.799
526.874	518.382	8.492
647.753	544.082	103.671
651.474	512.054	139.420
544.092	497.425	46.667
566.255	490.357	75.899
583.403	498.519	84.884
607.868	470.011	137.857
387.134	400.846	-13.711
522.532	496.992	25.540
565.015	472.543	92.472
588.815	480.342	108.473
504.427	474.706	29.721
646.289	499.747	146.542
377.389	442.557	-65.168
470.088	485.029	-14.941
472.748	470.983	1.765
491.070	432.584	58.487
511.004	465.417	45.587
443.298	470.289	-26.991
403.986	447.550	-43.564
526.812	460.107	66.705
602.083	516.464	85.619
438.515	470.019	-31.504
470.664	491.817	-21.152
592.333	503.668	88.664
498.668	467.679	30.989
502.885	502.650	0.235
451.070	493.642	-42.572
556.799	518.144	38.655
371.875	517.540	-145.665
603.482	481.874	121.609
524.178	505.459	18.718
494.958	506.518	-11.560
558.287	493.324	64.963
611.360	521.546	89.813
593.634	529.650	63.985
527.217	428.598	98.619
480.427	445.156	35.271
686.070	522.283	163.787
596.259	483.575	112.684
672.822	519.441	153.382
593.371	529.285	64.085
455.141	499.889	-44.748
522.434	546.358	-23.924
431.051	500.193	-69.142
593.900	510.396	83.503
565.881	501.029	64.853
465.316	472.532	-7.216
567.158	540.997	26.161
563.387	485.713	77.674
558.824	511.133	47.691
439.149	473.543	-34.394
468.287	487.233	-18.946
553.282	496.568	56.715
532.417	520.423	11.993
587.637	499.075	88.563
527.031	496.161	30.871
569.488	443.564	125.924
588.981	517.968	71.013
272.388	530.215	-257.827
602.560	543.504	59.056
400.052	463.064	-63.012
387.441	473.312	-85.870
512.320	504.235	8.084
396.546	484.579	-88.033
506.182	477.025	29.157
477.894	388.707	89.188
391.296	497.267	-105.971
650.768	492.612	158.155
444.210	491.071	-46.861
511.291	446.883	64.408
550.680	515.311	35.368
562.865	513.871	48.993
411.416	456.171	-44.755
593.028	492.912	100.115
602.749	526.761	75.988
536.873	433.719	103.154
540.260	517.595	22.664
564.083	510.927	53.156
537.015	470.945	66.070
553.476	438.604	114.872
567.776	526.240	41.536
305.425	428.777	-123.352
365.100	469.365	-104.265
580.652	472.817	107.835
564.878	527.726	37.152
468.080	462.158	5.921
572.525	486.073	86.452
477.369	522.767	-45.399
467.593	519.974	-52.381
357.662	526.358	-168.697
364.999	445.306	-80.308
460.648	466.587	-5.939
477.911	433.591	44.321
439.424	450.920	-11.496
456.193	456.334	-0.141
539.417	429.541	109.876
609.087	435.335	173.752
535.583	450.556	85.028
454.006	450.427	3.579
403.380	503.681	-100.301
461.152	485.083	-23.931
312.531	457.918	-145.387
358.301	432.755	-74.454
558.971	493.068	65.903
584.740	445.224	139.516
609.965	456.118	153.847
445.513	456.192	-10.680
393.615	452.589	-58.974
399.295	476.668	-77.373
395.737	461.296	-65.559
394.288	452.057	-57.769
634.527	483.292	151.235
626.222	523.844	102.378
509.611	520.256	-10.646
516.247	516.301	-0.054
551.895	491.922	59.973
530.725	474.227	56.498
450.129	425.304	24.825
700.310	507.641	192.669
502.855	504.484	-1.629
400.979	413.538	-12.560
437.830	493.174	-55.344
552.353	450.796	101.558
532.931	470.029	62.901
427.162	412.189	14.973
477.824	463.747	14.076
476.923	547.626	-70.703
598.480	489.037	109.443
565.997	493.787	72.211
581.546	485.576	95.970
585.815	480.224	105.591
511.086	502.571	8.515
380.028	469.400	-89.372
633.853	496.075	137.778
439.416	477.490	-38.073
413.008	410.455	2.553
501.987	490.898	11.089
380.358	452.504	-72.146
507.155	421.749	85.406
543.751	433.222	110.529
386.343	448.322	-61.979
566.554	496.568	69.986
513.177	445.101	68.077
492.772	463.034	29.737
379.497	445.022	-65.525
425.174	493.598	-68.424
543.751	423.617	120.134
463.250	484.793	-21.543
452.383	497.592	-45.209
466.253	389.024	77.229
562.275	531.454	30.821
360.591	479.063	-118.471
415.273	446.375	-31.102
360.248	475.073	-114.825
417.007	461.762	-44.754
474.270	437.226	37.044
368.443	491.327	-122.884
471.558	447.313	24.245
438.984	476.560	-37.576
453.680	430.795	22.885
453.279	455.422	-2.143
401.152	443.158	-42.006
438.946	418.782	20.164
407.193	393.122	14.071
501.704	428.353	73.351
457.178	426.651	30.527
536.956	447.513	89.443
501.185	451.987	49.198
432.174	425.850	6.324
361.288	410.850	-49.561
497.945	502.415	-4.470
368.932	437.010	-68.078
452.041	409.150	42.891
316.732	482.862	-166.130
452.566	473.312	-20.745
431.697	419.105	12.592
416.759	439.847	-23.088
429.535	442.555	-13.021
537.204	462.640	74.564
456.722	481.415	-24.693
667.398	537.521	129.876
570.641	506.702	63.939
588.348	504.191	84.156
560.032	474.357	85.674
561.022	480.430	80.592
561.318	491.447	69.871
448.794	542.659	-93.866
476.356	518.439	-42.084
538.384	509.496	28.888
436.926	508.669	-71.743
639.976	494.674	145.302
408.329	514.545	-106.217
503.555	494.819	8.735
622.628	495.012	127.616
585.991	451.029	134.962
475.238	496.645	-21.407
675.427	515.054	160.373
503.705	480.670	23.036
535.901	466.304	69.597
540.878	471.839	69.039
603.154	534.766	68.388
296.199	497.742	-201.543
366.014	427.124	-61.110
501.453	465.500	35.953
273.502	478.994	-205.492
376.805	462.569	-85.764
406.195	392.354	13.841
385.179	447.449	-62.270
489.748	472.195	17.553
402.782	450.969	-48.187
380.971	461.177	-80.206
347.518	433.890	-86.373
264.581	474.730	-210.150
524.607	475.534	49.073
406.296	403.560	2.736
357.182	414.867	-57.685
321.561	484.736	-163.175
509.810	433.166	76.644
361.746	424.549	-62.803
462.904	486.881	-23.977
389.681	446.569	-56.888
367.402	441.393	-73.991
395.000	394.531	0.469
436.714	476.368	-39.654
469.636	457.208	12.428
379.404	450.937	-71.533
359.650	455.548	-95.898
392.891	486.346	-93.455
344.761	377.881	-33.120
441.509	468.421	-26.912
349.950	452.150	-102.200
284.199	418.667	-134.468
382.359	449.972	-67.613
426.050	465.484	-39.434
473.808	434.940	38.868
423.710	449.525	-25.815
429.092	461.922	-32.830
633.790	497.048	136.742
523.665	513.721	9.944
508.440	508.048	0.392
511.829	508.806	3.023
566.527	403.265	163.262
552.046	507.548	44.498
416.921	473.312	-56.391
413.690	507.885	-94.195
422.412	475.541	-53.130
599.788	511.129	88.659
491.097	520.141	-29.044
562.063	448.893	113.170
455.873	484.698	-28.825
539.792	460.149	79.643
462.538	426.383	36.155
475.064	492.270	-17.205
541.338	497.562	43.776
482.856	532.515	-49.658
608.155	467.787	140.368
517.169	473.952	43.217
568.856	542.522	26.334
653.611	487.256	166.356
418.441	492.941	-74.500
529.501	516.018	13.483
302.102	447.292	-145.190
524.348	450.200	74.148
598.171	539.334	58.836
475.028	480.018	-4.990
526.022	479.937	46.085
599.473	499.147	100.326
606.906	526.119	80.787
429.129	437.280	-8.152
469.300	507.765	-38.465
495.685	497.673	-1.989
458.639	550.026	-91.387
541.278	461.455	79.823
519.572	452.531	67.041
424.452	449.516	-25.065
554.653	483.920	70.733
582.192	500.704	81.487
409.245	473.603	-64.359
553.985	463.957	90.028
489.539	503.085	-13.546
449.494	488.227	-38.733
440.512	500.403	-59.891
462.104	485.902	-23.798
431.676	419.770	11.906
489.524	482.304	7.221
476.680	471.489	5.191
516.569	401.890	114.680
582.390	472.410	109.979
380.261	486.312	-106.050
510.888	519.656	-8.769
482.536	444.528	38.008
373.183	437.871	-64.689
409.726	458.714	-48.989
521.800	494.235	27.565
306.856	417.624	-110.767
473.263	460.359	12.904
560.273	505.595	54.678
448.414	549.584	-101.171
586.598	493.118	93.480
529.778	466.273	63.505
487.411	466.224	21.187
617.107	508.528	108.580
403.259	476.599	-73.340
408.518	449.163	-40.645
365.553	473.312	-107.759
538.050	447.478	90.572
305.978	474.982	-169.004
463.581	469.021	-5.440
397.819	425.567	-27.748
442.397	469.867	-27.470
479.546	446.322	33.224
453.535	460.954	-7.419
577.238	404.096	173.142
527.213	496.503	30.709
471.061	470.629	0.431
357.038	469.447	-112.408
442.899	472.937	-30.039
505.396	461.444	43.952
424.542	467.757	-43.215
349.417	452.454	-103.037
359.603	481.857	-122.254
295.472	466.781	-171.309
405.800	453.253	-47.453
609.690	460.226	149.464
282.230	456.096	-173.866
467.198	496.548	-29.350
474.492	474.765	-0.273
360.954	395.174	-34.220
477.867	440.005	37.862
474.903	481.996	-7.093
362.849	473.312	-110.463
494.637	483.293	11.344
415.232	467.450	-52.218
444.724	423.000	21.724
390.057	429.158	-39.101
595.559	488.038	107.520
496.017	460.156	35.861
476.783	420.809	55.974
356.912	451.685	-94.773
457.716	486.815	-29.098
401.589	497.902	-96.313
528.509	464.784	63.724
443.146	401.554	41.592
491.829	455.005	36.823
513.907	467.103	46.804
474.191	482.195	-8.004
500.159	480.194	19.965
485.798	427.733	58.066
614.888	447.110	167.778
475.442	384.819	90.623
367.039	423.486	-56.447
510.358	469.458	40.900
449.761	484.743	-34.982
474.507	435.305	39.202
376.168	408.376	-32.208
333.832	429.944	-96.112
379.778	486.635	-106.856
377.968	473.312	-95.344
450.412	481.287	-30.875
560.195	444.308	115.887
458.738	487.894	-29.157
361.000	416.565	-55.565
546.484	482.262	64.222
404.516	465.831	-61.315
414.829	476.497	-61.668
396.173	414.993	-18.820
562.948	440.683	122.265
453.804	501.107	-47.304
368.725	480.201	-111.476
509.459	472.985	36.475
452.816	438.174	14.642
360.565	475.828	-115.263
397.434	439.791	-42.358
381.975	425.659	-43.684
407.534	476.637	-69.103
343.273	450.911	-107.639
408.412	498.089	-89.677
464.904	459.652	5.252
450.662	475.791	-25.129
393.913	466.480	-72.567
470.705	430.272	40.432
477.133	401.317	75.816
390.842	393.430	-2.588
386.841	444.242	-57.401
439.918	437.840	2.078
439.591	386.591	53.000
468.510	429.506	39.003
587.498	549.530	37.968
391.422	472.687	-81.266
328.191	524.873	-196.682
467.158	457.721	9.438
483.031	421.775	61.257
325.671	450.590	-124.919
479.312	445.855	33.457
433.155	392.322	40.833
415.304	408.602	6.703
548.549	428.121	120.428
409.732	433.573	-23.841
477.878	458.889	18.989
527.164	531.419	-4.255
541.711	527.653	14.058
531.594	518.778	12.816
565.806	476.149	89.658
485.644	479.622	6.021
498.857	516.748	-17.891
501.771	501.534	0.237
414.972	492.690	-77.718
466.584	452.788	13.796
512.613	494.691	17.922
476.126	521.842	-45.716
465.554	472.736	-7.182
451.465	519.626	-68.161
488.935	528.133	-39.198
621.062	522.099	98.963
473.116	509.205	-36.089
484.457	497.450	-12.994
487.417	500.053	-12.636
459.243	489.437	-30.194
467.854	491.888	-24.034
406.870	492.927	-86.056
497.518	433.659	63.858
509.789	516.580	-6.790
568.216	475.184	93.032
446.157	484.850	-38.693
500.135	491.822	8.312
506.789	469.704	37.085
522.404	490.474	31.930
463.338	528.409	-65.072
438.208	473.646	-35.438
479.437	480.695	-1.258
461.682	520.745	-59.063
459.568	450.370	9.198
465.891	487.349	-21.457
450.252	489.331	-39.079
429.350	455.250	-25.899
532.679	434.471	98.208
462.884	454.569	8.315
458.795	436.709	22.086
393.437	474.572	-81.135
492.700	398.909	93.791
447.207	461.173	-13.966
441.996	485.136	-43.140
326.383	472.926	-146.543
368.385	473.312	-104.926
539.245	443.233	96.011
429.473	407.794	21.679
481.414	431.644	49.771
531.320	386.197	145.123
470.310	473.312	-3.002
534.331	460.299	74.033
446.934	453.067	-6.133
316.742	472.335	-155.593
356.214	458.481	-102.266
463.401	404.641	58.760
530.781	469.092	61.689
409.320	431.148	-21.828
407.175	433.615	-26.439
506.092	445.686	60.406
453.921	485.544	-31.624
296.238	455.634	-159.395
456.388	425.211	31.177
314.983	437.818	-122.836
596.790	477.264	119.527
581.974	472.658	109.316
434.920	446.382	-11.462
328.638	496.435	-167.797
494.978	469.515	25.463
379.398	439.681	-60.284
472.056	477.724	-5.668
527.972	482.101	45.871
490.007	487.890	2.117
487.713	536.343	-48.630
381.416	495.236	-113.820
542.047	448.143	93.904
383.503	426.113	-42.610
471.141	444.239	26.902
512.890	466.925	45.965
391.748	414.166	-22.418
530.465	484.888	45.578
463.041	451.591	11.450
392.124	439.976	-47.851
399.260	460.482	-61.222
629.172	475.006	154.166
578.366	461.087	117.278
488.066	525.643	-37.577
421.541	482.825	-61.284
588.502	517.518	70.984
514.266	472.182	42.084
364.394	413.648	-49.254
356.094	420.939	-64.845
529.555	408.373	121.182
433.206	405.205	28.000
392.547	476.441	-83.894
454.639	453.948	0.691
374.248	403.017	-28.768
323.977	433.636	-109.659
377.691	446.286	-68.595
396.281	479.042	-82.761
382.302	366.099	16.202
408.561	329.847	78.714
279.936	452.445	-172.510
430.805	513.524	-82.719
373.078	393.778	-20.700
392.880	433.535	-40.654
413.523	456.115	-42.591
356.729	479.886	-123.157
307.679	459.743	-152.064
562.257	497.935	64.323
499.680	450.957	48.723
451.490	438.590	12.900
512.253	412.307	99.946
385.525	424.784	-39.259
386.055	404.909	-18.854
500.735	387.314	113.421
518.034	494.168	23.866
466.886	405.433	61.452
487.913	438.213	49.700
448.271	479.932	-31.661
462.260	430.928	31.332
343.654	447.535	-103.881
465.936	448.874	17.062
323.147	487.097	-163.950
495.096	467.745	27.351
332.140	417.242	-85.102
451.073	502.614	-51.541
364.532	466.844	-102.312
374.807	443.512	-68.705
454.772	414.684	40.088
281.685	432.548	-150.863
399.900	457.945	-58.045
345.217	496.865	-151.648
441.117	472.996	-31.879
402.202	455.887	-53.684
323.417	437.847	-114.431
383.301	500.472	-117.171
444.618	481.386	-36.768
352.508	416.852	-64.345
504.228	473.835	30.393
393.723	430.348	-36.625
386.109	416.877	-30.768
420.457	433.111	-12.654
445.698	433.938	11.761
476.372	421.080	55.292
486.850	495.475	-8.625
418.500	452.721	-34.222
486.476	442.675	43.801
439.424	446.452	-7.028
422.579	448.983	-26.404
405.888	489.923	-84.035
461.112	461.706	-0.594
360.690	470.473	-109.783
384.919	457.427	-72.508
604.101	506.879	97.222
380.780	454.939	-74.159
427.019	463.663	-36.644
557.922	506.317	51.606
645.417	511.027	134.389
552.282	472.061	80.221
403.233	480.372	-77.139
531.515	491.525	39.990
579.644	461.359	118.285
463.267	456.556	6.711
349.685	442.731	-93.046
447.425	421.001	26.425
316.865	478.124	-161.260
544.645	391.630	153.015
602.614	509.303	93.311
557.526	513.021	44.505
532.414	505.215	27.198
610.311	506.239	104.072
468.327	499.222	-30.895
636.444	492.842	143.602
305.341	472.100	-166.760
470.274	496.138	-25.863
389.727	432.131	-42.404
468.138	467.714	0.425
563.861	498.717	65.144
402.620	454.228	-51.608
596.677	517.821	78.856
434.572	454.897	-20.325
345.474	449.077	-103.603
466.509	517.829	-51.320
414.537	507.791	-93.254
453.482	505.464	-51.982
413.589	479.902	-66.313
419.280	515.016	-95.736
485.877	521.806	-35.929
504.629	476.573	28.056
382.212	488.714	-106.502
471.491	487.410	-15.919
397.988	519.488	-121.500
621.722	509.520	112.202
497.752	465.653	32.099
466.813	501.464	-34.651
492.219	431.752	60.467
414.359	467.197	-52.838
569.730	489.043	80.687
612.950	519.575	93.375
536.298	486.506	49.792
514.103	494.948	19.155
560.145	496.642	63.503
514.639	473.312	41.327
509.582	487.492	22.091
399.796	446.476	-46.680
404.159	472.163	-68.004
617.294	503.184	114.110
357.006	460.266	-103.260
501.658	456.477	45.181
427.446	496.105	-68.659
371.781	450.956	-79.175
544.883	458.279	86.604
421.648	415.411	6.237
218.338	451.453	-233.115
336.534	433.889	-97.355
511.653	483.009	28.644
505.325	435.800	69.524
489.584	498.123	-8.539
559.939	531.085	28.854
405.033	401.374	3.659
376.137	494.916	-118.779
441.882	419.885	21.998
633.215	498.427	134.787
572.736	497.253	75.482
563.295	495.993	67.302
545.529	500.834	44.695
503.709	403.988	99.721
567.358	516.944	50.414
494.396	495.201	-0.804
483.250	535.962	-52.712
448.679	448.475	0.204
372.240	489.497	-117.257
423.742	425.480	-1.738
502.007	389.950	112.057
614.110	494.573	119.537
479.377	472.528	6.849
454.720	467.331	-12.611
471.528	439.207	32.321
593.200	485.159	108.042
493.555	472.510	21.044
576.140	477.084	99.056
519.636	505.524	14.112
616.280	499.717	116.563
628.359	515.521	112.838
489.126	513.079	-23.952
578.045	489.206	88.840
526.387	469.965	56.422
469.908	450.719	19.189
442.376	481.174	-38.798
546.360	455.957	90.404
531.588	474.447	57.140
557.055	510.383	46.672
551.051	487.817	63.234
473.869	471.596	2.273
514.421	473.312	41.109
528.186	489.771	38.414
516.398	522.116	-5.719
643.236	529.919	113.316
520.828	522.545	-1.717
511.015	488.550	22.465
333.999	477.708	-143.710
616.060	500.973	115.087
565.352	478.305	87.047
537.542	528.510	9.033
621.171	502.074	119.097
627.531	535.289	92.242
423.522	498.194	-74.672
544.325	472.193	72.133
552.823	486.845	65.978
443.774	556.968	-113.194
398.792	449.980	-51.188
497.873	487.157	10.716
662.886	502.260	160.626
619.438	507.949	111.488
544.140	413.253	130.887
444.185	486.339	-42.154
610.561	515.907	94.654
710.784	483.700	227.084
501.413	495.985	5.428
611.511	502.061	109.450
515.648	464.461	51.187
414.801	439.011	-24.210
378.236	422.419	-44.183
339.799	391.149	-51.350
375.511	455.307	-79.796
344.499	477.992	-133.493
298.494	450.470	-151.976
382.515	492.024	-109.509
496.679	404.218	92.461
494.544	413.056	81.488
474.378	398.062	76.316
415.674	410.176	5.497
447.018	485.446	-38.428
439.710	472.892	-33.182
438.668	461.070	-22.402
434.334	474.579	-40.245
398.958	547.275	-148.317
354.818	384.593	-29.775
292.691	449.576	-156.885
427.994	427.573	0.421
414.610	445.309	-30.699
280.775	450.684	-169.909
406.712	419.576	-12.865
408.791	524.177	-115.387
357.909	461.440	-103.531
468.668	496.860	-28.192
382.870	416.210	-33.340
386.293	416.051	-29.758
483.815	465.865	17.949
476.118	464.253	11.865
341.767	411.680	-69.913
504.269	445.722	58.547
543.908	477.066	66.843
480.716	497.575	-16.859
452.510	507.079	-54.569
483.831	475.682	8.149
511.673	488.177	23.496
323.331	464.981	-141.651
458.646	445.546	13.100
459.815	455.775	4.040
554.439	481.715	72.724
437.252	464.998	-27.746
500.407	473.119	27.288
514.456	478.887	35.569
456.419	474.913	-18.493
538.784	460.589	78.195
439.018	467.385	-28.367
428.945	499.953	-71.008
554.856	462.066	92.791
592.842	486.146	106.696
563.486	522.869	40.617
491.860	450.194	41.665
460.627	489.411	-28.785
555.267	458.219	97.048
364.546	482.295	-117.749
358.872	473.029	-114.157
482.440	457.560	24.880
445.866	424.446	21.421
600.858	514.675	86.183
568.181	490.723	77.458
493.239	502.246	-9.006
485.598	454.874	30.724
438.523	504.178	-65.655
397.570	435.939	-38.369
537.877	531.312	6.565
493.876	434.092	59.784
585.775	419.775	166.000
499.652	535.349	-35.697
559.106	447.539	111.567
557.632	507.838	49.794
557.117	500.913	56.204
487.343	439.254	48.089
429.956	447.649	-17.693
502.005	469.417	32.589
451.492	467.060	-15.567
488.197	508.340	-20.143
372.705	406.602	-33.897
593.006	484.113	108.892
451.760	509.488	-57.728
526.608	501.131	25.476
504.140	514.455	-10.316
500.802	498.703	2.099
395.466	453.821	-58.356
557.087	486.720	70.366
474.388	429.931	44.457
555.488	519.925	35.563
475.060	484.939	-9.879
613.262	505.011	108.251
413.811	487.847	-74.037
321.350	443.216	-121.866
342.774	447.142	-104.368
465.079	472.429	-7.350
314.897	420.682	-105.785
551.724	493.025	58.698
454.723	470.364	-15.640
536.008	488.074	47.934
495.175	516.108	-20.933
617.895	517.707	100.188
612.469	533.762	78.708
450.102	502.555	-52.453
481.531	498.869	-17.337
465.871	499.054	-33.184
365.600	456.732	-91.132
531.723	489.167	42.556
637.745	528.071	109.674
331.555	432.549	-100.995
472.139	466.455	5.684
492.526	466.138	26.387
670.356	521.275	149.081
445.355	520.145	-74.790
511.153	550.026	-38.873
427.042	506.604	-79.562
399.340	397.199	2.141
497.956	480.891	17.065
335.756	473.312	-137.556
462.168	463.867	-1.699
529.214	452.475	76.738
445.501	486.347	-40.846
498.198	522.253	-24.055
501.431	483.198	18.233
446.722	437.769	8.954
565.392	459.591	105.801
456.067	508.126	-52.059
536.746	490.982	45.763
461.091	447.645	13.446
568.785	515.051	53.734
426.619	515.737	-89.118
481.466	450.346	31.120
574.919	480.751	94.168
521.226	459.618	61.609
662.424	504.752	157.671
428.937	456.479	-27.542
636.853	445.212	191.641
596.981	441.261	155.720
516.454	491.580	24.874
527.801	528.532	-0.732
448.898	440.779	8.119
380.850	440.254	-59.404
506.382	487.715	18.667
454.538	492.748	-38.210
551.113	433.659	117.454
555.509	442.944	112.565
411.211	451.304	-40.093
440.683	436.477	4.206
377.361	425.004	-47.642
463.656	440.021	23.635
385.010	421.712	-36.702
435.299	443.072	-7.773
395.185	454.788	-59.603
501.740	470.909	30.831
366.338	408.036	-41.698
397.576	478.511	-80.935
502.802	443.918	58.885
365.210	447.541	-82.330
400.785	401.351	-0.566
569.835	531.761	38.074
403.374	441.367	-37.992
502.576	487.194	15.382
486.726	416.531	70.195
569.813	434.024	135.789
329.589	392.108	-62.519
510.309	440.680	69.629
434.548	442.804	-8.256
427.440	463.463	-36.023
506.754	497.336	9.418
556.688	458.298	98.390
409.573	421.288	-11.715
536.336	472.705	63.631
343.194	395.712	-52.518
620.170	520.736	99.434
363.906	448.479	-84.573
452.743	489.501	-36.758
450.248	493.199	-42.952
562.060	505.741	56.319
526.197	480.978	45.219
581.444	542.471	38.973
591.721	512.163	79.558
624.972	531.002	93.970
636.280	492.621	143.659
527.751	458.855	68.896
490.827	497.558	-6.730
545.276	450.396	94.880
484.714	476.838	7.876
648.636	489.193	159.444
472.086	473.669	-1.583
416.708	439.536	-22.827
558.483	529.825	28.658
547.891	497.156	50.735
484.743	480.445	4.298
584.854	477.385	107.469
590.821	535.416	55.405
534.282	425.757	108.525
315.497	407.282	-91.785
495.092	492.547	2.545
351.111	397.726	-46.615
575.112	510.825	64.288
597.066	495.608	101.458
401.077	486.730	-85.653
541.878	439.500	102.378
502.036	509.256	-7.220
359.192	460.757	-101.565
369.011	454.457	-85.446
365.342	436.642	-71.300
408.335	404.441	3.894
428.370	407.926	20.444
373.467	450.097	-76.630
439.919	442.896	-2.977
399.064	453.105	-54.042
399.555	490.547	-90.992
407.011	416.337	-9.326
463.946	505.358	-41.412
390.272	431.084	-40.811
401.081	419.346	-18.265
515.622	468.715	46.907
441.095	404.248	36.847
482.168	485.422	-3.254
452.895	452.553	0.342
463.514	485.037	-21.523
471.572	520.519	-48.947
477.083	412.819	64.264
554.582	483.058	71.524
380.501	456.832	-76.331
465.097	489.887	-24.790
515.356	489.780	25.576
424.567	470.838	-46.271
424.577	474.530	-49.953
475.510	501.635	-26.125
357.972	391.038	-33.066
375.588	476.071	-100.483
389.286	419.565	-30.279
542.363	476.444	65.919
474.636	488.263	-13.627
342.386	419.786	-77.400
514.981	470.353	44.628
489.094	478.461	10.633
632.033	521.563	110.470
574.641	479.228	95.413
524.912	485.790	39.122
344.401	446.165	-101.764
486.752	497.588	-10.835
433.744	433.769	-0.025
387.226	488.320	-101.094
521.401	473.305	48.096
466.797	460.077	6.720
345.021	464.505	-119.484
443.692	496.178	-52.486
375.272	435.112	-59.840
505.150	557.888	-52.739
449.019	440.503	8.516
513.780	454.944	58.836
487.465	501.655	-14.190
431.771	497.343	-65.573
642.645	513.340	129.305
418.747	449.819	-31.071
480.799	434.045	46.755
447.778	522.343	-74.565
559.920	509.633	50.287
617.010	452.374	164.636
409.034	442.525	-33.491
363.438	423.867	-60.429
613.769	500.729	113.040
568.903	515.564	53.339
352.433	491.704	-139.270
348.516	457.669	-109.154
356.105	445.179	-89.075
473.809	496.906	-23.097
351.578	483.486	-131.908
317.671	428.884	-111.213
428.138	440.914	-12.776
602.245	511.624	90.621
379.960	504.081	-124.121
381.341	434.855	-53.513
551.218	432.346	118.872
418.348	477.863	-59.515
360.200	405.731	-45.531
571.654	492.671	78.984
401.243	439.598	-38.355
380.243	445.655	-65.412
280.804	503.429	-222.625
474.237	468.434	5.803
432.266	452.961	-20.695
493.334	508.378	-15.043
546.187	538.301	7.886
576.700	507.448	69.252
591.227	536.793	54.434
523.664	522.035	1.630
607.700	565.725	41.975
568.150	516.700	51.450
595.336	505.494	89.842
674.546	506.458	168.088
635.874	506.557	129.317
656.634	509.509	147.124
492.741	478.428	14.313
552.872	537.209	15.664
456.670	511.649	-54.978
504.886	489.990	14.896
579.035	540.932	38.103
544.092	532.692	11.400
506.545	526.911	-20.366
520.213	515.255	4.958
544.583	519.352	25.231
613.870	448.303	165.567
587.576	539.750	47.827
516.049	494.738	21.311
589.925	504.422	85.502
527.163	539.240	-12.077
386.128	500.004	-113.877
506.440	480.452	25.987
573.065	473.823	99.242
586.542	536.513	50.029
493.781	492.638	1.143
471.619	503.587	-31.968
577.850	514.720	63.130
346.510	511.125	-164.615
463.394	438.710	24.685
430.407	525.523	-95.116
634.188	533.913	100.275
523.250	486.097	37.152
560.007	511.754	48.253
363.614	467.307	-103.693
539.599	527.803	11.796
430.905	508.163	-77.258
521.767	521.375	0.393
420.338	473.312	-52.974
479.827	473.793	6.034
560.337	488.537	71.800
550.168	453.217	96.951
482.961	485.748	-2.787
392.169	433.325	-41.156
413.505	445.752	-32.247
542.809	525.894	16.915
433.239	470.553	-37.315
486.968	531.278	-44.310
544.214	469.791	74.424
541.113	500.633	40.480
574.156	473.785	100.371
572.047	520.589	51.458
535.022	467.262	67.760
500.472	478.290	22.183
550.569	482.304	68.265
368.263	506.338	-138.075
414.800	410.144	4.656
488.676	494.041	-5.365
517.284	469.526	47.757
322.072	444.661	-122.589
394.278	465.847	-71.569
478.413	435.860	42.552
397.381	431.253	-33.872
433.417	484.310	-50.893
590.133	490.141	99.992
369.766	451.027	-81.261
336.546	486.823	-150.277
414.264	452.501	-38.237
640.912	494.001	146.912
524.539	494.706	29.833
559.812	447.179	112.633
352.371	392.992	-40.621
325.254	487.900	-162.646
544.623	456.594	88.029
398.681	449.107	-50.426
484.948	477.604	7.344
429.751	456.409	-26.658
362.174	463.390	-101.216
479.678	447.020	32.657
414.376	428.084	-13.708
337.206	463.270	-126.064
433.039	446.575	-13.535
461.580	479.671	-18.091
442.541	424.386	18.156
511.021	521.375	-10.354
528.119	462.357	65.762
362.785	463.094	-100.309
460.622	426.844	33.778
460.088	416.775	43.313
490.954	482.795	8.159
462.840	460.302	2.538
383.350	464.230	-80.879
439.352	485.146	-45.794
418.469	400.714	17.755
511.239	462.629	48.610
387.230	476.196	-88.966
532.439	483.176	49.263
558.090	523.796	34.294
329.045	508.978	-179.932
539.895	476.694	63.201
693.076	523.886	169.190
411.022	446.505	-35.483
571.568	499.490	72.077
561.480	498.933	62.546
537.585	523.143	14.442
444.394	484.602	-40.208
530.010	515.475	14.535
430.289	475.627	-45.338
565.440	479.004	86.436
492.337	539.004	-46.667
538.830	480.061	58.769
368.285	497.056	-128.772
584.094	529.041	55.053
571.231	502.974	68.257
607.798	448.734	159.064
513.736	523.839	-10.102
525.526	479.825	45.700
422.185	482.641	-60.455
452.776	472.757	-19.982
611.277	512.713	98.564
480.620	507.336	-26.716
594.740	496.833	97.906
406.993	481.739	-74.746
501.364	413.505	87.859
408.760	424.886	-16.126
468.947	439.800	29.147
429.056	527.601	-98.545
470.253	488.490	-18.237
352.107	503.935	-151.828
256.411	441.324	-184.913
417.646	445.373	-27.727
403.514	482.561	-79.047
397.708	467.478	-69.770
445.437	515.470	-70.033
424.761	413.077	11.684
522.162	468.901	53.262
383.963	488.481	-104.519
574.759	468.414	106.345
629.065	527.117	101.948
488.793	498.309	-9.516
441.396	501.076	-59.680
358.310	481.458	-123.148
408.005	449.225	-41.220
521.501	532.289	-10.788
482.378	477.514	4.864
337.436	473.800	-136.364
414.826	469.297	-54.470
431.704	466.891	-35.187
463.347	466.608	-3.261
434.348	481.467	-47.118
549.512	508.811	40.702
530.898	527.700	3.198
480.173	473.312	6.861
517.509	501.567	15.942
603.880	497.862	106.018
473.536	477.520	-3.984
569.644	473.312	96.332
663.197	473.312	189.885
624.976	475.090	149.886
549.742	473.312	76.431
446.252	507.345	-61.093
586.776	473.312	113.464
708.420	473.312	235.108
577.778	528.647	49.131
548.478	473.312	75.166
615.258	473.312	141.947
549.308	549.484	-0.176
590.895	473.312	117.584
567.384	522.643	44.740
591.683	473.312	118.372
574.065	473.312	100.754
609.233	539.098	70.135
524.162	432.601	91.561
632.765	473.312	159.453
506.158	473.312	32.846
615.371	522.792	92.580
513.985	520.807	-6.822
533.365	518.191	15.174
554.710	505.344	49.366
596.829	473.312	123.517
484.648	473.312	11.336
530.614	473.312	57.303
478.202	473.312	4.890
601.113	512.354	88.758
648.617	489.334	159.283
429.360	435.052	-5.691
612.469	500.600	111.869
340.464	484.916	-144.452
495.635	463.855	31.780
487.991	519.084	-31.093
492.122	500.047	-7.925
619.321	538.426	80.895
418.253	487.736	-69.482
437.955	473.847	-35.892
607.872	498.642	109.231
494.765	553.210	-58.444
396.298	493.853	-97.556
552.484	503.775	48.709
641.537	500.304	141.232
370.114	492.815	-122.701
453.122	481.752	-28.630
631.684	522.390	109.293
494.705	431.208	63.497
468.173	497.896	-29.723
515.824	538.083	-22.259
500.599	439.834	60.765
432.770	474.700	-41.930
575.239	504.791	70.448
491.717	495.046	-3.330
613.008	511.746	101.262
477.675	542.719	-65.045
475.140	503.848	-28.708
419.243	460.107	-40.865
525.794	565.380	-39.585
319.719	398.777	-79.058
414.601	473.312	-58.711
326.015	465.564	-139.549
439.975	407.878	32.097
396.702	501.950	-105.248
496.467	390.112	106.354
325.502	412.447	-86.946
507.356	406.089	101.267
345.064	487.136	-142.072
388.808	417.967	-29.158
401.970	430.861	-28.891
342.606	418.921	-76.315
438.873	426.621	12.252
426.925	456.178	-29.253
403.720	455.514	-51.794
354.594	446.738	-92.143
559.051	416.782	142.269
343.102	532.472	-189.369
424.170	446.772	-22.602
485.505	440.833	44.672
466.611	380.535	86.076
527.687	421.386	106.301
370.225	456.161	-85.935
383.851	416.512	-32.661
516.106	435.703	80.403
536.976	452.937	84.039
264.420	422.075	-157.655
389.770	458.868	-69.098
413.225	415.210	-1.985
410.367	461.332	-50.965
427.741	411.937	15.803
283.767	385.436	-101.669
542.965	483.653	59.312
438.484	415.531	22.953
491.481	450.713	40.768
336.827	418.324	-81.497
412.924	434.988	-22.063
566.669	503.867	62.802
580.090	521.006	59.084
483.306	492.334	-9.028
582.366	511.416	70.951
476.421	533.572	-57.150
482.659	439.695	42.964
436.881	517.285	-80.404
489.105	497.099	-7.994
518.538	487.380	31.158
529.590	469.609	59.981
501.631	475.416	26.215
554.042	520.302	33.740
469.154	448.722	20.433
514.672	445.115	69.557
425.409	470.852	-45.444
452.657	507.461	-54.804
488.936	476.600	12.336
609.408	502.128	107.280
457.887	492.264	-34.377
430.841	449.133	-18.292
542.851	512.659	30.193
519.878	504.350	15.528
411.617	504.242	-92.625
398.358	491.978	-93.620
540.193	477.370	62.823
495.786	431.861	63.925
545.088	488.651	56.437
444.653	520.256	-75.603
409.166	596.276	-187.110
502.671	512.014	-9.343
580.972	497.652	83.320
626.398	511.073	115.325
606.927	441.191	165.736
534.273	557.096	-22.823
423.359	452.567	-29.208
475.443	498.836	-23.393
493.326	442.528	50.798
588.786	536.652	52.135
513.941	496.053	17.887
576.891	438.904	137.987
575.586	488.293	87.293
514.110	525.223	-11.113
549.508	520.236	29.271
544.721	513.278	31.442
487.723	505.618	-17.895
574.074	502.468	71.605
492.967	473.177	19.790
539.131	505.618	33.513
568.142	541.278	26.864
439.656	479.798	-40.142
604.338	508.313	96.024
660.019	511.587	148.432
515.527	431.223	84.304
606.560	513.250	93.310
393.451	393.192	0.259
463.858	482.638	-18.780
521.323	534.569	-13.246
526.238	437.244	88.994
415.063	383.209	31.854
512.654	425.234	87.419
407.746	389.888	17.858
525.107	454.908	70.199
402.576	428.144	-25.568
372.703	437.649	-64.946
385.144	435.712	-50.567
576.497	508.033	68.463
673.014	500.262	172.752
466.746	462.388	4.357
444.767	427.694	17.073
426.784	432.529	-5.745
457.237	480.382	-23.146
454.722	445.086	9.636
358.197	432.067	-73.869
327.189	474.786	-147.597
454.548	463.893	-9.345
376.272	404.325	-28.053
364.268	417.457	-53.189
393.370	503.368	-109.999
463.239	433.571	29.668
552.255	444.501	107.754
513.325	464.838	48.487
452.160	487.007	-34.848
339.255	446.129	-106.874
420.318	399.980	20.338
413.201	389.247	23.954
580.820	471.225	109.595
522.401	488.955	33.446
369.468	463.870	-94.402
506.817	434.638	72.179
484.084	423.274	60.810
451.560	472.080	-20.520
515.117	458.980	56.137
303.155	438.067	-134.912
483.332	509.560	-26.228
388.695	435.218	-46.523
476.303	513.884	-37.582
557.726	495.119	62.606
454.711	422.539	32.172
437.861	507.058	-69.197
471.837	446.219	25.618
552.268	457.626	94.641
456.780	517.767	-60.987
409.373	444.169	-34.796
431.119	522.460	-91.341
440.787	488.011	-47.224
510.956	463.164	47.791
425.856	436.162	-10.305
476.367	450.487	25.880
485.295	497.348	-12.052
561.079	479.707	81.372
466.033	531.432	-65.399
568.064	507.928	60.136
647.624	526.833	120.792
480.799	480.661	0.138
450.830	463.437	-12.607
557.149	519.495	37.654
409.558	531.304	-121.746
580.326	502.974	77.352
546.131	539.083	7.048
496.441	534.706	-38.265
492.026	429.675	62.351
596.490	442.217	154.273
512.091	530.671	-18.580
446.306	466.484	-20.178
509.578	511.232	-1.653
565.159	524.529	40.630
616.840	507.716	109.123
559.809	524.330	35.479
617.073	549.170	67.903
647.041	489.853	157.188
511.606	515.704	-4.098
447.355	494.042	-46.687
542.186	519.588	22.598
416.447	473.312	-56.864
516.566	504.517	12.049
532.563	500.240	32.323
576.914	531.629	45.284
485.043	486.860	-1.817
587.372	543.688	43.684
558.003	518.941	39.062
390.974	501.287	-110.313
571.180	522.190	48.990
487.485	529.341	-41.856
558.519	498.189	60.330
545.037	493.739	51.297
486.071	412.503	73.568
496.047	482.032	14.015
526.028	413.213	112.815
519.613	505.132	14.481
480.636	463.848	16.788
528.831	480.931	47.900
462.542	453.132	9.409
486.504	531.918	-45.414
407.463	426.104	-18.641
454.351	451.857	2.494
610.561	411.276	199.285
454.186	468.245	-14.059
554.992	459.756	95.236
581.932	466.745	115.186
524.966	513.336	11.630
632.993	472.360	160.633
464.371	496.795	-32.424
539.217	437.498	101.719
469.479	408.792	60.687
479.773	450.084	29.688
567.844	431.649	136.195
549.305	410.256	139.049
472.342	449.124	23.218
535.258	462.109	73.149
475.940	460.586	15.354
422.302	426.492	-4.190
484.989	493.225	-8.237
562.951	465.370	97.581
465.503	420.198	45.305
594.431	494.545	99.886
475.598	451.207	24.391
586.860	468.674	118.186
673.859	508.969	164.890
501.537	494.044	7.493
445.404	432.879	12.525
507.392	451.678	55.714
490.087	483.616	6.471
319.303	429.809	-110.506
398.127	423.226	-25.099
326.607	472.709	-146.102
359.335	451.663	-92.328
447.229	438.570	8.659
319.685	433.204	-113.518
507.362	486.126	21.236
477.390	463.630	13.760
475.789	445.786	30.003
530.578	439.053	91.526
380.621	469.739	-89.118
679.126	492.261	186.865
378.530	419.683	-41.154
480.668	487.697	-7.029
507.878	472.456	35.421
347.190	458.533	-111.343
441.968	469.952	-27.984
418.168	480.007	-61.838
326.036	444.905	-118.869
352.607	422.293	-69.686
349.242	446.660	-97.418
467.790	469.087	-1.296
578.301	491.514	86.787
358.726	469.170	-110.444
540.763	474.902	65.862
430.444	461.684	-31.240
302.406	464.564	-162.158
573.904	499.819	74.085
674.631	494.148	180.484
562.598	528.217	34.381
507.050	516.959	-9.909
454.448	416.450	37.998
584.528	524.572	59.957
421.775	455.778	-34.003
507.583	445.401	62.183
406.503	461.420	-54.917
427.534	457.804	-30.270
411.599	512.166	-100.566
342.008	470.756	-128.748
545.600	500.621	44.979
337.424	519.091	-181.667
435.028	446.189	-11.161
402.203	507.218	-105.015
471.516	501.967	-30.451
486.331	470.158	16.173
449.604	468.682	-19.078
520.307	438.261	82.045
280.922	482.341	-201.419
354.870	479.972	-125.102
417.086	448.335	-31.249
451.422	496.016	-44.594
391.313	436.522	-45.208
516.605	494.265	22.341
514.446	521.572	-7.126
487.698	411.571	76.126
511.552	487.776	23.776
387.182	533.620	-146.439
345.760	513.503	-167.743
384.518	504.629	-120.111
516.742	474.249	42.493
353.512	523.587	-170.076
470.253	408.332	61.921
496.145	447.468	48.677
508.737	489.285	19.451
406.586	434.703	-28.117
361.067	429.227	-68.160
537.606	487.381	50.225
546.465	503.332	43.132
376.597	480.348	-103.751
467.164	479.969	-12.805
486.426	451.498	34.927
483.685	483.809	-0.124
478.806	486.002	-7.196
429.346	453.394	-24.048
461.620	459.411	2.210
503.686	433.106	70.579
457.749	431.133	26.616
464.946	435.545	29.401
488.372	481.034	7.338
529.340	472.349	56.992
579.308	485.484	93.824
475.557	475.958	-0.401
452.158	467.799	-15.641
448.995	512.654	-63.659
368.657	489.640	-120.983
281.520	459.471	-177.950
438.335	463.770	-25.435
472.878	488.551	-15.673
441.002	428.753	12.249
489.011	436.567	52.444
528.071	447.599	80.473
628.105	478.780	149.325
457.260	450.287	6.972
490.170	454.747	35.423
497.211	480.391	16.820
570.904	529.808	41.095
539.022	483.129	55.893
417.275	441.047	-23.772
457.163	422.306	34.856
383.758	490.650	-106.892
422.970	445.182	-22.212
438.969	491.353	-52.383
490.444	495.633	-5.189
390.561	480.637	-90.075
395.254	477.027	-81.773
450.674	465.321	-14.647
313.574	430.728	-117.154
434.794	481.186	-46.393
438.923	418.699	20.224
390.823	479.472	-88.650
292.252	503.763	-211.511
448.057	475.484	-27.427
479.104	474.994	4.109
476.680	428.624	48.056
526.034	499.387	26.646
351.324	515.170	-163.845
466.079	477.160	-11.081
447.294	489.638	-42.345
438.154	459.662	-21.508
609.250	503.705	105.545
500.536	429.150	71.386
529.574	455.527	74.048
475.147	506.716	-31.569
455.475	490.567	-35.092
415.863	471.246	-55.383
366.400	442.478	-76.078
500.601	491.777	8.824
502.236	491.737	10.500
423.424	445.999	-22.575
476.450	489.887	-13.437
524.319	443.839	80.480
552.124	460.356	91.768
483.002	523.822	-40.820
511.096	493.915	17.181
492.363	421.168	71.195
571.326	502.400	68.926
442.918	463.396	-20.478
538.307	501.898	36.408
638.794	496.306	142.487
436.527	488.576	-52.048
587.317	497.645	89.673
545.759	507.718	38.041
471.127	467.884	3.244
505.894	475.870	30.023
527.300	456.975	70.325
612.590	576.834	35.756
461.230	454.123	7.108
547.099	474.942	72.157
536.081	511.652	24.429
494.483	490.661	3.822
515.158	505.687	9.471
451.918	516.023	-64.104
572.564	506.672	65.892
562.002	506.758	55.244
460.356	393.901	66.455
422.222	496.195	-73.973
633.989	524.559	109.430
505.410	522.292	-16.881
489.734	497.245	-7.511
301.682	449.058	-147.375
557.932	455.432	102.500
459.520	426.312	33.209
531.804	501.980	29.824
488.534	442.010	46.524
535.788	489.190	46.599
559.021	507.226	51.795
552.974	490.380	62.594
467.565	506.749	-39.184
434.113	487.213	-53.100
445.331	475.454	-30.123
496.615	486.029	10.587
455.654	464.525	-8.872
471.061	496.403	-25.343
396.737	486.611	-89.874
542.553	500.450	42.103
559.033	463.471	95.561
329.477	438.073	-108.596
421.308	483.832	-62.524
592.294	519.159	73.134
448.229	437.516	10.713
409.942	486.830	-76.888
201.146	413.783	-212.637
380.004	384.859	-4.855
455.030	456.058	-1.028
383.718	497.799	-114.080
374.361	471.141	-96.779
388.662	427.124	-38.462
425.416	447.099	-21.683
396.797	420.469	-23.672
338.332	388.903	-50.571
474.524	481.057	-6.532
424.796	493.984	-69.188
477.155	403.229	73.926
542.022	464.831	77.191
373.994	510.333	-136.339
366.103	428.314	-62.211
436.240	467.744	-31.504
365.685	437.363	-71.678
304.238	463.130	-158.892
588.911	494.779	94.132
529.278	442.297	86.982
388.520	413.809	-25.288
448.923	502.474	-53.551
414.443	427.990	-13.546
491.092	422.008	69.084
622.157	503.154	119.003
517.160	505.657	11.503
499.859	483.845	16.014
558.912	487.719	71.194
469.113	506.412	-37.300
323.566	485.083	-161.517
344.126	484.625	-140.499
355.337	487.346	-132.009
422.477	476.029	-53.552
332.807	434.220	-101.414
316.236	466.691	-150.456
305.573	463.837	-158.264
382.601	448.683	-66.082
341.086	463.521	-122.436
360.643	514.771	-154.128
374.176	523.085	-148.909
298.842	465.408	-166.566
312.045	432.866	-120.822
455.489	473.312	-17.823
347.930	459.883	-111.954
271.720	466.134	-194.414
276.081	464.463	-188.382
380.233	435.573	-55.340
311.251	500.304	-189.054
275.311	413.619	-138.308
467.106	433.479	33.627
431.920	463.866	-31.945
513.286	504.095	9.191
627.208	511.869	115.339
533.386	511.230	22.156
530.349	535.471	-5.122
604.482	541.640	62.842
500.451	479.395	21.056
561.033	489.698	71.335
394.516	530.609	-136.094
542.306	495.726	46.580
375.370	521.176	-145.806
479.575	473.603	5.972
507.048	471.973	35.074
329.761	441.990	-112.229
386.656	436.254	-49.598
616.491	526.830	89.661
570.406	491.623	78.783
526.821	471.885	54.936
365.229	518.577	-153.348
447.190	469.788	-22.598
607.433	514.544	92.889
494.924	503.677	-8.753
434.859	430.732	4.126
505.400	469.704	35.696
514.390	480.976	33.413
558.718	422.792	135.927
415.604	453.662	-38.058
605.781	525.934	79.847
410.241	474.197	-63.956
533.904	441.033	92.871
384.589	461.666	-77.077
659.973	500.334	159.638
476.895	520.046	-43.151
301.998	500.810	-198.812
475.934	385.344	90.590
638.102	513.066	125.036
584.182	553.565	30.616
617.714	492.634	125.081
484.779	491.012	-6.233
662.510	514.351	148.158
705.620	531.282	174.337
537.688	513.250	24.438
392.764	473.312	-80.548
558.565	477.331	81.234
614.972	533.379	81.593
589.310	479.967	109.344
693.508	533.168	160.340
671.080	488.393	182.687
594.530	510.469	84.061
517.165	528.728	-11.563
603.997	554.345	49.652
548.310	476.029	72.281
597.158	501.324	95.833
557.228	530.035	27.193
589.171	498.753	90.418
514.601	473.632	40.969
687.895	524.044	163.850
561.888	485.040	76.847
535.458	513.241	22.217
615.731	498.230	117.500
409.944	451.959	-42.015
449.323	440.716	8.608
337.696	482.154	-144.457
331.816	475.857	-144.042
380.060	439.498	-59.438
430.423	436.055	-5.632
402.782	468.734	-65.952
469.123	449.170	19.953
403.832	451.213	-47.381
451.067	526.860	-75.793
297.957	453.236	-155.279
551.078	471.786	79.291
383.080	417.023	-33.943
433.216	496.676	-63.460
414.642	457.307	-42.665
329.266	429.321	-100.056
357.636	448.168	-90.531
521.958	447.175	74.783
464.198	478.661	-14.463
433.260	459.525	-26.265
398.422	423.392	-24.970
355.272	495.798	-140.526
255.303	475.339	-220.036
389.086	502.765	-113.680
375.939	445.162	-69.223
331.389	506.566	-175.178
488.493	489.293	-0.800
420.680	474.946	-54.266
371.985	448.518	-76.533
287.599	424.093	-136.494
340.830	468.337	-127.507
370.585	433.312	-62.727
351.895	443.698	-91.803
372.365	396.153	-23.788
346.358	428.555	-82.198
448.385	454.580	-6.195
301.759	510.646	-208.887
327.039	410.866	-83.827
332.186	496.413	-164.228
568.129	451.533	116.596
501.613	491.130	10.483
274.533	417.134	-142.601
500.995	449.406	51.589
308.666	446.292	-137.626
469.277	457.909	11.368
532.430	446.796	85.634
339.973	494.318	-154.345
487.069	425.864	61.205
461.155	459.663	1.491
433.729	490.007	-56.278
411.286	483.995	-72.709
385.522	454.586	-69.064
335.810	431.054	-95.244
496.092	479.177	16.915
456.745	462.046	-5.301
412.358	423.172	-10.814
473.310	488.454	-15.144
490.390	466.111	24.279
462.435	462.025	0.410
391.975	502.308	-110.333
476.125	443.961	32.164
491.809	456.197	35.612
640.650	491.198	149.452
380.685	435.432	-54.747
401.852	477.061	-75.209
437.637	455.741	-18.104
290.673	449.257	-158.585
469.330	413.940	55.390
352.113	423.615	-71.502
476.675	438.827	37.848
476.310	517.485	-41.175
434.299	427.877	6.422
365.735	484.228	-118.492
308.309	454.135	-145.826
533.855	424.486	109.369
513.789	494.665	19.124
449.547	482.349	-32.802
446.410	492.805	-46.395
477.455	452.001	25.454
430.780	402.103	28.677
385.040	450.357	-65.317
392.816	415.486	-22.670
460.133	441.855	18.278
311.094	435.852	-124.758
462.876	434.733	28.143
446.198	504.608	-58.410
406.794	405.955	0.839
449.544	401.924	47.620
398.518	447.397	-48.880
550.638	452.553	98.085
405.885	444.140	-38.255
553.064	445.922	107.142
533.954	479.459	54.495
386.332	451.280	-64.947
541.884	472.286	69.598
497.394	464.208	33.186
515.455	503.484	11.971
424.092	451.327	-27.235
523.544	512.363	11.181
492.342	551.715	-59.373
509.606	476.650	32.956
506.277	494.588	11.689
480.737	421.621	59.117
417.902	459.272	-41.370
478.448	463.007	15.441
437.794	415.263	22.531
472.154	432.634	39.520
458.290	430.495	27.795
457.588	400.007	57.581
462.365	396.703	65.662
354.639	354.555	0.084
505.767	448.923	56.844
642.916	511.714	131.201
426.942	480.856	-53.915
398.105	476.034	-77.929
423.867	470.645	-46.777
500.125	504.300	-4.175
413.182	440.123	-26.941
379.557	444.324	-64.766
368.471	426.751	-58.280
599.404	498.849	100.556
481.806	382.743	99.062
310.771	370.688	-59.917
411.350	469.584	-58.234
564.502	451.496	113.006
393.640	388.352	5.289
370.727	479.794	-109.067
513.419	421.382	92.037
567.148	447.175	119.974
387.695	442.122	-54.427
370.442	472.494	-102.053
421.567	430.227	-8.660
362.460	464.148	-101.688
470.560	463.453	7.108
471.469	435.956	35.514
452.082	465.690	-13.608
405.098	441.641	-36.543
584.200	524.533	59.667
579.219	500.172	79.047
358.053	462.033	-103.980
445.106	426.807	18.298
511.468	474.932	36.537
551.632	479.017	72.615
451.952	517.391	-65.439
441.815	446.515	-4.699
570.987	479.031	91.956
556.655	486.815	69.840
592.154	484.210	107.943
404.377	467.724	-63.347
530.173	478.570	51.603
520.928	517.117	3.812
606.401	521.850	84.551
486.591	511.176	-24.585
581.599	532.825	48.774
451.708	433.326	18.381
493.415	494.609	-1.195
528.487	536.947	-8.460
487.259	491.972	-4.713
451.215	478.725	-27.510
478.023	513.037	-35.014
492.762	499.143	-6.381
484.846	474.022	10.824
587.341	493.727	93.615
424.586	473.312	-48.726
345.169	433.292	-88.123
496.525	506.283	-9.758
493.154	512.556	-19.402
427.570	486.072	-58.502
479.503	503.664	-24.160
394.736	481.218	-86.482
488.239	525.947	-37.708
431.205	486.234	-55.030
490.793	505.549	-14.756
388.490	480.861	-92.371
397.491	487.123	-89.632
376.092	513.044	-136.953
501.419	484.646	16.773
565.487	543.551	21.936
379.393	536.770	-157.377
596.252	506.484	89.768
690.342	494.442	195.900
485.457	501.024	-15.568
635.384	534.573	100.811
391.501	535.096	-143.595
299.748	511.073	-211.325
420.953	535.223	-114.270
345.426	500.994	-155.568
548.862	526.208	22.654
494.558	475.820	18.738
443.507	428.727	14.780
386.216	501.556	-115.339
352.595	493.315	-140.720
565.321	502.795	62.526
719.152	531.454	187.698
400.480	495.639	-95.159
543.771	486.240	57.530
488.446	503.051	-14.605
525.858	469.147	56.711
579.581	511.667	67.914
479.564	491.614	-12.050
397.255	494.758	-97.503
381.442	501.998	-120.556
364.714	465.411	-100.698
639.940	463.283	176.658
516.778	588.104	-71.327
660.475	518.264	142.212
503.276	506.056	-2.780
325.709	455.144	-129.435
584.347	500.806	83.541
488.939	473.312	15.627
516.096	526.890	-10.794
395.431	462.443	-67.012
541.596	533.583	8.012
534.675	498.003	36.672
366.630	499.747	-133.118
417.594	414.220	3.374
519.843	439.426	80.417
426.551	459.806	-33.255
451.399	544.845	-93.446
491.214	499.264	-8.050
444.390	476.428	-32.039
564.837	526.868	37.969
452.031	471.011	-18.979
427.249	447.956	-20.707
448.175	489.913	-41.737
381.121	439.320	-58.198
463.081	503.788	-40.707
570.852	491.344	79.508
489.781	485.366	4.415
498.379	503.405	-5.027
491.640	511.862	-20.221
574.854	498.487	76.367
507.391	485.718	21.674
422.973	490.805	-67.832
554.106	494.729	59.377
611.085	503.774	107.311
553.885	511.643	42.242
586.065	508.768	77.297
533.414	506.642	26.772
630.787	497.656	133.131
527.183	489.711	37.472
461.162	513.140	-51.978
572.583	536.806	35.777
586.888	512.646	74.243
621.043	535.563	85.480
613.532	508.798	104.735
557.044	456.726	100.317
531.866	485.795	46.071
559.386	556.108	3.278
611.368	488.074	123.294
708.845	533.789	175.056
543.329	522.609	20.720
644.561	499.090	145.470
535.648	529.521	6.127
493.677	492.201	1.476
515.478	423.233	92.245
476.261	526.916	-50.655
549.784	517.471	32.313
416.490	468.315	-51.825
493.914	529.405	-35.492
662.402	542.218	120.183
644.374	508.043	136.331
399.913	442.941	-43.028
371.539	413.510	-41.971
446.092	424.610	21.481
425.020	434.665	-9.645
353.737	482.119	-128.382
368.691	457.196	-88.505
354.479	489.553	-135.073
383.053	511.866	-128.813
314.784	485.520	-170.737
392.982	478.647	-85.665
288.679	467.687	-179.008
476.312	438.851	37.461
330.675	443.110	-112.434
266.265	427.860	-161.594
364.949	435.965	-71.016
343.782	430.274	-86.492
362.327	460.720	-98.393
372.592	428.198	-55.606
327.692	474.651	-146.960
368.182	414.084	-45.903
289.519	439.024	-149.505
330.785	410.165	-79.380
406.780	472.170	-65.390
405.137	411.490	-6.354
340.044	444.535	-104.491
305.330	415.993	-110.663
404.933	442.979	-38.046
321.241	420.356	-99.115
355.460	467.144	-111.684
330.500	462.373	-131.873
387.082	494.923	-107.842
318.488	475.716	-157.228
391.265	420.812	-29.547
333.538	401.878	-68.340
549.297	444.771	104.526
410.663	437.293	-26.630
324.298	422.325	-98.027
502.989	496.970	6.019
446.546	475.427	-28.881
527.000	480.586	46.413
419.221	447.920	-28.699
515.817	428.927	86.891
461.871	403.760	58.112
299.226	435.782	-136.556
471.376	495.999	-24.624
375.428	424.643	-49.215
518.019	490.597	27.423
341.221	467.589	-126.369
421.661	387.819	33.843
464.152	408.145	56.007
427.937	466.224	-38.288
478.611	503.128	-24.517
391.898	462.263	-70.365
363.260	422.519	-59.259
464.551	426.805	37.746
469.585	411.256	58.329
442.984	490.548	-47.564
575.137	483.189	91.947
551.902	440.133	111.769
594.448	531.952	62.496
426.360	402.351	24.009
570.622	461.740	108.882
489.768	450.854	38.914
365.672	449.907	-84.235
392.555	429.498	-36.943
414.048	481.365	-67.317
460.405	500.587	-40.182
510.305	400.690	109.615
487.897	526.033	-38.136
516.201	491.392	24.809
547.683	515.097	32.586
497.089	437.100	59.989
588.032	463.206	124.826
591.671	477.674	113.997
596.420	502.867	93.553
435.296	435.730	-0.435
562.525	514.101	48.424
560.984	485.745	75.239
499.100	494.039	5.060
393.255	500.099	-106.843
637.940	488.141	149.799
567.916	460.643	107.273
497.458	440.314	57.144
596.047	517.308	78.739
483.862	441.531	42.331
534.704	500.214	34.490
534.813	522.155	12.658
543.173	492.212	50.960
396.758	516.721	-119.963
577.621	527.750	49.871
618.749	514.921	103.827
455.004	495.219	-40.216
672.513	465.807	206.706
488.380	503.068	-14.689
551.165	446.873	104.292
525.872	435.800	90.072
432.337	494.361	-62.024
559.753	494.592	65.161
515.140	471.570	43.569
448.025	491.774	-43.749
535.198	439.800	95.398
533.466	443.722	89.743
585.893	533.739	52.154
644.381	506.934	137.447
510.019	469.625	40.394
397.376	504.178	-106.802
401.685	487.749	-86.064
357.704	428.718	-71.014
553.576	487.370	66.206
428.768	441.184	-12.416
539.907	545.059	-5.152
565.572	482.536	83.036
409.425	473.962	-64.536
469.844	478.058	-8.215
447.741	443.685	4.055
530.103	517.072	13.031
364.404	473.312	-108.908
468.664	458.933	9.731
326.574	460.238	-133.664
426.678	474.870	-48.192
488.500	435.036	53.464
555.156	509.106	46.050
505.064	511.849	-6.785
485.774	500.881	-15.107
680.781	501.273	179.508
391.304	431.631	-40.326
467.137	430.741	36.396
361.309	448.794	-87.485
485.367	448.502	36.865
427.949	497.049	-69.100
489.176	512.556	-23.380
520.720	507.960	12.759
498.542	482.192	16.350
377.935	456.707	-78.771
391.501	499.663	-108.162
449.576	438.242	11.334
431.778	450.300	-18.523
420.710	494.915	-74.205
343.969	436.582	-92.613
475.374	430.492	44.882
444.409	432.198	12.211
473.541	461.669	11.872
369.870	411.046	-41.176
452.903	492.775	-39.872
566.065	464.251	101.813
458.677	431.007	27.670
516.653	499.910	16.743
445.128	427.264	17.864
479.007	468.491	10.516
418.566	531.616	-113.050
479.431	455.887	23.544
641.814	499.996	141.818
500.070	499.477	0.593
414.176	460.707	-46.532
371.770	470.658	-98.887
374.025	456.092	-82.067
571.748	446.206	125.542
628.615	523.685	104.931
392.695	418.905	-26.210
471.253	481.772	-10.519
399.023	442.198	-43.175
515.972	458.276	57.696
513.738	512.492	1.247
443.595	487.800	-44.205
468.040	497.116	-29.076
496.406	485.850	10.556
559.938	519.061	40.877
522.584	499.111	23.473
378.350	486.095	-107.744
571.941	415.803	156.138
475.262	536.004	-60.742
564.589	505.948	58.641
420.599	489.240	-68.641
574.813	513.096	61.717
557.809	497.729	60.080
547.733	508.403	39.330
468.758	435.433	33.326
498.759	514.017	-15.258
570.489	450.706	119.783
560.216	473.093	87.123
505.126	496.623	8.502
515.743	523.342	-7.598
381.092	503.994	-122.902
573.856	503.540	70.316
541.794	496.778	45.017
529.495	516.605	12.890
565.905	493.315	72.590
469.728	464.970	4.758
399.252	452.768	-53.517
472.818	485.945	-13.127
593.091	413.272	179.819
510.720	505.104	5.616
618.703	522.369	96.334
380.122	480.939	-100.818
493.958	441.088	52.870
373.609	473.312	-99.703
613.944	502.923	111.021
477.309	431.341	45.968
526.625	469.722	56.903
331.272	411.983	-80.711
557.016	521.482	35.535
473.772	499.992	-26.220
515.778	471.450	44.328
367.050	435.433	-68.383
562.191	482.156	80.034
530.849	502.246	28.603
603.521	510.477	93.044
440.434	475.011	-34.577
553.450	522.236	31.214
514.552	482.341	32.211
428.544	459.278	-30.734
570.185	505.708	64.477
474.143	485.636	-11.493
571.986	504.988	66.997
485.778	497.850	-12.072
452.455	531.181	-78.726
360.484	452.086	-91.602
491.340	437.347	53.992
572.623	531.771	40.852
411.493	365.272	46.221
558.273	460.173	98.100
487.655	435.459	52.196
599.786	506.475	93.311
464.141	408.490	55.651
466.006	491.980	-25.974
564.822	505.387	59.436
503.643	481.889	21.754
561.560	497.253	64.306
387.947	471.192	-83.245
531.507	480.867	50.641
473.272	397.623	75.649
350.338	465.413	-115.074
618.123	489.990	128.133
536.573	515.671	20.902
390.108	454.535	-64.427
496.850	472.875	23.975
581.089	457.844	123.246
535.828	522.236	13.592
480.833	501.940	-21.107
528.234	488.386	39.848
474.571	478.943	-4.371
371.485	413.573	-42.087
450.170	496.096	-45.926
566.317	477.597	88.720
489.389	445.382	44.006
587.782	482.618	105.165
398.097	484.308	-86.211
497.489	436.410	61.079
547.821	487.849	59.972
455.824	437.036	18.788
571.781	477.158	94.622
558.153	457.832	100.321
590.509	536.836	53.673
420.040	530.138	-110.098
637.185	485.238	151.947
600.193	536.004	64.188
512.356	475.124	37.231
442.041	494.246	-52.206
349.703	425.312	-75.608
604.519	495.042	109.477
511.496	490.646	20.850
560.287	464.340	95.947
473.913	485.572	-11.659
616.935	513.454	103.481
478.331	434.793	43.538
631.124	517.061	114.063
420.816	514.837	-94.021
388.451	473.312	-84.860
563.345	450.524	112.821
454.785	494.115	-39.330
463.831	489.310	-25.478
565.503	531.694	33.809
588.053	464.277	123.776
583.378	501.620	81.758
555.174	470.755	84.419
552.111	480.318	71.793
565.189	484.068	81.122
614.374	496.255	118.120
676.303	516.058	160.245
563.300	466.300	97.000
643.736	509.332	134.404
375.405	467.414	-92.009
325.994	516.627	-190.633
620.752	497.582	123.170
534.589	507.234	27.355
635.527	504.755	130.772
598.103	480.698	117.405
585.034	496.822	88.213
590.128	484.329	105.799
581.607	529.839	51.768
611.352	494.892	116.460
613.396	464.735	148.660
339.705	405.145	-65.440
603.966	496.179	107.787
583.072	444.719	138.353
451.465	490.718	-39.253
457.614	474.264	-16.650
485.390	506.732	-21.342
518.721	420.139	98.582
464.113	462.012	2.101
474.526	430.214	44.312
575.782	449.891	125.890
475.169	507.216	-32.048
493.948	513.134	-19.187
483.446	438.514	44.932
547.115	516.182	30.932
511.239	473.040	38.199
585.750	505.274	80.476
590.992	440.383	150.609
355.258	485.849	-130.591
350.611	451.424	-100.813
612.627	505.928	106.699
443.579	516.168	-72.589
603.397	540.058	63.339
512.281	467.739	44.541
531.579	476.606	54.974
545.409	426.824	118.584
557.176	522.549	34.627
556.630	476.346	80.284
550.141	534.642	15.500
435.191	502.696	-67.504
483.689	513.443	-29.754
459.123	457.175	1.948
637.413	536.579	100.835
641.599	516.858	124.741
445.158	506.034	-60.876
509.373	458.979	50.394
613.960	526.298	87.662
509.644	522.596	-12.952
477.862	500.317	-22.455
512.226	527.828	-15.603
471.285	496.706	-25.421
572.033	512.984	59.048
661.626	524.383	137.243
544.384	511.793	32.591
633.654	519.188	114.466
548.126	495.582	52.544
562.960	535.632	27.329
546.765	528.223	18.542
584.801	498.102	86.699
460.833	436.840	23.992
549.295	523.427	25.868
550.515	512.899	37.617
572.742	491.344	81.398
490.452	516.772	-26.321
661.246	495.809	165.437
612.366	526.444	85.921
509.842	452.246	57.597
476.636	487.259	-10.623
505.384	454.472	50.911
515.114	505.040	10.074
507.540	512.419	-4.879
515.393	504.371	11.022
544.493	514.223	30.270
553.711	509.938	43.773
665.283	474.427	190.856
320.542	483.648	-163.106
539.934	497.679	42.255
587.867	504.877	82.990
517.025	453.568	63.457
439.440	489.296	-49.855
479.610	466.655	12.954
593.458	519.198	74.260
480.873	488.476	-7.602
649.288	499.387	149.901
552.144	456.068	96.076
568.430	516.113	52.318
440.091	481.938	-41.847
444.885	486.057	-41.172
500.372	527.237	-26.865
526.194	541.297	-15.103
441.965	450.193	-8.228
564.529	529.697	34.832
580.805	507.495	73.311
526.088	479.831	46.257
578.551	498.016	80.535
529.370	461.857	67.513
457.351	492.805	-35.454
519.114	478.397	40.718
553.676	500.544	53.132
447.420	515.065	-67.645
653.762	501.037	152.725
543.421	503.964	39.457
537.352	441.060	96.292
606.984	509.565	97.419
485.843	491.277	-5.434
442.067	476.650	-34.583
482.524	503.218	-20.694
434.699	499.619	-64.920
521.721	449.313	72.408
397.190	477.898	-80.709
463.080	481.482	-18.402
448.644	466.970	-18.326
521.313	513.687	7.626
388.042	506.065	-118.023
563.084	542.197	20.888
488.111	487.564	0.547
411.720	465.316	-53.596
434.101	474.539	-40.437
354.737	384.739	-30.002
588.042	507.881	80.161
564.019	526.346	37.674
449.294	509.115	-59.821
497.938	535.919	-37.981
440.282	451.908	-11.627
324.552	465.044	-140.492
440.556	451.170	-10.614
497.671	511.707	-14.037
513.240	433.045	80.195
420.189	420.295	-0.106
415.604	486.660	-71.056
431.048	515.731	-84.683
500.085	499.906	0.180
445.819	489.040	-43.220
537.202	477.360	59.842
377.044	438.137	-61.093
515.711	512.241	3.470
614.080	477.553	136.527
553.028	449.369	103.660
466.651	479.218	-12.568
376.150	436.075	-59.925
407.571	439.443	-31.871
376.240	468.861	-92.620
551.602	491.374	60.228
538.037	524.534	13.503
502.109	446.856	55.253
456.026	506.232	-50.206
406.357	474.540	-68.183
587.721	452.718	135.002
390.507	487.186	-96.679
379.936	499.760	-119.825
414.237	471.643	-57.406
435.485	483.042	-47.557
456.575	492.191	-35.616
643.052	544.416	98.635
397.156	439.570	-42.414
537.473	455.372	82.101
501.398	451.521	49.876
554.338	482.705	71.633
507.844	474.779	33.065
455.099	465.935	-10.837
506.307	446.592	59.715
539.492	492.930	46.563
604.790	536.924	67.866
369.986	423.143	-53.158
542.865	443.598	99.267
607.164	500.707	106.456
408.036	486.052	-78.015
424.418	405.795	18.623
368.450	446.943	-78.493
513.409	486.703	26.706
401.583	465.110	-63.527
493.635	477.961	15.673
429.514	407.793	21.721
511.639	469.603	42.035
522.208	456.391	65.818
433.217	479.436	-46.219
462.094	435.690	26.403
458.506	412.002	46.505
479.564	469.933	9.630
424.261	470.571	-46.310
596.318	511.827	84.491
342.834	436.917	-94.083
489.951	422.297	67.654
611.097	448.110	162.986
618.542	461.424	157.118
414.048	547.834	-133.787
523.454	471.326	52.128
320.239	422.465	-102.225
446.618	454.044	-7.426
543.192	411.873	131.319
525.592	449.532	76.061
507.343	500.251	7.091
475.433	520.176	-44.743
486.406	521.315	-34.909
411.268	479.972	-68.704
468.489	440.923	27.567
368.038	499.639	-131.600
555.712	523.529	32.184
373.256	445.977	-72.722
378.561	454.454	-75.893
296.944	442.318	-145.374
532.440	430.972	101.468
427.444	438.043	-10.598
494.527	525.216	-30.689
236.125	494.159	-258.035
339.571	481.792	-142.221
492.469	437.988	54.481
401.515	498.282	-96.767
339.239	473.100	-133.861
473.902	442.566	31.336
533.314	497.872	35.442
461.799	423.214	38.585
365.603	457.902	-92.299
356.252	467.355	-111.103
341.109	521.580	-180.472
392.451	391.724	0.727
511.480	450.384	61.096
563.193	499.644	63.549
388.425	507.045	-118.620
596.471	546.229	50.242
529.829	459.789	70.040
327.891	389.463	-61.572
456.817	492.818	-36.001
445.368	439.611	5.757
420.635	493.995	-73.360
570.084	481.194	88.891
509.188	507.865	1.323
388.453	497.039	-108.586
362.529	489.566	-127.037
540.224	484.702	55.522
419.104	491.929	-72.825
417.415	528.811	-111.395
550.417	477.788	72.629
465.734	482.988	-17.253
588.355	506.826	81.528
493.228	469.305	23.923
396.526	458.842	-62.315
508.880	533.783	-24.903
367.861	451.574	-83.712
430.032	455.893	-25.862
441.404	467.052	-25.648
516.594	494.678	21.917
451.789	485.606	-33.817
357.778	430.108	-72.331
536.341	497.905	38.437
474.138	480.899	-6.761
460.443	459.435	1.008
529.093	511.204	17.889
453.694	482.915	-29.221
434.699	410.766	23.933
517.292	508.961	8.331
421.393	441.928	-20.535
541.388	465.655	75.733
401.181	476.566	-75.385
486.428	530.922	-44.495
367.055	473.861	-106.806
639.867	544.016	95.851
556.153	483.648	72.505
658.119	486.382	171.737
584.167	481.822	102.345
556.165	450.029	106.137
530.665	449.309	81.356
493.773	489.578	4.194
648.078	512.813	135.265
474.257	464.184	10.073
526.699	482.838	43.862
567.105	436.097	131.008
601.183	484.355	116.828
500.827	518.448	-17.621
447.118	481.044	-33.926
557.333	490.048	67.285
400.020	483.206	-83.186
469.044	522.819	-53.775
519.706	446.861	72.845
528.492	506.355	22.137
547.398	518.898	28.500
545.829	470.411	75.418
590.063	481.066	108.996
486.473	486.923	-0.450
315.747	400.213	-84.466
649.386	515.701	133.685
472.848	511.382	-38.534
430.372	501.755	-71.383
533.456	496.125	37.331
565.875	508.061	57.815
508.189	496.983	11.206
560.787	493.815	66.972
573.986	526.474	47.512
536.520	520.856	15.664
600.974	556.715	44.259
501.252	499.704	1.548
515.639	515.560	0.079
607.709	448.073	159.635
476.584	468.564	8.021
427.710	448.614	-20.905
474.082	453.978	20.103
384.520	450.757	-66.238
485.488	475.247	10.241
345.345	510.821	-165.476
531.603	477.925	53.678
541.437	474.441	66.995
659.924	509.705	150.219
390.408	534.279	-143.871
514.926	419.445	95.481
563.053	489.834	73.219
451.303	499.764	-48.461
397.559	464.577	-67.017
529.461	469.699	59.762
502.591	488.563	14.028
578.526	475.133	103.393
481.889	492.784	-10.895
399.889	454.271	-54.382
460.376	467.163	-6.787
396.512	435.707	-39.196
292.283	411.944	-119.661
456.275	484.145	-27.870
555.040	481.504	73.537
450.074	557.482	-107.408
478.665	444.364	34.302
438.666	473.949	-35.283
352.949	498.614	-145.665
454.206	470.906	-16.700
543.179	509.470	33.708
373.853	508.383	-134.531
654.242	452.788	201.453
458.910	430.539	28.371
437.612	423.382	14.230
599.963	510.950	89.013
409.890	444.782	-34.891
416.945	469.668	-52.722
577.874	494.734	83.140
349.873	410.972	-61.099
583.532	449.179	134.353
379.449	403.238	-23.789
438.900	496.936	-58.036
493.153	493.547	-0.393
351.187	428.328	-77.142
427.674	503.979	-76.306
374.710	529.380	-154.670
424.514	504.822	-80.308
361.738	502.840	-141.101
298.720	439.824	-141.104
489.750	484.111	5.640
484.613	472.463	12.150
377.450	413.330	-35.880
468.643	484.556	-15.913
405.072	476.050	-70.978
330.707	487.654	-156.947
433.337	441.968	-8.631
434.795	493.025	-58.230
484.972	492.235	-7.263
510.078	463.877	46.201
485.505	451.100	34.405
392.515	505.965	-113.450
470.736	420.191	50.545
401.456	436.032	-34.576
343.088	458.349	-115.261
293.749	443.317	-149.568
420.042	447.093	-27.051
512.640	458.238	54.402
451.478	465.095	-13.617
629.050	509.260	119.789
550.681	502.417	48.264
579.528	484.165	95.364
579.267	493.671	85.596
567.693	549.092	18.601
645.991	507.799	138.192
505.555	572.395	-66.839
433.445	520.899	-87.454
475.487	486.847	-11.360
673.095	513.143	159.953
492.365	533.241	-40.875
549.851	518.375	31.476
639.224	519.148	120.076
520.625	476.428	44.197
451.646	481.421	-29.775
486.939	493.874	-6.935
540.782	483.098	57.685
579.932	505.215	74.716
469.972	514.094	-44.122
546.828	455.122	91.705
453.676	509.737	-56.062
553.737	517.934	35.804
465.480	527.580	-62.100
750.394	516.035	234.358
468.128	489.154	-21.026
517.053	491.707	25.346
485.113	518.589	-33.477
485.388	430.655	54.733
439.802	507.491	-67.689
588.359	517.055	71.303
438.436	496.186	-57.751
465.404	471.142	-5.738
589.150	496.221	92.930
466.446	520.825	-54.378
586.944	474.574	112.369
617.478	513.884	103.593
424.736	501.659	-76.923
436.613	502.103	-65.490
437.032	499.036	-62.004
495.225	488.122	7.103
552.944	527.121	25.823
532.872	480.916	51.956
530.199	496.856	33.343
430.371	420.776	9.595
425.861	427.895	-2.034
383.873	407.513	-23.640
499.225	412.510	86.715
416.503	493.016	-76.513
502.999	509.740	-6.742
547.294	481.204	66.090
347.285	455.310	-108.024
320.546	409.493	-88.947
423.076	445.052	-21.976
437.447	462.897	-25.450
518.433	500.514	17.918
435.719	449.500	-13.781
487.053	446.013	41.040
377.142	417.425	-40.283
441.200	566.062	-124.862
505.150	445.312	59.837
290.077	442.660	-152.583
291.641	463.336	-171.694
504.591	478.560	26.031
510.247	497.505	12.743
538.279	479.888	58.391
482.813	476.987	5.826
510.307	473.085	37.222
509.266	488.044	21.222
508.443	501.136	7.307
560.840	479.254	81.586
428.249	478.605	-50.356
390.175	484.250	-94.075
355.657	498.625	-142.968
383.592	459.232	-75.640
531.954	430.401	101.553
580.142	492.205	87.937
478.133	520.496	-42.364
619.681	535.279	84.402
616.848	516.357	100.491
433.725	517.409	-83.684
568.282	485.765	82.517
568.886	504.984	63.902
518.600	486.990	31.610
404.128	368.148	35.981
540.044	497.845	42.199
549.169	524.386	24.784
527.395	505.537	21.859
594.102	491.901	102.201
627.879	493.229	134.650
589.555	533.588	55.967
461.794	516.541	-54.747
518.607	481.258	37.349
585.670	517.955	67.715
438.914	494.232	-55.318
374.243	405.652	-31.408
531.066	479.675	51.390
532.760	516.682	16.078
479.844	519.275	-39.431
605.507	513.177	92.330
495.665	521.538	-25.873
597.427	491.018	106.409
661.583	532.696	128.886
352.965	472.690	-119.726
604.565	523.890	80.675
494.849	470.951	23.899
394.185	461.554	-67.369
434.038	492.274	-58.236
483.196	457.695	25.501
341.030	438.288	-97.258
377.941	475.890	-97.948
437.044	478.981	-41.937
493.010	477.407	15.604
559.459	455.521	103.938
633.154	517.681	115.473
404.331	440.687	-36.356
544.998	478.176	66.822
484.018	430.509	53.509
444.759	490.598	-45.839
411.697	470.292	-58.595
456.322	435.245	21.077
313.204	473.312	-160.108
301.900	423.943	-122.043
368.631	473.312	-104.681
434.968	517.246	-82.278
441.175	465.031	-23.856
452.884	462.829	-9.944
583.486	444.422	139.064
337.275	490.430	-153.155
332.730	428.063	-95.333
388.544	493.375	-104.831
547.264	490.218	57.045
580.210	466.340	113.871
481.521	455.320	26.201
342.216	428.465	-86.249
403.308	468.638	-65.329
277.760	463.855	-186.094
394.364	446.802	-52.438
466.469	466.841	-0.373
490.418	472.148	18.270
617.246	434.430	182.816
521.877	485.243	36.635
434.132	491.533	-57.400
521.825	497.189	24.636
423.356	480.378	-57.023
398.039	495.245	-97.206
412.801	455.904	-43.103
348.022	421.433	-73.412
383.235	520.335	-137.100
493.651	402.051	91.600
474.942	512.527	-37.585
529.086	443.112	85.974
372.802	484.627	-111.826
504.647	453.204	51.443
549.616	500.330	49.286
340.485	483.050	-142.566
459.872	490.451	-30.579
473.581	500.570	-26.989
482.734	508.776	-26.043
596.120	458.729	137.391
349.392	440.731	-91.339
447.207	451.586	-4.379
518.421	475.594	42.827
453.949	432.524	21.426
403.494	420.582	-17.088
442.108	413.047	29.061
323.371	453.660	-130.289
491.397	401.027	90.370
337.148	402.192	-65.045
443.803	416.608	27.195
337.442	389.428	-51.986
467.652	458.872	8.781
493.526	468.664	24.862
402.244	446.416	-44.172
424.512	469.684	-45.172
520.228	412.823	107.405
612.956	434.298	178.659
355.521	405.362	-49.841
465.952	447.408	18.544
425.134	478.211	-53.077
481.981	390.461	91.520
236.618	417.175	-180.557
300.070	430.581	-130.510
374.781	386.073	-11.292
433.434	429.280	4.154
431.371	512.351	-80.980
498.231	423.083	75.148
355.331	421.804	-66.472
401.253	417.467	-16.214
464.466	420.769	43.697
333.385	475.484	-142.099
340.352	477.158	-136.807
404.998	400.967	4.031
389.042	453.735	-64.693
466.020	437.015	29.004
512.770	496.566	16.204
369.711	450.770	-81.059
510.731	427.741	82.990
422.891	427.963	-5.072
415.150	391.929	23.221
303.411	416.523	-113.111
551.514	504.925	46.589
345.088	506.949	-161.861
472.842	473.057	-0.215
499.573	504.281	-4.708
640.983	514.394	126.589
482.617	419.006	63.611
410.728	500.536	-89.808
606.971	505.584	101.388
340.498	402.797	-62.299
448.857	421.140	27.717
389.596	410.472	-20.876
611.204	506.512	104.692
419.545	471.319	-51.774
382.916	426.705	-43.789
414.403	449.253	-34.850
410.060	407.663	2.397
560.894	429.704	131.190
398.217	415.090	-16.873
417.968	489.988	-72.020
445.428	406.142	39.285
417.595	479.565	-61.970
334.843	460.099	-125.256
341.688	406.079	-64.391
327.091	406.206	-79.116
418.610	454.870	-36.259
411.181	495.779	-84.599
441.467	424.874	16.592
478.924	483.245	-4.321
480.552	472.269	8.284
546.374	438.988	107.386
383.626	475.903	-92.276
419.753	475.746	-55.993
362.810	456.419	-93.609
337.360	456.342	-118.982
344.540	488.499	-143.958
356.140	509.192	-153.052
352.480	487.453	-134.973
617.840	482.661	135.179
344.337	454.524	-110.187
363.644	458.106	-94.462
463.765	490.466	-26.700
489.599	519.841	-30.242
361.673	481.444	-119.770
584.832	472.672	112.161
517.813	458.889	58.924
354.130	439.191	-85.062
600.249	513.147	87.102
386.194	485.619	-99.424
659.414	498.239	161.176
535.524	498.410	37.114
383.620	505.091	-121.471
341.623	326.079	15.544
430.976	388.757	42.219
426.054	464.094	-38.040
333.941	451.934	-117.993
560.858	473.639	87.219
303.658	407.566	-103.909
473.252	411.486	61.766
325.211	450.697	-125.486
470.595	449.840	20.755
484.345	487.864	-3.520
528.183	504.435	23.748
468.738	472.013	-3.275
323.393	460.814	-137.421
473.609	513.178	-39.569
319.409	444.402	-124.993
390.679	455.192	-64.514
476.205	463.917	12.288
390.847	440.598	-49.752
372.680	499.797	-127.118
483.415	428.888	54.527
348.021	481.595	-133.575
409.683	483.579	-73.896
469.525	489.018	-19.493
571.810	448.846	122.964
334.110	415.243	-81.132
356.483	482.972	-126.489
305.689	417.841	-112.151
390.594	463.727	-73.133
471.327	408.439	62.888
473.551	513.894	-40.343
494.768	483.513	11.255
564.756	514.188	50.568
409.649	482.684	-73.034
505.053	482.122	22.931
453.647	499.814	-46.167
515.284	510.417	4.866
455.540	445.915	9.625
447.581	463.767	-16.186
324.523	461.543	-137.020
556.486	465.755	90.730
476.858	477.053	-0.195
573.409	502.267	71.142
446.450	533.528	-87.078
472.550	512.723	-40.173
534.194	554.835	-20.641
426.437	506.672	-80.235
468.994	457.283	11.711
455.948	431.733	24.214
438.300	488.811	-50.511
357.447	447.839	-90.392
584.319	502.481	81.838
486.384	475.386	10.998
560.626	500.124	60.502
425.792	448.649	-22.857
412.249	476.014	-63.765
462.228	517.912	-55.684
495.746	482.064	13.683
447.229	497.343	-50.115
524.469	519.468	5.001
457.636	444.874	12.763
385.261	461.056	-75.795
435.988	517.304	-81.315
497.993	521.730	-23.737
439.757	464.382	-24.625
390.329	473.312	-82.983
430.757	452.831	-22.075
532.737	501.466	31.271
462.388	492.427	-30.039
534.927	493.114	41.813
553.418	468.249	85.168
415.862	479.807	-63.945
358.380	452.640	-94.260
506.560	438.763	67.797
588.059	485.362	102.697
622.821	494.811	128.010
506.804	458.686	48.118
463.185	394.533	68.652
339.469	421.976	-82.507
581.985	484.693	97.292
326.567	429.945	-103.379
509.278	485.616	23.662
606.012	472.810	133.202
457.576	458.958	-1.382
450.737	444.839	5.897
420.150	458.909	-38.759
275.737	416.168	-140.431
418.374	481.317	-62.943
351.603	495.859	-144.256
300.354	437.242	-136.888
391.861	494.566	-102.706
446.271	527.918	-81.647
451.924	487.960	-36.037
480.284	525.970	-45.686
369.477	462.571	-93.094
460.991	514.227	-53.236
498.111	525.741	-27.631
356.680	473.347	-116.667
336.631	495.424	-158.792
309.300	471.188	-161.887
426.903	482.789	-55.886
558.276	502.036	56.240
469.888	439.987	29.901
457.093	480.305	-23.212
522.997	432.903	90.094
497.907	457.269	40.638
550.063	503.944	46.119
575.538	483.215	92.323
441.184	491.722	-50.538
577.191	497.889	79.303
480.571	513.823	-33.251
597.833	475.440	122.393
575.740	491.054	84.687
542.672	494.841	47.831
384.358	428.380	-44.022
438.257	519.614	-81.357
573.425	462.314	111.110
613.169	500.394	112.775
590.792	461.744	129.048
422.293	495.175	-72.882
493.658	487.637	6.020
457.281	507.782	-50.501
489.891	450.003	39.888
529.444	494.832	34.611
562.928	493.526	69.401
504.780	496.630	8.150
587.604	472.710	114.894
515.314	430.805	84.509
623.266	498.646	124.620
468.795	479.132	-10.337
535.899	519.520	16.379
567.812	505.611	62.202
575.385	467.852	107.533
415.650	525.926	-110.276
491.126	388.151	102.974
513.960	522.006	-8.046
580.407	544.781	35.627
443.268	488.503	-45.235
641.578	516.378	125.200
605.510	512.336	93.175
553.199	534.333	18.866
561.812	538.036	23.777
476.265	484.612	-8.347
689.253	515.011	174.242
669.868	505.729	164.138
600.420	490.374	110.046
500.015	490.123	9.892
418.009	469.242	-51.233
574.498	505.095	69.403
522.453	477.113	45.340
628.609	520.886	107.723
536.652	494.772	41.880
511.490	462.159	49.331
622.026	513.691	108.334
344.769	395.294	-50.525
570.682	513.156	57.526
659.715	526.123	133.592
621.111	501.337	119.774
379.892	459.463	-79.572
582.433	458.675	123.758
458.432	452.116	6.316
511.650	443.012	68.638
420.357	473.123	-52.766
421.474	502.726	-81.252
545.403	510.604	34.799
415.746	548.157	-132.411
472.584	491.665	-19.081
580.894	452.150	128.744
593.170	523.659	69.512
556.709	526.551	30.157
510.826	403.740	107.086
615.856	488.567	127.288
485.259	444.221	41.039
424.135	477.111	-52.977
566.965	514.926	52.039
582.925	489.437	93.488
370.721	450.740	-80.019
446.628	445.062	1.566
478.252	456.824	21.428
504.573	470.949	33.624
408.529	443.701	-35.172
613.713	527.880	85.833
537.646	462.145	75.501
544.069	532.555	11.514
459.801	436.606	23.195
471.373	539.087	-67.714
562.598	502.527	60.071
600.240	487.153	113.086
661.462	523.730	137.732
594.799	503.818	90.981
472.847	503.524	-30.677
474.594	451.627	22.967
506.068	447.493	58.575
490.911	478.170	12.741
503.846	516.730	-12.883
523.927	435.032	88.895
557.273	429.397	127.876
428.713	490.191	-61.479
514.391	507.918	6.473
606.349	533.442	72.907
534.550	511.549	23.002
404.942	441.615	-36.673
352.740	402.084	-49.344
436.123	500.470	-64.347
437.109	469.598	-32.489
574.806	451.138	123.667
291.849	485.680	-193.831
500.764	482.705	18.059
336.695	438.613	-101.918
482.964	442.404	40.560
413.849	464.040	-50.191
370.690	413.081	-42.392
446.192	419.758	26.435
341.284	494.584	-153.300
431.319	512.774	-81.456
350.879	418.215	-67.336
481.129	480.511	0.618
283.192	481.314	-198.122
397.231	439.774	-42.543
484.346	496.092	-11.746
365.497	435.179	-69.682
412.796	436.212	-23.416
329.175	433.124	-103.949
366.453	401.970	-35.517
410.612	496.573	-85.961
442.492	441.218	1.274
430.504	436.243	-5.739
521.788	525.294	-3.507
399.060	413.346	-14.286
377.943	472.749	-94.806
346.721	474.040	-127.319
485.072	431.135	53.936
360.729	482.792	-122.063
401.948	481.361	-79.413
393.725	438.029	-44.303
520.842	466.507	54.335
451.265	486.227	-34.963
548.496	495.116	53.380
523.687	516.228	7.459
561.424	469.393	92.031
451.241	447.432	3.809
380.192	485.592	-105.400
538.460	527.204	11.256
588.790	503.550	85.241
524.628	472.985	51.643
453.151	501.133	-47.982
434.938	470.625	-35.687
538.628	490.280	48.349
412.306	509.625	-97.319
370.916	462.483	-91.568
472.015	511.450	-39.435
321.337	475.155	-153.818
514.884	420.525	94.359
382.389	449.657	-67.268
405.130	493.829	-88.699
499.602	449.723	49.879
325.059	370.894	-45.836
366.253	457.931	-91.678
366.629	471.755	-105.125
499.286	508.115	-8.829
399.663	470.068	-70.405
559.571	492.531	67.040
543.785	521.806	21.979
476.129	461.766	14.363
358.182	489.840	-131.657
446.282	485.006	-38.724
529.497	506.111	23.387
523.166	543.493	-20.327
658.542	468.719	189.823
560.270	532.071	28.199
590.102	515.717	74.385
449.474	498.642	-49.167
565.906	524.417	41.489
610.416	500.617	109.799
588.003	547.373	40.630
691.370	523.226	168.144
465.068	464.934	0.134
567.162	511.390	55.771
545.467	496.563	48.904
626.613	506.024	120.589
551.103	491.614	59.489
526.927	504.238	22.689
543.324	486.336	56.989
534.972	490.360	44.613
590.957	514.728	76.229
304.406	450.104	-145.698
513.910	469.648	44.262
534.098	445.221	88.877
497.051	460.603	36.448
467.481	410.009	57.472
545.704	462.297	83.407
400.811	452.081	-51.270
367.962	424.823	-56.861
449.493	473.025	-23.531
403.920	489.007	-85.087
431.089	454.877	-23.788
440.990	469.492	-28.502
450.648	419.951	30.698
472.678	440.871	31.807
424.331	453.050	-28.719
552.638	446.995	105.643
483.434	477.591	5.843
465.687	447.105	18.582
421.786	436.620	-14.834
410.953	450.987	-40.034
431.344	489.598	-58.254
495.240	444.406	50.834
380.312	444.821	-64.509
509.819	455.792	54.027
362.335	460.690	-98.355
436.878	461.511	-24.633
396.657	476.974	-80.317
324.116	491.194	-167.078
429.965	494.508	-64.543
371.012	465.078	-94.067
443.042	481.257	-38.215
558.140	467.141	90.999
438.468	475.067	-36.599
364.448	445.512	-81.064
420.956	425.449	-4.493
479.291	401.148	78.143
404.527	502.486	-97.958
430.901	436.217	-5.316
613.455	537.564	75.890
542.945	488.480	54.465
472.745	493.339	-20.595
475.318	487.413	-12.095
473.394	433.789	39.604
378.509	446.169	-67.660
434.687	465.284	-30.597
423.192	513.458	-90.267
304.900	433.445	-128.545
464.791	522.065	-57.274
532.357	465.801	66.556
522.737	522.562	0.175
436.507	461.457	-24.951
508.632	525.607	-16.974
613.988	538.563	75.426
528.360	487.571	40.789
377.930	448.452	-70.522
386.380	500.587	-114.207
616.166	408.586	207.580
414.164	443.704	-29.540
415.750	451.714	-35.964
570.603	491.008	79.595
597.846	515.183	82.664
432.396	494.138	-61.742
493.347	497.365	-4.018
447.108	456.699	-9.591
428.282	492.201	-63.920
439.426	471.887	-32.462
534.003	487.547	46.456
550.230	529.842	20.388
486.091	488.716	-2.625
479.642	444.698	34.944
457.170	459.429	-2.259
595.894	499.069	96.826
433.555	426.197	7.358
548.388	502.571	45.817
669.906	523.033	146.872
599.552	514.077	85.475
550.830	506.165	44.665
530.530	469.744	60.786
455.790	515.688	-59.898
554.500	458.198	96.302
584.417	493.701	90.716
620.389	525.274	95.115
653.506	504.444	149.062
436.484	429.631	6.853
549.588	540.094	9.494
610.463	535.116	75.348
534.228	441.882	92.345
560.436	498.170	62.266
455.155	478.884	-23.729
426.977	470.481	-43.503
495.990	447.928	48.063
668.317	495.544	172.773
461.668	509.190	-47.522
603.253	476.054	127.199
432.209	538.636	-106.426
491.475	505.464	-13.989
503.740	541.340	-37.600
447.274	493.005	-45.732
554.116	514.823	39.293
601.570	499.457	102.113
551.258	516.627	34.631
430.685	526.393	-95.707
451.805	415.460	36.345
449.840	502.957	-53.117
521.635	497.836	23.799
610.759	457.605	153.154
361.245	436.597	-75.352
445.133	437.553	7.580
511.845	521.022	-9.177
526.992	515.271	11.721
542.791	437.644	105.147
460.553	490.205	-29.652
558.490	484.932	73.558
532.440	509.316	23.124
485.897	498.415	-12.518
541.415	425.884	115.531
368.788	473.312	-104.523
237.895	432.431	-194.536
412.729	476.941	-64.213
405.754	399.677	6.076
524.545	476.710	47.836
473.875	451.975	21.900
519.939	523.110	-3.171
488.492	484.915	3.578
286.402	518.446	-232.044
491.897	515.907	-24.010
408.375	431.793	-23.419
502.329	480.406	21.922
491.612	496.626	-5.014
526.058	482.405	43.653
348.447	463.855	-115.408
570.186	498.700	71.485
426.570	498.337	-71.767
473.541	454.695	18.845
481.464	487.834	-6.371
475.594	508.073	-32.479
402.362	415.631	-13.269
481.698	487.069	-5.371
584.327	477.170	107.157
486.999	473.756	13.243
375.196	467.328	-92.132
568.326	488.447	79.879
513.342	402.778	110.564
405.622	436.800	-31.178
430.614	463.446	-32.832
396.268	480.102	-83.834
350.313	482.938	-132.625
552.562	444.349	108.212
588.911	455.818	133.093
461.834	477.361	-15.527
353.822	390.355	-36.534
542.361	486.600	55.760
521.500	435.900	85.600
311.817	477.066	-165.248
450.546	477.733	-27.187
571.824	505.498	66.326
531.034	458.072	72.962
463.065	507.336	-44.271
347.744	509.623	-161.879
492.978	434.772	58.207
466.602	440.053	26.549
418.759	497.219	-78.461
513.712	489.393	24.319
412.761	419.372	-6.611
408.145	397.229	10.916
403.753	422.620	-18.868
619.429	516.944	102.485
504.628	495.411	9.217
310.712	463.468	-152.756
484.464	509.693	-25.229
528.194	493.469	34.724
591.205	493.285	97.919
571.640	507.195	64.445
418.062	456.073	-38.012
518.788	501.151	17.637
580.154	539.793	40.361
490.103	471.243	18.859
548.843	590.881	-42.038
327.424	399.817	-72.393
550.431	562.359	-11.928
453.338	458.622	-5.284
529.801	490.607	39.194
450.501	517.312	-66.811
301.379	445.692	-144.313
312.253	484.051	-171.797
529.585	525.476	4.109
497.725	529.182	-31.457
564.029	526.388	37.641
245.975	473.987	-228.013
518.355	502.053	16.302
466.838	511.110	-44.272
605.879	514.244	91.635
597.382	546.199	51.183
473.248	471.909	1.339
592.950	499.864	93.086
489.262	413.150	76.112
620.747	525.969	94.779
491.954	482.576	9.378
540.622	485.936	54.686
498.314	470.439	27.875
524.533	453.018	71.515
652.273	438.189	214.084
331.041	435.620	-104.579
405.996	457.975	-51.979
571.742	498.217	73.525
388.840	490.440	-101.600
498.213	464.433	33.780
456.070	469.885	-13.815
522.288	510.996	11.292
427.671	444.775	-17.104
413.646	518.396	-104.749
367.112	458.939	-91.827
378.319	425.376	-47.057
468.689	484.346	-15.657
444.522	406.838	37.684
437.162	454.387	-17.225
441.267	396.389	44.878
420.423	492.858	-72.435
524.667	502.970	21.697
502.496	449.556	52.940
361.985	436.030	-74.045
520.079	515.442	4.637
481.388	424.273	57.115
352.137	442.780	-90.643
406.854	481.445	-74.591
468.375	419.658	48.718
363.254	478.351	-115.097
618.841	459.330	159.510
521.742	457.806	63.936
509.868	472.955	36.913
569.135	425.007	144.127
478.192	451.601	26.591
558.602	486.416	72.186
386.690	473.312	-86.622
523.823	427.024	96.799
491.966	468.619	23.347
515.975	465.361	50.613
454.158	499.264	-45.106
442.856	471.823	-28.967
528.988	504.705	24.283
468.182	477.724	-9.542
537.042	432.828	104.214
578.359	517.974	60.385
301.651	342.402	-40.751
467.624	444.445	23.180
554.979	461.984	92.994
562.855	470.709	92.146
367.554	434.722	-67.168
547.212	470.308	76.905
391.773	473.892	-82.118
347.016	463.524	-116.508
511.240	456.216	55.023
440.030	483.539	-43.509
474.319	461.516	12.803
589.224	473.111	116.112
519.198	510.136	9.062
526.314	491.271	35.043
617.790	540.328	77.462
564.855	521.663	43.192
462.995	459.156	3.839
582.262	441.321	140.941
367.341	483.828	-116.487
492.043	457.643	34.400
505.679	506.587	-0.908
487.387	479.571	7.816
472.995	476.179	-3.183
374.397	430.488	-56.091
518.045	492.902	25.142
452.086	488.670	-36.584
433.566	399.640	33.927
524.753	496.743	28.010
422.288	453.988	-31.700
434.187	480.310	-46.122
594.866	498.625	96.241
325.166	421.692	-96.526
445.802	422.165	23.637
328.461	470.891	-142.430
542.043	529.262	12.781
476.259	498.346	-22.087
306.726	475.180	-168.454
421.865	429.209	-7.344
649.231	491.961	157.270
653.196	456.395	196.801
535.507	492.312	43.195
525.111	529.817	-4.706
614.954	495.749	119.205
652.952	511.767	141.184
491.974	510.872	-18.897
505.760	441.474	64.286
689.395	528.570	160.825
597.184	534.076	63.108
540.128	465.573	74.555
632.287	507.281	125.006
623.037	540.384	82.653
469.818	505.747	-35.928
527.315	506.826	20.489
472.831	425.990	46.841
551.063	485.826	65.237
631.334	503.317	128.017
613.475	516.078	97.397
480.750	567.968	-87.218
523.653	557.525	-33.871
584.597	470.966	113.631
635.415	505.549	129.866
533.804	511.287	22.517
350.260	439.633	-89.373
471.711	423.815	47.896
485.025	451.918	33.107
485.628	485.964	-0.336
602.079	478.578	123.501
405.996	432.471	-26.474
413.327	427.895	-14.569
297.244	394.779	-97.535
608.846	498.342	110.504
349.587	445.021	-95.434
519.035	448.319	70.716
449.880	474.741	-24.862
541.981	463.499	78.482
532.435	443.594	88.841
307.973	382.655	-74.682
392.448	515.800	-123.352
384.264	460.749	-76.485
362.448	461.957	-99.510
348.393	435.647	-87.254
375.185	420.396	-45.212
419.427	447.188	-27.761
449.144	460.806	-11.662
516.266	431.952	84.314
413.956	524.404	-110.449
456.315	457.209	-0.894
369.029	481.655	-112.626
371.366	478.754	-107.388
402.300	462.072	-59.772
377.107	446.960	-69.853
523.010	456.977	66.034
456.738	473.106	-16.368
576.817	465.638	111.179
473.900	438.016	35.884
532.698	510.572	22.126
429.261	422.299	6.962
322.263	414.846	-92.583
328.344	418.857	-90.513
416.190	426.876	-10.686
426.113	427.321	-1.208
520.315	491.231	29.084
469.313	447.706	21.607
404.165	462.570	-58.405
525.649	438.974	86.675
405.386	478.356	-72.969
605.725	433.886	171.838
330.422	430.591	-100.169
350.727	426.677	-75.950
504.611	495.192	9.419
555.583	482.142	73.441
582.570	489.844	92.725
388.379	493.664	-105.284
411.202	531.581	-120.378
642.665	479.597	163.068
493.331	434.550	58.780
424.030	529.114	-105.084
329.160	453.833	-124.672
483.415	478.141	5.274
430.047	466.605	-36.559
465.999	484.335	-18.336
524.117	451.271	72.845
403.273	425.670	-22.397
335.007	429.910	-94.902
332.366	472.702	-140.336
357.083	507.114	-150.031
526.399	529.701	-3.302
539.843	512.693	27.150
450.400	433.646	16.753
387.323	509.906	-122.583
426.837	436.389	-9.551
418.545	452.827	-34.282
336.728	465.654	-128.926
545.353	435.746	109.607
369.268	446.492	-77.224
334.676	426.180	-91.504
435.452	437.442	-1.990
475.747	506.906	-31.160
469.608	497.343	-27.736
476.394	493.278	-16.884
397.346	494.075	-96.728
457.933	482.546	-24.614
574.275	513.396	60.879
562.112	461.736	100.376
462.148	375.313	86.836
347.122	493.667	-146.545
491.289	503.977	-12.688
469.159	435.239	33.920
372.713	453.611	-80.898
545.805	454.499	91.306
556.772	439.093	117.679
409.786	463.020	-53.233
428.048	508.028	-79.980
495.662	515.091	-19.429
391.863	545.690	-153.828
457.249	516.233	-58.983
581.163	465.548	115.614
384.534	450.700	-66.165
621.750	510.589	111.161
430.537	492.188	-61.651
446.310	422.243	24.067
394.737	487.367	-92.631
402.868	435.833	-32.965
547.086	457.412	89.674
471.243	468.854	2.389
429.182	457.545	-28.363
367.207	448.734	-81.528
368.400	454.918	-86.518
409.619	416.334	-6.715
604.180	505.785	98.395
392.000	426.274	-34.274
451.894	450.179	1.716
523.195	419.968	103.227
490.865	486.352	4.514
330.058	537.925	-207.867
489.258	475.611	13.646
464.140	521.743	-57.603
393.258	438.885	-45.627
510.028	427.356	82.673
575.886	500.639	75.247
413.284	462.006	-48.721
555.793	446.295	109.498
376.082	433.033	-56.952
499.414	431.673	67.740
499.202	428.821	70.380
245.821	463.062	-217.241
655.844	478.097	177.748
318.688	440.204	-121.517
322.220	445.763	-123.543
423.272	459.456	-36.185
443.005	496.693	-53.688
408.280	399.090	9.190
434.145	402.472	31.673
561.583	492.011	69.572
360.540	396.129	-35.589
466.849	412.883	53.966
466.413	425.164	41.249
380.474	473.312	-92.838
449.215	454.161	-4.946
476.538	463.627	12.911
389.380	443.631	-54.251
486.362	455.161	31.202
534.559	485.696	48.863
686.480	486.247	200.232
514.208	496.615	17.593
421.420	389.911	31.509
343.765	519.109	-175.344
386.158	525.427	-139.268
478.578	481.530	-2.952
343.734	466.083	-122.349
563.439	493.481	69.958
593.724	516.135	77.588
627.734	500.126	127.608
491.194	499.974	-8.780
516.649	458.669	57.980
489.892	470.711	19.181
363.259	468.892	-105.634
457.676	497.602	-39.926
528.069	492.517	35.553
562.516	464.934	97.582
482.094	501.988	-19.895
416.652	491.598	-74.946
447.412	482.155	-34.743
562.165	507.013	55.151
655.499	488.884	166.615
617.928	490.058	127.869
538.814	475.489	63.325
466.457	465.781	0.676
651.414	466.664	184.750
621.010	466.584	154.426
432.503	459.121	-26.618
537.132	475.095	62.037
541.481	473.320	68.161
434.526	522.677	-88.152
572.944	499.462	73.482
487.685	511.257	-23.572
454.915	484.595	-29.680
371.821	476.114	-104.293
525.049	479.054	45.995
525.994	497.549	28.445
489.871	473.559	16.312
419.876	403.751	16.125
430.907	428.075	2.832
443.247	441.625	1.622
581.672	480.515	101.157
406.147	456.281	-50.133
554.680	492.235	62.445
336.367	408.999	-72.632
581.368	441.348	140.020
405.165	484.969	-79.804
447.040	427.240	19.800
535.804	480.682	55.122
328.122	407.944	-79.821
389.409	406.984	-17.575
441.545	479.140	-37.594
522.745	438.226	84.519
438.263	482.345	-44.082
611.128	494.078	117.050
434.188	482.511	-48.322
499.748	467.522	32.225
360.125	405.901	-45.776
532.258	478.454	53.804
323.419	478.583	-155.164
438.115	431.264	6.851
551.128	443.117	108.011
382.681	502.567	-119.886
534.084	477.993	56.091
401.120	446.773	-45.653
497.896	461.179	36.717
587.884	473.740	114.143
566.655	474.633	92.022
588.168	478.007	110.161
448.080	459.448	-11.367
549.836	422.749	127.087
401.843	409.335	-7.492
479.889	537.076	-57.187
498.828	487.966	10.862
557.512	478.424	79.088
642.146	459.509	182.637
619.555	431.525	188.030
395.060	427.821	-32.761
413.165	435.930	-22.765
536.652	433.295	103.357
542.221	473.479	68.742
417.846	468.002	-50.157
440.365	430.561	9.804
392.450	450.903	-58.453
483.649	398.126	85.523
611.789	481.591	130.198
535.337	475.827	59.510
408.395	478.757	-70.362
413.321	480.514	-67.192
411.454	473.343	-61.889
455.650	442.388	13.262
430.902	507.765	-76.863
477.855	533.828	-55.973
455.673	453.870	1.803
389.994	524.520	-134.526
555.300	482.521	72.779
529.671	529.418	0.253
661.845	524.520	137.325
652.661	505.695	146.966
447.624	497.686	-50.062
448.094	447.100	0.994
656.486	526.003	130.483
505.738	492.464	13.275
523.702	513.721	9.981
552.444	502.434	50.010
497.370	490.151	7.219
436.916	457.134	-20.217
455.801	438.000	17.801
464.599	470.836	-6.237
503.731	498.093	5.638
421.718	445.122	-23.404
563.467	487.522	75.945
550.548	521.842	28.706
512.018	522.125	-10.106
467.800	455.888	11.912
514.700	493.212	21.488
516.930	517.171	-0.241
481.801	432.236	49.565
514.402	537.976	-23.573
551.737	461.263	90.474
363.084	481.841	-118.757
508.747	495.121	13.627
442.287	439.213	3.074
541.059	440.100	100.960
477.312	493.135	-15.823
549.192	500.450	48.741
413.985	404.111	9.874
453.003	461.496	-8.492
366.816	451.107	-84.291
526.479	456.351	70.128
399.677	382.722	16.955
292.725	464.836	-172.110
325.356	408.590	-83.235
346.106	494.581	-148.474
386.568	458.530	-71.962
419.130	467.061	-47.931
376.544	505.417	-128.872
343.135	493.388	-150.253
393.758	518.119	-124.362
343.865	454.854	-110.988
468.569	522.280	-53.711
309.253	428.502	-119.249
446.012	435.000	11.012
342.693	412.561	-69.868
401.610	455.801	-54.191
370.519	488.399	-117.881
390.573	445.769	-55.196
491.604	432.695	58.909
500.081	459.478	40.604
458.549	466.330	-7.781
480.538	395.388	85.150
469.029	490.616	-21.587
378.800	453.144	-74.344
500.716	463.047	37.669
389.718	445.216	-55.499
416.368	477.414	-61.045
354.910	416.625	-61.716
375.166	438.343	-63.177
423.054	490.718	-67.664
489.999	413.226	76.774
266.051	475.090	-209.039
436.413	453.632	-17.219
315.442	416.054	-100.613
456.704	479.639	-22.936
355.866	383.601	-27.734
474.217	451.515	22.702
341.893	411.967	-70.075
385.332	472.899	-87.567
349.952	481.809	-131.858
379.977	414.760	-34.783
383.725	447.186	-63.462
394.146	441.308	-47.162
364.331	449.674	-85.343
603.307	488.767	114.540
436.006	546.469	-110.463
370.630	466.031	-95.401
304.038	493.369	-189.331
512.696	491.048	21.647
450.186	480.212	-30.027
326.223	439.881	-113.658
332.650	416.960	-84.309
389.353	463.947	-74.594
332.644	511.044	-178.400
475.199	478.041	-2.842
387.530	450.820	-63.290
328.276	465.935	-137.659
338.291	464.857	-126.566
359.943	416.439	-56.496
402.551	435.320	-32.769
389.501	419.916	-30.415
335.426	446.872	-111.446
244.315	456.595	-212.280
365.250	498.539	-133.289
607.982	449.326	158.657
456.449	461.852	-5.402
549.054	439.868	109.186
286.671	459.235	-172.564
429.794	436.856	-7.062
614.728	493.592	121.136
589.802	491.894	97.908
501.615	482.551	19.064
601.512	469.031	132.481
477.020	473.652	3.368
544.201	509.359	34.842
551.511	416.141	135.370
473.613	492.415	-18.802
582.568	482.742	99.826
491.489	497.232	-5.743
488.346	518.092	-29.747
528.735	506.248	22.487
547.780	500.977	46.802
371.452	492.448	-120.996
325.351	471.026	-145.675
593.776	512.933	80.843
477.834	438.404	39.430
508.119	500.501	7.617
381.480	512.475	-130.996
553.280	455.820	97.461
520.938	467.891	53.047
611.241	509.080	102.161
603.189	494.211	108.978
460.436	469.642	-9.206
432.079	600.621	-168.542
504.402	492.574	11.828
462.211	523.539	-61.328
574.792	492.958	81.835
453.732	514.154	-60.422
640.364	541.766	98.598
454.313	433.554	20.759
601.535	511.442	90.093
642.882	516.100	126.783
452.396	473.312	-20.915
650.812	532.109	118.702
549.815	480.188	69.627
492.483	448.083	44.400
542.681	516.010	26.672
560.974	451.468	109.505
467.800	515.260	-47.459
527.527	530.038	-2.511
516.733	450.221	66.511
518.741	520.659	-1.918
493.008	468.446	24.562
592.193	498.715	93.478
378.024	459.552	-81.527
597.688	490.024	107.664
497.806	485.199	12.607
527.804	502.370	25.435
450.778	530.399	-79.621
379.563	356.787	22.777
540.240	504.958	35.282
491.979	475.761	16.217
587.653	510.132	77.521
621.711	497.780	123.931
659.672	521.533	138.139
683.412	519.176	164.236
505.470	492.512	12.958
444.980	490.688	-45.708
493.298	475.504	17.794
602.255	481.018	121.237
527.833	473.737	54.096
369.551	420.803	-51.253
434.873	456.154	-21.281
413.865	497.250	-83.385
524.768	449.214	75.553
548.506	460.703	87.803
421.097	469.306	-48.209
461.751	492.655	-30.904
363.774	486.197	-122.424
533.604	471.133	62.471
555.150	475.746	79.405
356.262	415.357	-59.094
402.467	479.337	-76.870
536.801	479.127	57.674
388.538	473.400	-84.862
624.399	467.780	156.619
450.962	456.695	-5.733
367.855	490.973	-123.117
525.454	457.024	68.431
462.449	452.158	10.291
386.082	485.178	-99.096
365.024	422.560	-57.536
445.852	492.927	-47.075
553.902	440.595	113.306
361.939	406.931	-44.992
591.669	508.018	83.651
396.997	486.019	-89.022
588.674	534.530	54.143
482.740	435.619	47.121
544.107	485.872	58.235
434.342	439.541	-5.200
502.753	486.425	16.328
528.115	471.371	56.744
505.794	502.554	3.239
500.115	506.944	-6.829
361.218	444.984	-83.765
434.164	444.334	-10.170
395.693	470.556	-74.864
454.389	438.214	16.175
564.485	427.778	136.706
523.316	555.215	-31.900
422.909	414.441	8.468
451.909	473.310	-21.401
322.345	434.542	-112.196
535.792	469.826	65.965
490.105	385.253	104.852
564.927	424.689	140.238
431.244	514.300	-83.055
197.239	407.234	-209.994
435.302	414.190	21.113
267.608	462.517	-194.910
454.608	494.182	-39.574
287.966	410.559	-122.592
445.096	473.312	-28.216
492.374	416.955	75.419
460.182	406.855	53.327
465.630	415.091	50.538
468.465	483.655	-15.190
283.013	446.292	-163.279
392.062	433.316	-41.254
320.700	432.455	-111.755
388.952	367.611	21.341
516.497	409.417	107.080
427.458	431.488	-4.030
417.573	423.246	-5.673
405.071	426.291	-21.220
372.401	440.994	-68.593
407.034	399.426	7.609
372.703	417.435	-44.732
479.270	456.509	22.761
319.332	425.202	-105.870
647.902	520.899	127.002
550.542	503.060	47.483
582.119	467.601	114.518
544.890	501.590	43.300
627.767	566.468	61.299
432.143	532.435	-100.292
337.951	525.441	-187.491
578.841	505.305	73.536
486.885	537.963	-51.078
596.048	496.726	99.322
549.409	431.435	117.974
463.124	519.626	-56.503
576.781	546.820	29.960
381.638	450.256	-68.618
446.401	484.888	-38.486
509.982	514.704	-4.722
500.509	473.312	27.197
552.716	505.597	47.119
513.867	473.312	40.555
487.630	476.470	11.159
428.120	491.391	-63.271
580.695	534.299	46.396
602.744	477.884	124.859
506.249	486.952	19.297
592.609	502.048	90.560
394.080	524.199	-130.119
437.368	530.858	-93.490
448.318	510.947	-62.629
355.701	481.411	-125.710
541.154	514.168	26.986
473.740	474.435	-0.694
549.695	512.346	37.349
544.857	458.515	86.342
525.796	552.344	-26.548
428.553	439.567	-11.014
519.240	524.906	-5.665
519.850	502.631	17.219
448.012	476.710	-28.698
452.884	497.832	-44.947
599.278	509.878	89.400
392.031	456.549	-64.519
642.118	545.510	96.608
493.188	528.141	-34.953
552.551	544.442	8.109
524.357	546.598	-22.241
434.947	540.093	-105.146
424.478	492.295	-67.817
424.326	515.217	-90.891
507.865	496.485	11.381
511.667	520.488	-8.821
540.484	512.307	28.176
507.950	458.165	49.785
389.821	436.516	-46.695
445.699	415.394	30.305
456.665	471.215	-14.550
297.455	415.445	-117.990
410.611	418.261	-7.649
406.539	516.317	-109.777
451.273	467.934	-16.660
422.332	499.244	-76.912
501.458	429.645	71.814
398.074	410.086	-12.012
403.296	430.312	-27.016
435.311	436.876	-1.565
327.280	442.871	-115.591
500.125	483.616	16.509
446.660	473.180	-26.520
390.503	484.770	-94.267
477.379	419.596	57.783
370.892	391.531	-20.639
404.982	446.769	-41.787
460.045	427.427	32.619
440.624	472.905	-32.281
444.716	374.357	70.359
348.464	508.232	-159.768
554.158	374.220	179.938
425.600	433.378	-7.778
412.311	418.159	-5.849
472.073	500.000	-27.927
342.521	439.507	-96.986
437.718	460.830	-23.112
402.332	458.848	-56.515
363.392	479.172	-115.781
396.382	434.683	-38.301
352.318	412.026	-59.708
476.081	452.046	24.035
531.295	468.452	62.843
614.837	515.725	99.112
348.616	473.312	-124.696
589.425	508.778	80.648
526.738	448.810	77.928
592.870	498.330	94.540
359.598	479.898	-120.300
266.168	457.378	-191.209
443.893	500.956	-57.063
601.632	501.547	100.085
509.714	434.563	75.150
418.952	496.752	-77.800
567.132	497.902	69.230
417.972	471.041	-53.068
391.726	482.572	-90.846
488.482	501.993	-13.511
440.256	492.221	-51.965
608.843	506.631	102.213
534.970	475.720	59.250
465.245	510.512	-45.267
530.066	458.908	71.159
643.859	524.150	119.709
367.696	487.481	-119.785
476.806	474.912	1.894
457.728	462.950	-5.222
410.865	477.740	-66.875
452.976	459.035	-6.059
333.098	473.312	-140.214
299.221	466.190	-166.969
564.132	486.892	77.240
433.111	420.191	12.920
435.425	473.312	-37.887
431.174	449.580	-18.406
477.229	505.788	-28.559
271.737	490.693	-218.956
358.282	428.770	-70.487
336.530	442.304	-105.774
540.449	485.130	55.318
508.390	436.830	71.560
435.128	475.404	-40.276
389.572	440.197	-50.625
351.842	424.667	-72.825
406.385	507.855	-101.470
306.179	469.456	-163.278
381.420	393.318	-11.898
484.734	426.755	57.979
570.870	453.191	117.679
324.540	474.727	-150.187
307.851	416.571	-108.720
380.067	459.239	-79.172
404.799	443.080	-38.281
322.131	409.000	-86.869
370.293	395.456	-25.164
395.559	443.651	-48.092
479.231	506.209	-26.978
269.875	457.211	-187.335
442.157	550.206	-108.049
385.079	487.577	-102.499
469.406	513.409	-44.003
383.513	483.452	-99.939
321.824	406.703	-84.880
584.806	525.660	59.146
493.708	433.535	60.173
395.628	497.652	-102.023
606.632	534.869	71.763
337.017	459.347	-122.331
472.841	408.612	64.229
419.791	465.236	-45.444
462.619	503.638	-41.019
468.149	446.665	21.484
402.106	480.271	-78.165
403.412	471.960	-68.548
439.719	508.446	-68.728
396.312	430.388	-34.077
605.928	462.642	143.287
400.369	499.464	-99.095
439.688	487.089	-47.400
386.337	446.992	-60.655
433.432	469.328	-35.896
556.109	507.306	48.803
411.640	498.713	-87.073
362.345	471.092	-108.747
404.879	435.322	-30.443
337.217	419.629	-82.412
445.502	443.915	1.587
518.123	424.540	93.582
430.006	436.436	-6.430
475.045	435.982	39.063
284.737	408.158	-123.420
407.403	422.293	-14.890
382.703	524.044	-141.341
506.656	506.068	0.588
440.589	427.278	13.310
592.160	522.313	69.847
431.112	476.689	-45.577
526.002	476.698	49.303
520.835	496.015	24.820
534.589	514.214	20.375
370.218	476.277	-106.059
509.122	486.399	22.723
494.134	484.740	9.393
447.884	518.148	-70.264
479.622	422.567	57.055
612.111	500.879	111.233
607.433	481.244	126.190
471.972	491.425	-19.453
348.787	460.219	-111.432
562.708	480.412	82.296
479.155	487.646	-8.491
416.664	474.234	-57.570
554.135	530.348	23.787
585.782	491.642	94.140
391.161	425.816	-34.654
327.878	543.696	-215.818
443.122	442.468	0.654
377.181	412.514	-35.334
565.378	491.961	73.417
561.982	476.066	85.916
612.398	488.057	124.341
618.304	500.442	117.862
519.836	459.576	60.260
635.822	501.119	134.704
588.019	481.664	106.356
561.602	520.775	40.828
474.870	424.000	50.870
532.589	461.967	70.622
477.112	509.775	-32.663
430.047	490.598	-60.551
559.589	510.192	49.398
438.979	500.407	-61.428
483.068	465.065	18.002
617.090	502.100	114.990
332.219	418.822	-86.603
456.409	403.749	52.660
545.954	494.031	51.923
485.336	431.022	54.314
419.088	475.170	-56.082
399.233	455.824	-56.591
467.854	458.644	9.211
504.346	501.466	2.880
555.334	517.414	37.920
507.000	507.624	-0.624
436.741	472.635	-35.894
430.812	472.385	-41.573
478.490	481.465	-2.975
438.217	465.830	-27.613
462.440	436.209	26.232
506.984	464.176	42.808
419.372	427.664	-8.293
377.325	480.275	-102.950
473.172	441.651	31.521
544.963	522.463	22.500
489.478	399.523	89.955
300.816	429.951	-129.135
455.678	464.860	-9.182
421.372	412.374	8.998
502.769	443.286	59.483
497.956	470.268	27.688
363.078	400.650	-37.572
485.584	487.014	-1.431
521.220	491.288	29.932
508.122	499.010	9.112
457.005	498.997	-41.992
427.111	448.477	-21.366
434.792	447.160	-12.368
392.322	430.977	-38.655
529.774	483.316	46.458
454.894	415.417	39.477
500.046	450.303	49.743
442.234	449.604	-7.370
468.015	479.864	-11.849
522.976	486.635	36.341
413.310	436.086	-22.776
414.099	421.232	-7.133
502.045	478.602	23.443
502.522	450.491	52.031
223.398	421.675	-198.277
518.934	464.954	53.980
392.816	453.247	-60.431
258.553	322.642	-64.089
548.644	504.272	44.372
455.491	447.445	8.046
302.483	418.009	-115.526
404.064	428.370	-24.306
537.884	499.460	38.424
382.634	445.959	-63.325
282.717	418.785	-136.068
443.919	450.966	-7.046
352.389	415.921	-63.532
522.216	496.598	25.618
505.774	483.356	22.418
489.222	442.727	46.495
388.996	480.556	-91.561
401.305	437.464	-36.159
384.801	439.007	-54.206
378.844	434.402	-55.558
408.425	471.809	-63.384
510.366	501.500	8.866
469.600	443.776	25.823
500.803	466.664	34.139
574.588	471.179	103.410
576.236	495.908	80.328
575.482	495.209	80.273
606.700	534.882	71.819
580.949	509.955	70.994
597.141	504.534	92.607
471.161	489.151	-17.991
565.021	491.083	73.938
488.249	502.803	-14.554
595.743	494.661	101.082
660.487	541.395	119.092
543.207	536.069	7.139
410.803	445.191	-34.387
562.390	514.806	47.585
511.677	599.661	-87.984
473.488	466.987	6.501
480.538	467.425	13.113
529.859	474.866	54.993
485.017	512.946	-27.929
632.261	514.051	118.209
613.758	532.054	81.705
535.967	525.301	10.666
440.866	502.468	-61.603
479.089	507.624	-28.534
513.203	473.312	39.892
391.151	473.312	-82.160
501.194	466.197	34.997
619.277	452.321	166.956
500.691	505.062	-4.371
539.497	479.162	60.335
352.690	475.347	-122.657
467.467	483.138	-15.671
588.349	409.776	178.573
526.651	473.312	53.339
397.636	427.825	-30.189
362.290	493.712	-131.422
551.290	473.312	77.979
532.966	511.407	21.560
481.416	477.044	4.371
597.226	441.985	155.241
449.178	449.723	-0.544
352.993	473.312	-120.319
534.383	473.312	61.072
388.336	416.433	-28.096
509.994	520.589	-10.595
599.795	480.957	118.838
595.669	490.671	104.998
387.935	481.291	-93.356
557.534	512.286	45.248
514.004	468.898	45.106
482.039	442.632	39.407
313.558	510.397	-196.839
575.569	502.841	72.728
478.296	458.115	20.182
374.016	492.381	-118.365
386.752	527.418	-140.667
403.972	477.820	-73.848
434.844	561.263	-126.418
472.044	508.433	-36.389
350.224	467.911	-117.687
472.621	527.108	-54.487
415.628	540.174	-124.547
486.115	514.788	-28.674
486.352	524.944	-38.593
512.242	444.055	68.187
426.012	470.286	-44.274
479.560	521.230	-41.671
441.341	530.954	-89.613
413.715	472.687	-58.973
446.542	505.010	-58.468
416.699	524.049	-107.349
559.554	520.255	39.299
451.161	516.091	-64.930
497.508	507.409	-9.901
483.990	442.949	41.041
417.717	491.625	-73.908
435.526	599.550	-164.024
465.194	465.390	-0.195
469.573	564.308	-94.735
562.361	451.357	111.004
265.045	532.932	-267.887
357.016	494.052	-137.036
519.255	527.300	-8.045
512.828	459.219	53.609
486.297	473.876	12.421
469.495	542.305	-72.809
415.435	495.908	-80.473
514.521	502.790	11.731
482.607	425.646	56.961
625.860	540.731	85.129
578.602	509.342	69.261
594.578	496.525	98.053
470.644	446.926	23.718
477.807	475.609	2.199
528.962	505.117	23.846
561.077	482.199	78.878
597.675	475.826	121.849
481.700	524.876	-43.176
423.406	519.901	-96.495
524.479	525.771	-1.292
590.962	518.619	72.342
563.149	504.718	58.431
480.230	489.626	-9.396
542.849	455.441	87.408
466.635	491.471	-24.835
454.096	487.227	-33.131
445.044	422.957	22.086
396.743	447.038	-50.295
471.381	532.568	-61.187
419.541	471.945	-52.404
409.513	477.025	-67.512
411.985	444.428	-32.443
381.517	479.071	-97.554
587.232	473.312	113.920
375.478	436.697	-61.220
417.806	432.227	-14.421
399.708	458.104	-58.396
499.073	400.543	98.530
371.729	486.717	-114.989
502.509	538.944	-36.435
407.959	469.447	-61.488
376.505	415.117	-38.612
522.989	418.657	104.332
426.508	401.023	25.485
454.050	450.740	3.310
500.117	419.397	80.721
432.616	469.721	-37.105
445.492	456.858	-11.366
443.376	464.336	-20.959
375.488	467.990	-92.502
495.274	459.083	36.191
389.211	497.485	-108.273
509.799	463.767	46.032
494.088	493.234	0.855
416.327	420.726	-4.399
352.527	458.623	-106.097
432.861	443.218	-10.357
348.304	420.968	-72.664
428.599	465.464	-36.865
415.270	456.739	-41.469
436.679	455.569	-18.890
378.765	417.572	-38.808
373.159	462.129	-88.970
458.952	484.818	-25.866
389.564	466.664	-77.099
381.782	412.309	-30.527
447.961	504.830	-56.868
466.852	429.895	36.956
652.438	567.638	84.800
495.521	473.068	22.454
486.498	502.841	-16.343
482.282	535.880	-53.598
538.670	490.438	48.232
617.987	487.734	130.253
371.862	466.203	-94.341
487.994	428.097	59.897
616.029	512.684	103.344
426.107	483.982	-57.875
393.917	425.042	-31.124
699.127	526.491	172.635
382.660	487.834	-105.174
493.921	515.375	-21.454
608.473	523.277	85.196
400.581	451.184	-50.603
578.166	457.969	120.197
421.605	462.830	-41.225
501.109	532.619	-31.510
627.777	493.898	133.879
639.507	484.627	154.879
456.795	471.150	-14.356
559.998	528.998	31.000
505.965	464.909	41.057
505.558	473.557	32.001
408.783	428.997	-20.214
589.668	521.105	68.563
504.924	447.852	57.073
478.816	460.830	17.985
500.225	446.981	53.245
326.379	481.961	-155.582
496.589	526.773	-30.184
366.207	444.511	-78.303
459.527	397.760	61.767
287.414	466.431	-179.017
519.208	439.386	79.822
417.679	478.231	-60.552
459.151	375.601	83.550
360.200	444.837	-84.636
488.478	454.633	33.846
516.176	512.106	4.070
364.346	398.602	-34.256
430.932	493.774	-62.842
465.601	471.830	-6.230
399.989	430.182	-30.193
567.529	530.969	36.560
402.199	467.915	-65.716
545.599	478.651	66.948
503.967	439.688	64.279
422.560	485.718	-63.157
412.539	509.809	-97.270
517.808	422.920	94.888
513.139	478.733	34.406
387.300	479.425	-92.125
583.754	488.199	95.555
396.246	422.187	-25.941
422.784	441.347	-18.563
426.579	475.653	-49.074
397.435	492.017	-94.582
367.173	494.846	-127.673
430.791	438.212	-7.421
373.045	390.187	-17.142
510.365	470.411	39.954
464.039	437.093	26.946
506.940	504.761	2.179
511.967	466.701	45.266
454.595	473.312	-18.717
387.747	427.514	-39.767
432.432	476.367	-43.935
345.302	458.155	-112.853
503.064	431.748	71.317
324.983	422.340	-97.358
416.498	419.852	-3.355
484.971	450.903	34.068
535.722	456.632	79.089
447.604	480.811	-33.207
310.353	440.558	-130.205
488.143	483.575	4.568
488.734	518.159	-29.425
323.824	457.496	-133.672
529.817	361.503	168.314
560.191	415.985	144.206
440.494	428.291	12.204
443.063	494.789	-51.727
305.999	487.246	-181.247
503.579	496.619	6.960
390.693	488.763	-98.069
536.937	488.443	48.494
498.494	492.865	5.629
477.782	450.189	27.594
530.683	439.213	91.471
409.308	429.803	-20.496
517.235	442.209	75.026
596.817	459.223	137.593
540.576	500.844	39.732
571.544	453.328	118.215
502.972	496.740	6.231
467.299	490.735	-23.437
622.737	479.412	143.324
448.913	493.718	-44.805
541.586	518.408	23.179
342.659	467.605	-124.946
556.153	532.245	23.909
403.274	425.614	-22.340
486.168	494.721	-8.553
479.344	483.983	-4.640
572.251	508.356	63.894
590.526	527.181	63.344
493.147	545.758	-52.611
585.772	542.368	43.404
542.714	454.907	87.807
612.978	501.273	111.705
506.356	473.312	33.045
633.965	514.373	119.593
401.040	474.226	-73.186
586.694	502.691	84.003
633.633	505.038	128.595
476.956	455.474	21.483
607.985	520.946	87.038
651.786	538.880	112.906
500.076	521.603	-21.527
422.635	446.162	-23.527
634.355	490.454	143.901
554.731	488.396	66.335
459.679	452.565	7.114
431.625	517.244	-85.619
472.208	496.521	-24.312
496.242	472.189	24.053
406.884	480.820	-73.935
550.550	508.695	41.855
550.470	486.393	64.077
491.411	482.945	8.466
536.686	452.972	83.713
638.383	511.386	126.997
543.053	463.593	79.460
660.960	515.603	145.358
370.376	477.238	-106.862
481.851	451.968	29.883
509.012	425.196	83.816
523.544	434.945	88.599
549.263	450.246	99.018
586.571	472.586	113.985
456.773	440.571	16.202
570.086	464.724	105.362
417.638	429.867	-12.229
490.647	482.907	7.740
443.476	441.205	2.271
428.208	451.786	-23.578
498.541	462.077	36.464
525.695	503.188	22.507
425.654	452.895	-27.242
420.712	463.037	-42.325
537.847	447.741	90.106
471.299	489.063	-17.763
519.649	435.246	84.403
521.016	460.733	60.283
483.482	465.820	17.663
509.858	537.758	-27.900
559.032	470.353	88.678
477.955	467.229	10.726
546.670	444.707	101.962
579.479	493.391	86.088
509.312	444.466	64.846
401.342	490.286	-88.944
494.765	496.935	-2.169
441.364	459.259	-17.895
430.157	432.082	-1.925
440.400	443.715	-3.315
495.041	503.321	-8.280
438.066	453.594	-15.528
439.899	462.566	-22.667
407.790	459.389	-51.599
325.633	412.326	-86.693
382.528	436.568	-54.040
390.879	437.254	-46.375
393.991	443.365	-49.374
365.056	381.802	-16.746
404.217	481.643	-77.427
370.404	473.312	-102.908
498.931	419.064	79.867
470.800	421.787	49.012
555.158	512.416	42.743
432.097	422.453	9.644
558.307	406.709	151.598
355.858	389.620	-33.762
535.819	410.832	124.987
363.808	503.970	-140.161
356.200	472.825	-116.625
404.744	424.560	-19.816
480.407	406.487	73.920
327.279	439.761	-112.482
432.437	375.167	57.270
329.700	336.703	-7.003
604.566	473.305	131.261
493.839	458.719	35.120
446.420	466.080	-19.659
601.021	437.377	163.644
489.137	371.032	118.105
289.496	402.531	-113.035
368.748	395.082	-26.334
470.324	437.056	33.268
345.534	457.871	-112.337
375.064	461.076	-86.011
502.773	445.940	56.833
512.198	435.129	77.069
376.514	473.553	-97.039
561.316	595.509	-34.193
532.774	505.987	26.788
577.105	464.707	112.398
422.431	420.105	2.326
361.370	444.031	-82.661
300.958	434.835	-133.877
438.947	409.708	29.239
453.946	515.701	-61.755
523.226	460.169	63.057
447.747	464.036	-16.288
570.935	462.511	108.423
406.609	468.609	-62.000
323.542	465.214	-141.672
374.963	406.499	-31.537
405.744	429.136	-23.392
438.481	473.312	-34.831
571.560	525.191	46.368
295.037	452.527	-157.490
453.297	473.649	-20.352
392.310	486.167	-93.857
411.066	433.135	-22.068
509.030	473.169	35.862
334.139	472.989	-138.850
583.622	540.658	42.963
424.344	433.393	-9.049
491.886	469.046	22.839
326.656	553.773	-227.117
347.000	423.293	-76.293
533.149	452.723	80.427
495.142	480.788	14.354
503.286	517.004	-13.718
430.630	421.858	8.772
386.932	475.346	-88.413
373.024	421.232	-48.208
366.257	495.745	-129.488
396.123	494.282	-98.159
504.745	496.662	8.083
550.947	454.885	96.061
400.377	433.432	-33.055
418.798	448.596	-29.798
613.184	526.952	86.232
518.239	473.312	44.928
437.493	454.054	-16.561
423.110	450.563	-27.453
449.917	428.307	21.610
367.716	506.499	-138.783
562.269	463.317	98.952
502.691	444.202	58.489
375.656	518.212	-142.556
533.333	473.312	60.021
537.422	507.211	30.212
545.031	434.846	110.185
581.343	532.275	49.068
396.623	444.874	-48.250
555.234	472.139	83.095
438.383	504.822	-66.439
441.011	424.407	16.603
445.622	500.094	-54.473
531.601	466.037	65.565
431.495	447.130	-15.635
406.806	473.312	-66.505
453.950	473.591	-19.641
588.039	445.203	142.835
550.254	472.875	77.380
544.587	422.609	121.978
501.363	494.884	6.479
498.426	450.699	47.727
490.554	417.380	73.174
449.792	474.696	-24.904
480.595	464.588	16.006
341.722	504.005	-162.283
352.235	427.256	-75.021
345.798	464.094	-118.296
471.959	457.172	14.787
486.224	478.130	8.094
525.314	477.878	47.436
517.254	497.198	20.056
579.054	524.166	54.888
561.881	463.781	98.099
474.130	455.688	18.442
481.327	425.580	55.747
543.915	496.546	47.369
584.370	463.679	120.691
479.910	496.323	-16.413
452.397	500.996	-48.599
408.196	500.023	-91.827
503.470	459.957	43.512
616.820	488.313	128.507
413.247	454.437	-41.190
302.053	389.856	-87.803
383.329	472.925	-89.595
509.292	455.464	53.829
343.647	494.206	-150.559
514.948	412.713	102.235
388.002	473.531	-85.529
293.564	432.908	-139.343
355.309	418.524	-63.215
426.286	333.462	92.824
439.547	482.078	-42.531
436.561	485.025	-48.464
479.207	460.395	18.813
410.001	480.130	-70.129
522.988	518.022	4.966
402.921	454.308	-51.388
390.364	491.021	-100.657
432.869	434.389	-1.520
462.874	468.842	-5.969
349.245	463.477	-114.233
388.852	378.154	10.697
375.904	469.539	-93.635
464.644	452.844	11.800
498.084	524.769	-26.685
480.484	481.912	-1.428
541.125	481.085	60.040
520.046	442.937	77.109
453.597	490.758	-37.162
370.119	515.678	-145.559
393.645	442.868	-49.223
469.263	508.018	-38.754
455.594	483.853	-28.260
418.848	438.328	-19.480
462.089	509.629	-47.540
467.126	486.627	-19.501
354.863	432.784	-77.921
392.073	400.953	-8.880
530.917	500.887	30.030
431.319	474.700	-43.381
393.421	488.404	-94.984
341.884	522.420	-180.535
343.416	440.343	-96.927
425.473	549.709	-124.236

2.9.1 Yordanan ve Artık Değerlerin Standart Puanları

yordanan_s <- model_data_1$fitted.values %>% scores(type = "z")
artik_s <- model_data_1$residuals %>% scores(type = "z")
data.frame(yordanan_s,artik_s)

data.frame(
  `Yordanan_Z` = yordanan_s,
  `Artık_Z` = artik_s) %>%
  round(3) %>%
  kable(caption = "Standartlaştırılmış Yordanan ve Artık Değerler") %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center",
    font_size = 14
  ) %>%
  row_spec(0, bold = TRUE, background = "#f9f9f9")

Standartlaştırılmış Yordanan ve Artık Değerler
Yordanan_Z	Artık_Z
-0.701	0.826
-1.207	-0.028
-0.103	-0.250
-0.701	0.340
1.078	-0.551
-1.035	0.087
-0.237	-0.488
0.780	-0.659
-0.324	0.409
0.156	-1.748
-1.142	-0.344
0.673	-1.220
-1.150	-0.243
-0.064	0.924
0.182	2.101
0.318	-0.285
-1.130	0.897
0.248	1.327
0.264	1.676
0.290	1.035
-0.541	0.885
-1.616	-0.598
-1.188	-0.734
1.004	2.440
-1.026	-0.025
1.103	-1.225
-0.641	1.468
0.072	0.665
-0.433	-0.934
0.087	0.103
-0.777	-0.514
-0.477	-1.598
0.000	-1.152
0.566	-1.302
-0.856	-0.827
-0.338	0.850
-0.378	-0.083
-0.701	-0.458
-0.699	1.296
-0.974	-1.257
0.407	0.142
-1.711	-0.292
-0.681	-1.088
0.382	1.782
0.585	-1.475
0.656	-0.199
-2.281	-0.666
-0.662	1.187
-0.268	-1.520
-0.963	0.205
-0.991	-1.996
-2.108	-0.964
-0.356	-0.735
-1.189	-1.147
-0.680	-0.009
0.977	-0.414
-0.267	1.183
0.000	-2.561
0.242	0.009
-0.254	-0.910
-0.494	-0.373
-0.429	0.011
-2.137	0.537
-0.850	-1.071
-0.835	-1.223
-0.987	0.883
1.383	0.890
-1.094	-0.547
-0.404	0.029
-0.781	0.483
-0.220	-0.898
1.273	0.355
0.525	-1.134
1.166	-2.051
1.932	-1.404
-0.459	-0.559
-0.022	-2.813
-1.212	-0.117
0.000	-2.657
0.402	-0.388
-0.285	-0.659
-2.233	-1.140
0.443	0.205
0.706	-0.527
-0.273	-2.048
-1.633	-1.176
0.283	-0.553
-1.845	-1.405
0.195	-0.574
-0.251	0.065
-0.287	-1.952
0.177	-0.797
-0.325	-1.306
0.564	-1.303
0.512	-1.917
1.506	-0.612
-0.972	-0.266
0.232	-1.769
-0.692	-0.794
0.308	-0.060
-0.898	-1.147
-1.234	-0.118
-0.804	0.801
0.005	0.848
-0.154	-0.292
-0.457	0.791
-0.465	-0.300
0.585	0.040
-0.297	1.353
-0.490	-0.758
-0.173	0.437
-0.533	0.826
0.445	0.131
-0.463	-0.508
-0.402	-0.372
0.212	0.446
-1.407	2.033
-1.069	0.700
-0.345	-1.050
1.323	0.226
0.023	-0.418
0.322	-0.425
-1.044	-0.243
-0.974	-1.286
-0.738	0.840
0.701	-1.192
0.672	-0.469
-0.383	-2.090
0.860	-0.307
0.674	1.139
0.585	1.043
-0.975	-1.745
-2.042	-0.356
0.222	0.434
0.151	1.409
1.039	1.493
1.282	1.714
1.331	1.883
1.374	1.927
1.555	1.370
1.536	-0.412
0.913	0.197
1.185	0.732
0.405	-0.377
0.150	1.062
-0.172	0.919
0.500	0.737
0.829	0.753
1.460	1.316
-0.568	-0.762
0.969	0.030
-0.472	1.866
1.358	0.446
0.736	0.979
-0.280	1.920
0.401	2.556
-0.209	0.466
0.094	1.136
0.905	1.162
0.859	1.270
-0.512	1.062
0.428	-1.242
1.096	-0.176
1.243	0.108
1.952	1.321
1.069	1.776
0.665	0.594
0.470	0.967
0.695	1.081
-0.091	1.756
-1.999	-0.175
0.653	0.325
-0.021	1.178
0.194	1.382
0.038	0.379
0.729	1.867
-0.848	-0.830
0.323	-0.190
-0.064	0.022
-1.123	0.745
-0.218	0.581
-0.083	-0.344
-0.710	-0.555
-0.364	0.850
1.190	1.091
-0.091	-0.401
0.510	-0.269
0.837	1.129
-0.155	0.395
0.809	0.003
0.561	-0.542
1.236	0.492
1.220	-1.855
0.236	1.549
0.887	0.238
0.916	-0.147
0.552	0.828
1.330	1.144
1.554	0.815
-1.233	1.256
-0.777	0.449
1.351	2.086
0.283	1.435
1.272	1.954
1.544	0.816
0.733	-0.570
2.015	-0.305
0.741	-0.881
1.023	1.064
0.764	0.826
-0.022	-0.092
1.867	0.333
0.342	0.989
1.043	0.607
0.006	-0.438
0.384	-0.241
0.641	0.722
1.299	0.153
0.711	1.128
0.630	0.393
-0.820	1.604
1.232	0.905
1.569	-3.284
1.936	0.752
-0.283	-0.803
0.000	-1.094
0.853	0.103
0.311	-1.121
0.102	0.371
-2.333	1.136
0.661	-1.350
0.532	2.015
0.490	-0.597
-0.729	0.820
1.158	0.451
1.119	0.624
-0.473	-0.570
0.541	1.275
1.474	0.968
-1.092	1.314
1.221	0.289
1.037	0.677
-0.065	0.842
-0.957	1.463
1.460	0.529
-1.228	-1.571
-0.109	-1.328
-0.014	1.374
1.501	0.473
-0.308	0.075
0.352	1.101
1.364	-0.578
1.287	-0.667
1.463	-2.149
-0.772	-1.023
-0.185	-0.076
-1.096	0.565
-0.618	-0.146
-0.468	-0.002
-1.207	1.400
-1.047	2.213
-0.628	1.083
-0.631	0.046
0.838	-1.278
0.325	-0.305
-0.425	-1.852
-1.119	-0.948
0.545	0.839
-0.775	1.777
-0.474	1.960
-0.472	-0.136
-0.572	-0.751
0.093	-0.986
-0.331	-0.835
-0.586	-0.736
0.275	1.926
1.394	1.304
1.295	-0.136
1.186	-0.001
0.513	0.764
0.025	0.720
-1.324	0.316
0.947	2.454
0.860	-0.021
-1.649	-0.160
0.548	-0.705
-0.621	1.294
-0.091	0.801
-1.686	0.191
-0.264	0.179
2.050	-0.901
0.434	1.394
0.565	0.920
0.338	1.222
0.191	1.345
0.807	0.108
-0.108	-1.138
0.628	1.755
0.115	-0.485
-1.734	0.033
0.485	0.141
-0.574	-0.919
-1.422	1.088
-1.106	1.408
-0.689	-0.789
0.641	0.891
-0.778	0.867
-0.283	0.379
-0.780	-0.835
0.560	-0.872
-1.371	1.530
0.317	-0.274
0.670	-0.576
-2.325	0.984
1.604	0.393
0.159	-1.509
-0.743	-0.396
0.049	-1.463
-0.319	-0.570
-0.995	0.472
0.497	-1.565
-0.717	0.309
0.090	-0.479
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0.310	-0.203
0.076	-0.904
0.396	-1.999
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1.312	-1.114
0.373	-0.145
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1.016	0.115
0.495	0.446
1.848	0.987
1.334	0.550
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-0.041	-0.807
0.777	0.113
-0.815	0.329
-0.183	0.435
-0.059	1.317
0.623	1.023
0.604	1.023
1.698	0.915
1.011	0.904
0.861	1.180
0.437	-0.229
0.490	0.942
0.813	-0.185
0.589	1.288
1.878	1.517
1.731	0.091
-0.776	-0.438
1.144	0.606
3.485	-1.121
-0.174	0.083
-0.162	0.167
0.043	0.701
1.093	-0.356
1.124	1.506
1.620	1.041
1.434	0.136
0.804	-0.785
0.946	-0.363
0.000	0.508
0.000	-1.047
-0.196	0.446
-0.579	2.127
0.876	-0.056
0.161	0.769
0.056	-1.562
0.271	-0.200
-1.752	2.275
0.000	0.679
-1.255	-0.385
0.563	-1.674
0.000	0.993
1.051	0.275
0.103	0.056
-0.864	1.977
-0.651	-0.007
0.000	-1.533
0.000	0.778
-1.569	-0.358
1.304	-0.135
0.211	1.514
0.479	1.337
0.220	-1.189
1.075	0.576
-0.122	0.575
-0.846	0.502
1.023	-2.507
0.814	0.926
-0.419	0.257
0.526	-1.508
1.492	-1.792
0.124	-0.941
2.426	-1.610
0.969	-0.464
-0.149	-1.499
1.484	-0.694
1.844	-1.586
1.144	-0.365
1.424	-0.492
-0.807	0.869
-0.083	-0.564
1.322	-0.531
1.590	-1.141
-0.017	-0.751
0.874	-0.745
1.399	-1.367
1.295	0.501
1.180	-0.827
0.940	-0.126
-0.837	0.523
0.505	-0.941
3.482	-2.089
-0.218	-0.002
2.510	-1.207
-0.606	1.414
1.644	-3.412
0.572	-1.746
1.489	-0.102
-0.389	0.683
0.016	0.158
1.903	-0.927
0.623	-1.025
0.813	0.149
-1.315	0.726
1.859	1.084
0.994	0.882
0.640	1.249
-0.728	0.302
0.063	0.028
0.877	0.304
0.245	1.005
0.069	1.552
1.422	-0.550
1.285	-1.229
1.447	-0.016
1.250	0.921
0.866	0.744
0.450	-0.120
-0.493	1.113
0.501	-0.316
0.384	-0.422
-1.389	0.281
-0.725	-0.641
1.634	-0.779
-0.038	-0.668
0.102	-0.860
-0.797	-0.413
0.159	-1.243
0.000	1.451
-1.010	-0.780
-1.133	-0.184
-0.419	-0.744
-2.007	1.255
0.370	-1.465
1.810	-0.464
-0.107	-0.783
-1.605	-0.492
-1.507	1.329
-1.994	0.325
-0.623	0.042
-1.487	1.028
-0.099	-0.473
-0.454	-0.145
-0.248	-0.267
-0.147	-1.178
-0.392	0.461
0.667	-1.379
-0.263	0.586
0.549	0.011
-1.450	-0.056
-0.405	-1.351
-0.830	-0.132
-1.444	-0.926
-0.216	-0.470
-0.457	-0.528
-0.489	-0.241
-1.537	-0.494
-0.308	-1.133
0.317	-0.329
-0.183	-0.982
-1.682	-0.389
0.869	-0.724
-1.197	0.471
2.602	1.080
-0.007	0.286
0.814	-0.208
1.726	-0.683
0.472	0.614
0.398	1.659
-0.196	-1.202
-1.247	0.763
1.086	1.316
0.294	-0.737
-1.331	-0.396
1.467	2.199
0.401	-1.340
1.160	-0.273
1.378	1.085
-0.610	-0.645
-0.423	1.531
-0.289	-0.525
1.636	-0.401
0.568	1.705
0.312	1.973
-0.060	-0.183
1.536	0.395
-0.232	0.523
0.007	0.408
-1.222	-0.257
1.318	0.873
-0.702	0.727
-0.344	0.229
-0.726	0.678
0.239	-1.982
1.474	-0.384
-0.794	-0.997
-2.084	0.787
-0.190	-2.280
-0.936	1.017
0.136	-0.771
-2.695	1.064
-0.785	-1.078
-0.515	0.431
1.070	0.052
-2.061	-0.436
0.564	-0.800
-0.041	-0.079
-1.190	-0.385
1.590	0.466
-0.149	-0.837
0.147	0.853
-0.927	0.819
0.342	-0.804
1.007	-1.239
-1.390	1.209
0.150	0.438
0.169	-1.173
0.411	1.217
-1.410	-0.330
-0.882	-0.236
0.065	-0.625
0.516	-1.205
0.594	-1.626
-0.968	-0.095
-2.293	-0.218
-0.080	0.509
-0.999	0.343
0.867	0.028
-0.182	0.577
0.000	-0.238
-1.263	-0.507
0.084	-0.560
-0.418	-1.438
-1.146	0.908
-1.406	-1.240
-1.474	-0.043
-0.618	0.434
-0.460	1.007
0.207	-0.423
-0.903	-1.659
0.283	0.058
1.237	-0.375
-0.436	-1.703
-3.084	2.144
-1.581	1.837
-1.242	0.155
0.592	-0.659
0.384	-2.309
0.643	0.089
0.426	-1.249
0.417	0.618
0.539	0.072
-0.638	0.351
-0.940	1.165
-1.200	-0.261
-0.858	0.956
-0.389	1.753
0.759	0.506
-0.551	1.506
0.646	0.079
0.481	-0.299
0.168	1.826
0.563	-0.571
1.244	0.295
-0.157	-1.592
1.625	0.305
-1.315	-0.285
0.590	-0.109
0.294	-0.059
0.967	0.814
1.486	0.807
1.998	-0.670
1.905	0.553
-0.508	1.118
0.771	1.423
0.000	0.421
1.132	1.523
0.025	-0.932
0.810	1.070
0.875	1.638
-0.492	0.274
1.314	1.109
1.808	1.438
1.332	-0.274
-0.749	-0.300
0.473	1.833
0.416	0.845
-0.572	0.091
1.212	-1.091
0.640	-0.310
-0.031	0.306
0.207	-0.942
0.976	0.533
0.361	0.816
0.266	0.108
-0.561	1.066
1.050	1.618
-0.268	1.012
1.166	1.852
0.108	-1.361
-0.589	0.381
-1.327	1.068
-1.058	1.129
-0.636	1.261
-0.020	1.452
-0.903	0.206
-0.237	1.342
-1.198	-0.156
0.265	0.099
-0.885	0.029
-0.594	-0.300
-0.310	0.464
0.824	0.287
-0.563	-0.347
-0.283	-0.539
-0.705	1.148
0.434	-0.226
-1.050	1.075
-0.347	0.768
-0.207	0.225
1.777	-0.355
-0.082	1.130
-0.168	0.137
-0.789	1.299
0.554	1.097
-0.796	0.826
0.468	-1.133
0.652	-0.028
-0.388	-0.228
-1.137	-0.025
-0.816	-0.042
0.828	-0.105
-0.544	-0.198
-0.296	-0.289
-0.384	-0.657
-1.682	-1.104
-1.013	-0.688
-0.994	-0.591
-0.826	-0.629
-2.524	-0.213
0.230	-0.986
0.000	-1.311
-1.496	1.017
-1.421	0.624
1.078	0.544
-1.403	0.123
-1.837	1.931
-2.308	-0.430
-1.723	1.592
0.846	-1.785
-0.013	-1.486
-1.345	-0.252
-1.843	0.942
-0.925	-1.433
-2.707	0.730
-3.768	-0.089
0.000	1.672
-0.402	0.447
-0.199	-0.250
-0.991	2.084
-2.821	1.504
-1.952	-1.440
-2.158	-0.335
-1.000	0.424
-0.426	-1.431
-0.337	-1.096
-0.755	0.724
-1.053	0.982
0.007	-1.236
3.370	-0.436
0.901	0.341
-0.237	1.432
-1.467	0.030
-0.808	-1.053
-1.061	-1.705
-1.754	0.372
1.169	-0.787
-0.362	0.803
-0.256	-0.207
-0.298	1.381
-0.130	-0.790
-0.223	-1.805
-1.843	-0.402
-1.218	-0.298
0.000	-0.444
1.431	0.591
-0.573	-2.006
0.009	-0.259
0.355	-1.196
-1.108	-0.281
-0.004	0.457
-0.009	-1.769
1.857	0.547
-1.101	-0.115
-0.118	0.291
2.219	-2.893
-1.380	-0.972
-0.568	1.024
0.206	0.183
1.205	-0.175
-1.419	0.112
0.056	-1.126
-1.436	-0.614
0.619	-1.649
0.578	-1.250
0.644	0.103
-0.508	1.224
-1.100	-0.421
-0.682	-0.380
1.479	1.098
0.000	0.572
-0.531	-0.211
-0.627	-0.350
-1.241	0.275
0.915	-1.768
-0.276	1.260
-0.803	0.745
1.238	-1.816
0.000	0.765
0.935	0.385
-1.061	1.404
1.626	0.625
-0.784	-0.615
-0.032	1.058
0.869	-0.846
-1.349	0.211
0.739	-0.694
-0.201	0.835
-0.722	-0.199
0.000	-0.847
0.008	-0.250
-0.775	1.819
-0.012	0.986
-1.398	1.554
0.595	0.083
-0.624	0.608
-1.543	0.932
0.038	-0.317
-0.241	0.204
0.847	-2.067
-1.270	-0.956
-0.254	-1.507
-0.445	0.188
0.133	0.103
0.126	0.604
0.659	0.255
1.403	0.699
-0.263	1.250
-0.486	0.235
-1.316	0.710
0.641	0.603
-0.266	1.537
0.635	-0.209
0.764	-0.619
0.737	-1.170
-0.368	0.554
0.414	1.637
-0.521	-0.525
-2.302	-1.118
-0.011	-1.141
-0.492	0.686
0.576	-1.918
-1.671	1.302
0.006	-1.089
-1.114	-1.775
-1.511	-0.805
-3.857	1.182
0.242	-0.542
0.323	-0.617
-0.356	0.240
0.188	-0.893
1.233	0.063
-0.524	-0.655
0.488	-1.282
-1.073	-0.019
-0.123	-0.076
-0.271	-1.455
-2.624	0.136
-0.104	-1.193
-0.565	0.150
1.419	-0.340
0.237	-0.018
0.214	0.765
-0.838	0.982
0.481	-0.473
1.168	-1.854
-0.840	-0.627
0.957	-0.494
0.291	-0.360
-0.965	-0.248
1.002	-0.606
0.367	-0.248
-1.118	-0.993
-1.996	-0.113
0.761	0.383
0.038	-0.553
0.416	-1.210
1.354	-2.300
-0.909	-1.235
2.107	-1.583

3 Model Grafikleri

Model grafikleri 4 farklı şekilde göstermektedir:
1. Artıklar ve Yordanan Değerler: Doğrusal ilişki varsayımlarını kontrol etmek için kullanılır. Belirgin desenleri olmayan yatay bir çizgi, → doğrusal bir ilişkinin göstergesidir.
2. Normal Q-Q: Artıkların normal dağılıp dağılmadığını incelemek için kullanılır. → Artık noktalarının düz kesikli çizgiyi takip etmesi beklenir.
3. Ölçek-Konum (veya Yayılma-Konum): Artıkların varyansının homojenliğini (homoscedasticity) kontrol etmek için kullanılır. → Eşit yayılmış noktalara sahip yatay çizgi, homoscedasticity’nin iyi bir göstergesidir.
4. Artıklar ve Kaldıraç/Leverage: Etkili gözlemleri, yani analize dahil edildiğinde veya analizden çıkarıldığında regresyon sonuçlarını etkileyebilecek uç değerleri belirlemek için kullanılır.

opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
plot(model_data_1, las = 1)

1. Residuals vs Fitted (Artıklar vs Tahmin Edilen)
- Amaç: Doğrusallık ve homojen varyans (homoscedasticity) kontrolü
- Ne görünüyor? Noktalar yatay bir banda dağılmış gibi (bu iyi).
- Hafifçe merkezde yoğunlaşmış ama açık bir eğrilik ya da desen yok.
- Yorum: Doğrusallık varsayımı genel olarak sağlanıyor, homoscedasticity (sabit varyans) da makul.
2. Q-Q Plot (Çeyrekler Grafiği)
- Amaç: Artıkların normal dağılıp dağılmadığını kontrol eder
- Ne görünüyor? Noktalar teorik doğruya oldukça yakın.
- Uçlarda (özellikle pozitif uçta) biraz sapma var.
- Yorum: Artıklar yaklaşık normal dağılıyor, ancak uç değerlerde (kuyrukta) hafif sapma olabilir.
3. Scale-Location Plot (Homoscedasticity Testi)
- Amaç: Artıkların standart sapması tahmin değerlerine göre sabit mi?
- Ne görünüyor? Noktalar çoğunlukla yatay çizgi etrafında, ama yoğunluk biraz merkezde toplanmış.
- Yorum: Varyanslar büyük ölçüde sabit, ciddi bir ihlal görünmüyor → homoscedasticity kabul edilebilir düzeyde.
4. Residuals vs Leverage (Etkili Gözlemler)
- Amaç: Aykırı ve etkili gözlemleri tespit eder.
- Çoğu gözlem güvenli bölgede.
- 2-3 gözlem (etiketli olanlar: 1380, 4734 vs.) yüksek leverage ve etkili olabilir.
- Yorum: Modele fazla etki eden bazı veri noktaları olabilir (Cook’s distance çizgisine yakın).

par(opar)

autoplot(model_data_1) + theme_minimal()

1. Residuals vs Fitted
- Amaç: Doğrusallık ve sabit varyans (homoscedasticity) kontrolü.
- Yorum: Noktalar yatay bir bantta dağılmış; desen (pattern) veya eğri yapısı yok.
- Bu, doğrusallık varsayımı sağlanıyor anlamına gelir.
- Hafif uçlardaki yoğunluk normaldir.
2. Normal Q-Q
- Amaç: Artıkların normal dağılıp dağılmadığı kontrol edilir.
- Yorum: Noktalar teorik çizgiye oldukça yakın. Yalnızca uç değerlerde (sağ kuyrukta) biraz sapma var.
- Normal dağılım varsayımı genelde sağlanıyor.
3. Scale-Location
- Amaç: Artıkların varyansının sabit olup olmadığına bakılır.
- Yorum: Mavi çizgi yatay ve noktalar homojen şekilde dağılmış.
- Homoscedasticity (sabit varyans) sağlanıyor.
4. Residuals vs Leverage
- Amaç: Modele aşırı etkili gözlemleri tespit etmek.
- 3-4 gözlem (3709, 1360, 4734) yüksek leverage değerlerine sahip.
- Ancak Cook’s Distance çizgisini çok aşmıyorlar → aşırı etkili değiller, ama yine de incelemeye değer.

3.1 Çoklu Regresyon

Regresyon katsayılarından her birinin istatistiksel olarak sıfırdan farklı olup olmadığı test edilebilir. Bu durumda regresyon katsayılarına ilişkin test edilecek sıfır hipotezleri aşağıdaki gibidir:
- H₀ : β₁ = 0 → MISCED düzeyleri eşit olan öğrenciler için ESCS düzeylerindeki farklılıklar performans düzeylerinde farklılığa yol
- H₀ : β₂ = 0 → ESCS düzeyleri eşit olan öğrenciler için MISCED düzeylerindeki farklılıklar performans düzeylerinde farklılığa yol açmaz.
Hipotez testlerine ilişkin t istatistiği, → standartlaştırılmamış regresyon katsayılarının standart hatalarına bölünmesi ile hesaplanır.

tidy(model_data_1) %>%
  kable(digits = 3, caption = "Regresyon Modeli Katsayıları") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = FALSE, position = "center", font_size = 14) %>%
  row_spec(0, bold = TRUE, background = "#f0f0f0")

Regresyon Modeli Katsayıları
term	estimate	std.error	statistic
(Intercept)	505.339	5.289	95.537
MISCED	-7.363	1.111	-6.628
ESCS	42.852	1.598	26.808

1. Sabit Terim (Intercept = 505.339)
- ESCS ve MISCED değişkenleri 0 olduğunda (standartlaştırılmamış haliyle),
- Beklenen PVMATH_MEAN ≈ 505.34 puan.
- Modelin kesişim noktasıdır, tek başına yorumu sınırlıdır.
2. MISCED (Anne Eğitim Düzeyi)
- Katsayı: -7.363 → MISCED bir birim ARTTIĞINDA, → PVMATH_MEAN puanı ortalama 7.36 puan AZALIYOR (ESCS SABİT tutulduğunda).
- p-değeri: 0.000 → Etki istatistiksel olarak MANİDAR.
- t değeri: -6.628 → Güçlü MANİDARLIK.
  - Negatif katsayı, ESCS kontrol edildiğinde MISCED’in etkisinin TERS yönde olduğunu gösteriyor. → Bu, değişkenler arasında örtüşme/multicollinearity olabileceğine işaret edebilir.
3. ESCS (Sosyoekonomik Statü)
- Katsayı: 42.852 → ESCS bir birim ARTTIğında, → PVMATH_MEAN puanı yaklaşık 42.85 puan ARTAR.
- p-değeri: 0.000 → Etki çok MANİDAR.
- t değeri: 26.808 → Etkinin büyüklüğü çok yüksektir.
- ESCS modeldeki en güçlü ve pozitif açıklayıcı değişken gibi görünüyor.
SONUÇ:
- Modelde her iki değişkenin etkisi istatistiksel olarak MANİDAR.
- ESCS pozitif, MISCED negatif etki göstermektedir.
- MISCED’in bu beklenmedik etkisi, ESCS ile birlikte modele girmesinden kaynaklı olabilir (çünkü aralarında yüksek korelasyon olduğunu daha önce görmüştük).
Estimate / Std. Error ile “Statistic” elde edilmektedir.

-7.363/1.111

## [1] -6.627363

3.2 Yol Şeması

model_data_1_1 <- 'PVMATH_MEAN ~  ESCS + MISCED'
fit1 <- sem(model_data_1_1, data = data)
summary(fit1)

## lavaan 0.6-19 ended normally after 1 iteration
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of model parameters                         3
## 
##   Number of observations                          4838
## 
## Model Test User Model:
##                                                       
##   Test statistic                                 0.000
##   Degrees of freedom                                 0
## 
## Parameter Estimates:
## 
##   Standard errors                             Standard
##   Information                                 Expected
##   Information saturated (h1) model          Structured
## 
## Regressions:
##                    Estimate  Std.Err  z-value  P(>|z|)
##   PVMATH_MEAN ~                                       
##     ESCS             42.852    1.598   26.816    0.000
##     MISCED           -7.363    1.111   -6.630    0.000
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)
##    .PVMATH_MEAN    6161.794  125.282   49.183    0.000

model_info <- data.frame(
  Özellik = c("Estimator", "Optimization Method", "Model Parameter Sayısı", "Gözlem Sayısı", "Test Statistic", "Degrees of Freedom", "Standard Errors", "Information", "H1 Model"),
  Değer = c("ML", "NLMINB", "3", "4838", "0.000", "0", "Standard", "Expected", "Structured"))
kable(model_info, caption = "SEM Model Bilgileri") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = FALSE, position = "center", font_size = 14) %>%
  row_spec(0, bold = TRUE, background = "#f0f0f0")

SEM Model Bilgileri
Özellik	Değer
Estimator	ML
Optimization Method	NLMINB
Model Parameter Sayısı	3
Gözlem Sayısı	4838
Test Statistic	0.000
Degrees of Freedom	0
Standard Errors	Standard
Information	Expected
H1 Model	Structured

Model Tanımlayıcı Bilgiler
Estimator: ML → Maksimum Benzerlik (Maximum Likelihood) yöntemi kullanılmış. Genelde varsayımlar sağlanıyorsa bu tercih edilir.
Optimization method: NLMINB → Parametrelerin en uygun değerlerini bulmak için kullanılan algoritma. Uygun ve yaygın.
Number of model parameters: 3 → 2 regresyon katsayısı + 1 varyans → toplam 3 parametre tahmin edilmiş.
Number of observations: 4838 → Model, 4838 gözlem üzerinden tahmin edilmiş. Büyük örneklem = güvenilirlik
Model Test User Model
- Test statistic: 0.000 → Serbestlik derecesi (df) 0 olduğu için model mükemmel uyum gösteriyor (saturated model gibi).
- Degrees of freedom: 0 → Bu modelde gözlenen ile tahmin edilen kovaryans matrisi arasında fark kalmamış. SEM’de bu genelde “tam belirlenmiş model” anlamına gelir.

sem_summary <- parameterEstimates(fit1)
reg_tab <- sem_summary[sem_summary$op == "~", c("lhs", "rhs", "est", "se", "z", "pvalue")]
colnames(reg_tab) <- c("Bağımlı", "Bağımsız", "Katsayı", "Std.Hata", "z Değeri", "p Değeri")
reg_tab %>%
  mutate(across(where(is.numeric), ~ round(., 3))) %>%
  kable(caption = "Yapısal Eşitlik Modeli – Regresyon Katsayıları") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = FALSE, position = "center", font_size = 14) %>%
  row_spec(0, bold = TRUE, background = "#f0f0f0")

Yapısal Eşitlik Modeli – Regresyon Katsayıları
Bağımlı	Bağımsız	Katsayı	Std.Hata	z Değeri	p Değeri
PVMATH_MEAN	ESCS	42.852	1.598	26.816	0
PVMATH_MEAN	MISCED	-7.363	1.111	-6.630	0

Regresyon Tahminleri (Parameter Estimates)
- PVMATH_MEAN & ESCS → ESCS arttıkça matematik puanı artıyor. Yüksek anlamlılık (p < 0.001). Etkisi güçlü.
- PVMATH_MEAN & MISCED → Anne eğitimi arttıkça puan düşüyor. Bu ters etki dikkat çekici. Belki ESCS ile korelasyonun etkisi.

variance_table <- data.frame(
  Değişken = "PVMATH_MEAN",
  Tahmin = 6161.794,
  Std_Hata = 125.282,
  Z_Değeri = 49.183,
  P_Değeri = 0.000)
kable(variance_table, digits = 3, caption = "PVMATH_MEAN Değişkenine Ait Varyans Tahmini") %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed"), full_width = FALSE, position = "center", font_size = 14) %>%
  row_spec(0, bold = TRUE, background = "#f0f0f0")

PVMATH_MEAN Değişkenine Ait Varyans Tahmini
Değişken	Tahmin	Std_Hata	Z_Değeri	P_Değeri
PVMATH_MEAN	6161.794	125.282	49.183	0

Varyans Tahmini
- Matematik puanlarının varyansı yüksek ve anlamlı. Bu, modelin değişkenlik üzerinde çalıştığını gösterir.

3.2.0.1 Standart çözüm:

lavaanPlot(model = fit1, coefs = TRUE, stand = TRUE, sig = 0.05)

Model: PVMATH_MEAN ~ ESCS + MISCED
- Yani matematik puanı, sosyoekonomik statü (ESCS) ve annenin eğitim düzeyi (MISCED) tarafından yordanıyor.
1. ESCS → PVMATH_MEAN
- Standartlaştırılmış katsayı: +0.50
- Yorum: ESCS değişkeninde 1 standart sapmalık bir artış, matematik puanında 0.5 standart sapmalık bir artışa yol açıyor.
- Bu, güçlü ve anlamlı bir pozitif ilişki olduğunu gösterir.
- En baskın açıklayıcı değişken bu gibi görünüyor.
2. MISCED → PVMATH_MEAN
- Standartlaştırılmış katsayı: −0.12
- Yorum: Annenin eğitim düzeyindeki 1 standart sapmalık artış, matematik puanında 0.12 standart sapmalık azalmaya neden oluyor.
- Bu negatif etki istatistiksel olarak anlamlı olsa da, büyüklüğü düşüktür.
- Bu negatif yön, ESCS sabit tutulduğunda MISCED’in dolaylı veya ters yönde etkisini yansıtıyor olabilir. İki değişken arasında korelasyon varsa bu normaldir.

3.2.0.2 Standart olmayan çözüm:

Not: Araştırmacılar özellikle ortalamaların yapısı ile ilgilenmedikleri sürece yol şemasında b₀ gösterilmez.

lavaanPlot(model = fit1, coefs = TRUE, stand = FALSE, sig = 0.05)

ESCS → PVMATH_MEAN → 42.85 → ESCS’de 1 birimlik artış, matematik puanını ortalama 42.85 puan artırıyor.
MISCED → PVMATH_MEAN → -7.36 → MISCED’de 1 birimlik artış, matematik puanını ortalama 7.36 puan azaltıyor.

m <- matrix(c("ESCS", NA, "NA",  NA,   NA,
                NA, NA, NA,  NA, "PVMATH_MEAN",
              "MISCED",    NA, NA,  NA,   NA), byrow = TRUE, 3, 5)

yol <- semPlot::semPaths(fit1,  whatLabels = "est", sizeMan = 10, edge.label.cex = 1.15, style = "lisrel", nCharNodes = 0, nCharEdges = 0, layout = m)

semPlot::semPaths(fit1, whatLabels = "est", layout = m, style = "lisrel", sizeMan = 15, edge.label.cex = 1.2, edge.color = "blue", label.cex = 1.2, residuals = TRUE, nCharNodes = 0, nCharEdges = 0)

library(gt)
sem_tab <- data.frame(
  Bagimsiz = c("ESCS", "MISCED", "ESCS ↔ MISCED"),
  Hedef    = c("PVMATH_MEAN", "PVMATH_MEAN", "(Kovaryans)"),
  Katsayi  = c(42.85, -7.36, 1.03),
  Yon      = c("Pozitif", "Negatif", "Pozitif ilişki"),
  Aciklama = c(
    "ESCS puanı 1 birim artarsa, PVMATH_MEAN yaklaşık 42.85 puan artar.",
    "MISCED puanı 1 birim artarsa, PVMATH_MEAN yaklaşık 7.36 puan azalır.",
    "ESCS ile MISCED arasında pozitif korelasyon vardır."))
sem_tab %>%
  gt() %>%
  fmt_number(columns = Katsayi, decimals = 2) %>%
  tab_header(
    title = md("**Yapısal Model İlişkileri Tablosu**"),
    subtitle = "SEM yol diyagramına göre etkiler ve açıklamalar") %>%
  cols_label(
    Bagimsiz = "Bagimsız",
    Hedef    = "Hedef",
    Katsayi  = "Katsayi",
    Yon      = "Yon",
    Aciklama = "Aciklama") %>%
  tab_options(
    table.font.size = px(14),
    heading.align = "center")

Bagimsız	Hedef	Katsayi	Yon	Aciklama
Yapısal Model İlişkileri Tablosu
SEM yol diyagramına göre etkiler ve açıklamalar
ESCS	PVMATH_MEAN	42.85	Pozitif	ESCS puanı 1 birim artarsa, PVMATH_MEAN yaklaşık 42.85 puan artar.
MISCED	PVMATH_MEAN	−7.36	Negatif	MISCED puanı 1 birim artarsa, PVMATH_MEAN yaklaşık 7.36 puan azalır.
ESCS ↔ MISCED	(Kovaryans)	1.03	Pozitif ilişki	ESCS ile MISCED arasında pozitif korelasyon vardır.

En güçlü etki: ESCS → PVMATH_MEAN. Öğrencinin sosyoekonomik düzeyi, matematik başarısının güçlü bir yordayıcısıdır.

-Negatif ama anlamlı etki: MISCED’in tek başına negatif çıkması, muhtemelen ESCS ile birlikte modele dahil edilmesinden kaynaklıdır (çünkü bu iki değişken pozitif ilişkilidir → multicollinearity etkisi olabilir).

Kovaryans (ESCS–MISCED) ilişkisi modelde gösterilmiş ve pozitif çıkmıştır, bu da mantıklıdır.
Anlamlılık düzeylerini ekleme:

yol <- mark_sig(yol, fit1)
plot(yol)

ESCS, matematik puanı üzerinde güçlü ve anlamlı bir etkiye sahip. Öğrencinin sosyoekonomik seviyesi arttıkça akademik başarı da artıyor.
MISCED’in etkisi negatif çıkmış. ESCS kontrol altındayken, annenin eğitim düzeyindeki artış matematik başarısıyla ters yönde ilişkili. Bu durum çoklu bağlantı (multicollinearity) ya da örtük değişkenlerle ilgili olabilir.
Model iyi çalışıyor, çünkü tüm yollar anlamlı ve yönler beklenene uygun.

3.3 Aşamalı (Stepwise) Regresyon

Bir regresyon modeline dahil edilebilecek çok sayıda değişken bulunduğunda,→ bu değişkenlerden en uygun regresyon eşitliğinin oluşturulması için → değişken seçiminde çeşitli yöntemler vardır.
- Bu yöntemlerden birisi → aşamalı stepwise regresyondur.
Aşamalı regresyon yöntemi → her bağımsız değişkenin regresyon modeline katkısının incelenmesini sağlar.
Bu yönteme göre → önce bağımlı değişken ile en yüksek korelasyona sahip bağımsız değişken seçilerek → basit regresyon modeli kurulur.
Birinci regresyon eşitliğinden kalan hata varyansının istatistiksel olarak anlamlı kısmını en çok açıklayan bağımsız değişkeni bulmak için → kısmi korelasyon katsayıları incelenir ve → en yüksek kısmi korelasyon katsayısına sahip bağımsız değişken modele eklenir.
İki bağımsız değişken ile → regresyon eşitliği yeniden hesaplanır ve → eklenen değişkenin modele anlamlı katkısı olup olmadığı test edilir.
- Bu işlem modele anlamlı katkı sağlayacak değişken kalmayana kadar devam eder.

tekdegisken <- lm(PVMATH_MEAN ~ MISCED, data = data)

glance(tekdegisken) %>%
  kable(digits = 3,
        caption = "Tek Değişkenli Regresyon Model Özeti (MISCED → PVMATH_MEAN)") %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"), full_width = FALSE, position = "center", font_size = 14) %>%
  row_spec(0, bold = TRUE, background = "#f7f7f7")

Tek Değişkenli Regresyon Model Özeti (MISCED → PVMATH_MEAN)
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.053	0.053	84.146	272.281	0	1	-28308.53	56623.07	56642.52	34241746	4836	4838

r.squared = 0.053 → Model, matematik puanındaki varyansın yalnızca %5.3’ünü açıklıyor. Yani çok düşük açıklayıcılık gücü var.
adj.r.squared = 0.053 → Düzeltilmiş R² değeri. Tek değişkenli model olduğu için r² ile aynıdır.
sigma = 84.146 → Artıkların standart sapması. Ortalama tahmin hatası yüksek sayılır.
statistic = 272.281 → F-istatistiği. Modelin genel anlamlılığını test eder.
p.value = 0 → Bu modelde MISCED’in matematik puanı üzerinde istatistiksel olarak anlamlı etkisi vardır (p < .001).
logLik = -28308.53 → Log likelihood değeri. Model karşılaştırmalarında kullanılır.
AIC / BIC = 56623.07 / 56642.52 → Modelin bilgi kriterleri. Başka modellerle karşılaştırmak için kullanılır. Daha küçük değerler tercih edilir.
deviance = 34241746 → Artıklara dayalı toplam sapma. Yine başka modellerle karşılaştırmalarda anlamlı.
df.residual / nobs = 4836 / 4838 → 2 gözlem model dışı kalmış. Geri kalanı modele dahil edilmiş.
- Açıklayıcılık gücü zayıf → Sadece %5.3’lük bir varyansı açıklıyor.
- Manidarlık var → MISCED değişkeni istatistiksel olarak anlamlı, yani etkisi sıfırdan farklı.
- Ancak etkisi zayıf → MISCED tek başına çok az açıklıyor, yani yeterli değil.

tum <- lm(PVMATH_MEAN ~ MISCED + ESCS, data = data)

glance(tum) %>%
  kable(digits = 3, caption = "Çoklu Regresyon Model Özeti (MISCED + ESCS → PVMATH_MEAN)") %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"), full_width = FALSE, position = "center", font_size = 14) %>%
  row_spec(0, bold = TRUE, background = "#f0f0f0")

Çoklu Regresyon Model Özeti (MISCED + ESCS → PVMATH_MEAN)
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.176	0.175	78.521	515.674	0	2	-27973.32	55954.63	55980.57	29810760	4835	4838

r.squared = 0.176 → Model, matematik puanındaki varyansın %17.6’sını açıklıyor. Tek değişkenli modele göre (R² = 0.053), önemli bir artış!
adj.r.squared = 0.175 → Düzeltilmiş R². Modele yeni değişken eklendiğinde düşüş varsa ceza verir. Bu da ESCS’nin katkı sağladığını gösterir.
sigma = 78.521 → Artıkların (hataların) standart sapması. Bu, tek değişkenli modele (σ ≈ 84.146) göre daha düşük hata demek.
statistic (F) = 515.674 → Modelin genel anlamlılığını test eden F-istatistiği. Yüksek bir değer.
p.value = 0 → Modelin tamamı anlamlıdır (p < .001). En az bir açıklayıcı değişken etkili.
logLik = -27973.32 → Tek değişkenli modelde: -28308.53. Bu modelin log-likelihood değeri daha iyi.
AIC / BIC = 55954.63 / 55980.57 → Bu değerler daha düşük olduğunda model daha tercih edilir. Bu model, tek değişkenli modele göre daha iyi uyum sağlar.
deviance = 29810760 → Artık kareler toplamı. Tek değişkenli modelde daha yüksekti (34 milyon civarı). Burada daha düşük → daha iyi.
df.residual / nobs = 4835 / 4838 → 3 gözlem açıklayıcı değişkenler tarafından kapsanıyor, 4835’i model dışı kalmış.
- SCS eklendiğinde modelin açıklayıcılığı ciddi şekilde artıyor.
- MISCED tek başına yetersizdi, ancak ESCS ile birlikte anlamlı bir model elde ediliyor.
- Tüm katsayılar anlamlı ve model genel olarak başarılı.

anova_df <- tidy(anova(tum, tekdegisken))

anova_df %>%
  kable(digits = 3, caption = "Model Karşılaştırması: MISCED ve MISCED + ESCS (ANOVA)") %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"), full_width = FALSE, position = "center", font_size = 14) %>%
  row_spec(0, bold = TRUE, background = "#f0f0f0")

Model Karşılaştırması: MISCED ve MISCED + ESCS (ANOVA)
term	df.residual	rss	df	sumsq	statistic	p.value
PVMATH_MEAN ~ MISCED + ESCS	4835	29810760	NA	NA	NA	NA
PVMATH_MEAN ~ MISCED	4836	34241746	-1	-4430986	718.66	0

RSS (Residual Sum of Squares) çoklu modelde daha düşük → hatalar azalmış.
∆RSS ≈ -4.43 milyon → ESCS değişkeni modele ciddi katkı sağlamış.
F değeri = 718.66 → Çok büyük! Bu, ESCS değişkeninin modele anlamlı katkı yaptığını gösterir.
p-değeri ≈ 1.03e-147 → Oldukça küçük; fark istatistiksel olarak çok anlamlı.
Sonuç: ESCS değişkeninin eklenmesiyle model performansı belirgin şekilde artmıştır.

3.4 Etkili Gözlemlerin Belirlenmesi

Etkili gözlemler (influential observations) → regresyon sonuçları üzerinde orantısız etkisi olan bütün gözlemleri içerir.
Bu aşırı değerler → regresyon doğrusunu kendilerine doğru çekerek modelin katsayıları üzerinde → anlamlı etkileri olan değerlerdir.
Regresyon analizinin sonuçları ve sonuçların genellenebilirliği birkaç gözlemle değişebilir.
- Dolayısıyla bu gözlemlerin etkilerinin değerlendirilmesi için belirlenmesi gerekir.
Etkili gözlem, → gözlemlerdeki veya veri girişindeki bir hatadan kaynaklanabilir.
- Bu durumda → birey analizden çıkarılabilir veya veri düzeltilebilir.
Sıradışı bir durumla açıklanabilen, ender karşılaşılan geçerli bir gözlem → analizden çıkarılabilir.
- Halbuki olası bir açıklaması olmayan, ender karşılaşılan bir gözlemi bir neden olmadan çıkarmak problemlidir → ancak → gözlemin analize dahil edilmesi de savunulamayabilir.
- Bu durumda → analizlerin gözlem dahil edilerek ve dahil edilmeyerek tekrarlanması önerilir.

3.4.1 Cook’s D

Etkinin en yaygın ölçümü → Cook’s D olarak bilinir.
Bağımlı değişkenlerdeki → potansiyel uç değerlerin belirlenmesinde → kullanışlı bir istatistiktir.
- Uzaklık için en yaygın ölçüm → artıktır.
Artık → herhangi bir nokta ve regresyon eğrisi arasındaki → dikey uzaklığı ölçer.
- Bu noktalar rastgele hatayı temsil edebilir, veri yanlış kodlanmış olabilir veya veri setine ait olmayan olağan dışı durumları yansıtabilir.
Cook’s D → i gözlemi veriden çıkarılıp analiz yeniden gerçekleştirilirse, bj katsayısındaki değişikliğin karesinin toplamının → bir fonksiyonudur.
Her gözlem için hesaplanabilir.
- Her gözlem için bu değer, N gözlemlerin sayısı olmak üzere 4/N ile karşılaştırılabilir.
- 4/N üzerindeki değerler problem olabilecek gözlemlere işaret eder.

olsrr::ols_plot_cooksd_bar(model_data_1)

Mavi Çubuklar (normal) → Gözlemlerin çoğu bu bölgede yer alıyor → modelin üzerinde ciddi etkisi olmayan gözlemler.
Kırmızı Çubuklar (outlier) → Bu noktalar Cook’s D > 0.001 eşik değerini geçmiş → potansiyel etkili gözlemler (influential points).
Eşik (Threshold): 0.001 olarak belirlenmiş (grafikte kırmızı çizgi).
Gözlemler: 4734, 4736, 4735, 4737, 4738, 4740 gibi sonlara yakın olan bazı gözlemler bu eşiği geçmiştir.
Bu değerlerin yüksek olması: Bu gözlemler modelin katsayıları üzerinde olağandışı bir etkiye sahip olabilir.

3.4.2 DFBETA

Cook’s D etkinin genel bir ölçümü olarak düşünülebilir.
- Gözlemin eklenmesiyle → her katsayının nasıl değiştiğini ölçen → daha spesifik bir ölçüm ele alınabilir.
Bu ölçüm DFBETA olarak adlandırılır ve her gözlem için hesaplanabilir.

ols_plot_dfbetas(model_data_1)

Intercept paneli → Y eksenindeki değerler sabit terim üzerindeki etkileri gösterir.
ESCS paneli → ESCS değişkeninin katsayısı üzerinde hangi gözlemlerin etkili olduğunu gösterir.
MISCED paneli → MISCED değişkeninin regresyon katsayısına etki eden gözlemleri gösterir.

influence.measures(model_data_1, infl = influence(model_data_1))

## Influence measures of
##   lm(formula = PVMATH_MEAN ~ MISCED + ESCS, data = data) :
## 
##         dfb.1_  dfb.MISC  dfb.ESCS     dffit cov.r   cook.d      hat inf
## 1    -6.98e-03  9.82e-03 -1.15e-02  1.67e-02 1.001 9.29e-05 0.000409    
## 2     8.35e-05 -1.79e-04  4.48e-04 -6.32e-04 1.001 1.33e-07 0.000516    
## 3    -2.51e-03  1.77e-03 -7.33e-04 -4.08e-03 1.001 5.55e-06 0.000266    
## 4     8.78e-03 -7.85e-03  1.95e-03  1.06e-02 1.002 3.74e-05 0.000969    
## 5    -6.92e-03  5.45e-03 -9.21e-03 -1.23e-02 1.001 5.00e-05 0.000494    
## 6    -8.47e-05  3.78e-04 -1.15e-03  1.81e-03 1.001 1.09e-06 0.000430    
## 7    -1.53e-02  1.40e-02 -6.70e-03 -1.64e-02 1.002 8.94e-05 0.001125    
## 8     1.58e-03 -3.58e-03 -3.30e-03 -1.31e-02 1.001 5.72e-05 0.000395    
## 9    -1.64e-03  2.98e-03 -3.04e-03  6.72e-03 1.001 1.50e-05 0.000270    
## 10    1.71e-02 -2.29e-02  1.00e-02 -3.51e-02 0.999 4.11e-04 0.000403    
## 11    7.69e-04 -1.94e-03  5.15e-03 -7.54e-03 1.001 1.90e-05 0.000482    
## 12    4.47e-03 -8.22e-03 -3.85e-03 -2.38e-02 1.000 1.89e-04 0.000380    
## 13   -5.00e-03  4.28e-03  4.82e-04 -7.47e-03 1.002 1.86e-05 0.000940    
## 14   -8.62e-04  3.79e-03 -2.74e-03  1.38e-02 1.000 6.37e-05 0.000223    
## 15   -1.99e-02  2.68e-02 -1.11e-02  4.19e-02 0.998 5.86e-04 0.000398    
## 16    2.24e-03 -3.16e-03  8.40e-04 -5.55e-03 1.001 1.03e-05 0.000379    
## 17   -9.21e-03  1.24e-02 -1.75e-02  2.17e-02 1.001 1.57e-04 0.000585    
## 18   -1.15e-02  1.58e-02 -5.51e-03  2.61e-02 1.000 2.27e-04 0.000387    
## 19   -1.42e-02  1.97e-02 -6.50e-03  3.29e-02 0.999 3.61e-04 0.000385    
## 20    1.52e-02 -1.23e-02  1.00e-02  1.94e-02 1.000 1.25e-04 0.000351    
## 21    4.30e-03 -1.52e-03 -4.10e-03  1.48e-02 1.000 7.28e-05 0.000279    
## 22    4.68e-03 -6.85e-03  1.38e-02 -1.68e-02 1.001 9.46e-05 0.000793    
## 23    2.04e-03 -4.56e-03  1.16e-02 -1.65e-02 1.001 9.10e-05 0.000506    
## 24    6.03e-04  6.54e-03  2.17e-02  5.17e-02 0.997 8.91e-04 0.000449   *
## 25    2.13e-05 -1.04e-04  3.20e-04 -5.09e-04 1.001 8.62e-08 0.000426    
## 26   -1.73e-03 -1.80e-03 -1.30e-02 -2.69e-02 1.000 2.41e-04 0.000482    
## 27   -1.14e-02  1.64e-02 -1.89e-02  2.87e-02 1.000 2.74e-04 0.000381    
## 28    8.04e-03 -6.14e-03  3.95e-03  1.14e-02 1.001 4.32e-05 0.000293    
## 29    1.56e-02 -1.90e-02  1.48e-02 -2.33e-02 1.001 1.81e-04 0.000622    
## 30   -1.09e-03  1.43e-03 -7.11e-04  2.10e-03 1.001 1.47e-06 0.000418    
## 31    1.07e-02 -1.26e-02  1.12e-02 -1.50e-02 1.001 7.47e-05 0.000846    
## 32    2.76e-02 -3.33e-02  2.66e-02 -4.07e-02 1.000 5.52e-04 0.000647    
## 33   -3.53e-03 -4.40e-17  3.25e-17 -1.66e-02 1.000 9.14e-05 0.000207    
## 34   -8.46e-03  4.71e-03 -1.03e-02 -2.17e-02 1.000 1.56e-04 0.000277    
## 35    1.80e-02 -2.11e-02  1.92e-02 -2.49e-02 1.001 2.07e-04 0.000907    
## 36   -1.33e-02  1.62e-02 -1.21e-02  2.03e-02 1.001 1.38e-04 0.000573    
## 37    3.86e-04 -6.62e-04  6.98e-04 -1.41e-03 1.001 6.60e-07 0.000285    
## 38   -1.36e-03 -1.11e-04  3.38e-03 -8.08e-03 1.001 2.18e-05 0.000312    
## 39   -2.57e-02  3.05e-02 -2.65e-02  3.64e-02 1.000 4.42e-04 0.000789    
## 40    2.90e-02 -3.38e-02  3.17e-02 -3.99e-02 1.001 5.30e-04 0.001005    
## 41   -9.68e-04  1.42e-03 -2.02e-04  2.75e-03 1.001 2.52e-06 0.000372    
## 42    5.96e-03 -7.10e-03  9.17e-03 -1.01e-02 1.002 3.41e-05 0.001197    
## 43    8.94e-03 -1.27e-02  1.48e-02 -2.17e-02 1.000 1.58e-04 0.000400    
## 44   -1.26e-02  1.84e-02 -3.29e-03  3.44e-02 0.999 3.95e-04 0.000373    
## 45   -2.68e-02  2.29e-02 -2.18e-02 -3.22e-02 1.000 3.45e-04 0.000476    
## 46    7.68e-04 -1.38e-03 -5.72e-04 -3.87e-03 1.001 5.00e-06 0.000378    
## 47    1.59e-02 -1.86e-02  2.62e-02 -2.79e-02 1.002 2.59e-04 0.001750   *
## 48    4.08e-03 -2.87e-04 -7.95e-03  2.06e-02 1.000 1.42e-04 0.000302    
## 49    2.25e-02 -2.78e-02  1.98e-02 -3.53e-02 1.000 4.16e-04 0.000540    
## 50   -2.48e-05  7.09e-04 -2.44e-03  4.10e-03 1.001 5.61e-06 0.000399    
## 51   -4.48e-02  3.90e-02 -1.51e-03 -6.12e-02 0.999 1.25e-03 0.000937    
## 52    1.32e-02 -1.69e-02  3.05e-02 -3.42e-02 1.001 3.90e-04 0.001257    
## 53    1.16e-02 -1.42e-02  1.07e-02 -1.77e-02 1.001 1.05e-04 0.000582    
## 54   -2.30e-02  1.96e-02  3.05e-03 -3.53e-02 1.001 4.14e-04 0.000944    
## 55    1.77e-04 -2.10e-04  1.81e-04 -2.51e-04 1.001 2.09e-08 0.000776    
## 56    3.11e-05 -1.25e-03 -3.48e-03 -8.69e-03 1.001 2.52e-05 0.000440    
## 57   -3.94e-03  7.79e-03 -7.65e-03  1.90e-02 1.000 1.20e-04 0.000256    
## 58   -7.86e-03 -9.79e-17  7.24e-17 -3.68e-02 0.997 4.52e-04 0.000207   *
## 59    1.24e-04 -9.98e-05  7.82e-05  1.62e-04 1.001 8.72e-09 0.000336    
## 60   -7.51e-03  4.77e-03 -2.94e-04 -1.46e-02 1.000 7.11e-05 0.000257    
## 61   -2.02e-03  8.56e-04  1.42e-03 -6.16e-03 1.001 1.26e-05 0.000272    
## 62   -5.53e-05  9.03e-05 -9.76e-05  1.83e-04 1.001 1.11e-08 0.000300    
## 63    4.77e-03 -2.95e-03 -1.02e-02  1.94e-02 1.002 1.25e-04 0.001297    
## 64    1.09e-02 -1.47e-02  1.77e-02 -2.37e-02 1.000 1.87e-04 0.000487    
## 65   -1.70e-03 -2.31e-03  1.19e-02 -2.29e-02 1.000 1.75e-04 0.000351    
## 66   -2.05e-02  2.39e-02 -2.25e-02  2.82e-02 1.001 2.65e-04 0.001016    
## 67    4.20e-03 -1.75e-03  1.37e-02  2.19e-02 1.001 1.60e-04 0.000607    
## 68    9.15e-04 -2.77e-03  7.75e-03 -1.17e-02 1.001 4.57e-05 0.000458    
## 69    1.88e-04 -9.86e-05 -6.54e-05  4.70e-04 1.001 7.35e-08 0.000262    
## 70   -4.53e-03  6.21e-03 -7.39e-03  1.02e-02 1.001 3.49e-05 0.000449    
## 71   -7.77e-03  5.08e-03 -8.21e-04 -1.44e-02 1.000 6.93e-05 0.000258    
## 72    1.22e-03 -2.20e-04  4.79e-03  8.34e-03 1.001 2.32e-05 0.000552    
## 73    6.13e-03 -9.69e-03 -7.03e-04 -2.18e-02 1.000 1.59e-04 0.000370    
## 74   -2.79e-02  2.25e-02 -3.74e-02 -4.80e-02 0.999 7.67e-04 0.000546    
## 75   -3.18e-02  2.86e-02 -4.41e-02 -4.87e-02 1.001 7.91e-04 0.001202    
## 76    9.51e-03 -1.15e-02  9.13e-03 -1.41e-02 1.001 6.63e-05 0.000636    
## 77   -9.53e-02  8.85e-02 -4.91e-02 -9.93e-02 0.997 3.28e-03 0.001241   *
## 78    3.59e-04 -7.63e-04  1.90e-03 -2.68e-03 1.001 2.39e-06 0.000519    
## 79   -8.16e-03 -1.02e-16  7.51e-17 -3.82e-02 0.996 4.86e-04 0.000207   *
## 80   -1.77e-03  6.26e-04 -1.96e-03 -6.01e-03 1.001 1.20e-05 0.000240    
## 81   -5.19e-03  3.20e-03  1.43e-04 -1.06e-02 1.001 3.72e-05 0.000257    
## 82   -3.50e-02  3.16e-02  8.59e-03 -5.67e-02 1.002 1.07e-03 0.002464   *
## 83   -1.31e-03  1.96e-03 -1.62e-04  3.95e-03 1.001 5.21e-06 0.000371    
## 84    1.72e-03 -3.33e-03 -1.97e-03 -1.03e-02 1.001 3.55e-05 0.000384    
## 85    3.04e-02 -3.75e-02  2.69e-02 -4.77e-02 0.999 7.59e-04 0.000542    
## 86    9.45e-03 -1.37e-02  2.76e-02 -3.34e-02 1.001 3.72e-04 0.000806    
## 87    4.57e-03 -6.37e-03  1.96e-03 -1.08e-02 1.001 3.91e-05 0.000383    
## 88   -1.73e-02  1.27e-02  1.96e-02 -4.73e-02 1.001 7.46e-04 0.001132    
## 89   -2.09e-02  1.96e-02 -1.22e-02 -2.14e-02 1.002 1.52e-04 0.001385    
## 90   -9.46e-04  1.17e-03 -8.28e-04  1.50e-03 1.001 7.49e-07 0.000533    
## 91    2.93e-02 -3.61e-02  2.61e-02 -4.58e-02 0.999 6.97e-04 0.000549    
## 92    7.58e-03 -1.02e-02  4.28e-03 -1.59e-02 1.001 8.44e-05 0.000399    
## 93    2.02e-02 -2.48e-02  1.83e-02 -3.11e-02 1.000 3.22e-04 0.000567    
## 94    6.45e-03 -1.05e-02 -1.67e-03 -2.51e-02 1.000 2.10e-04 0.000372    
## 95    1.07e-02 -1.67e-02 -7.44e-04 -3.69e-02 0.999 4.54e-04 0.000370    
## 96   -3.78e-03  2.13e-03 -1.07e-02 -1.59e-02 1.001 8.46e-05 0.000677    
## 97    5.93e-05 -9.47e-04  3.21e-03 -5.34e-03 1.001 9.52e-06 0.000402    
## 98   -2.47e-02  1.98e-02 -1.54e-02 -3.23e-02 0.999 3.47e-04 0.000333    
## 99   -2.44e-03 -1.02e-04  5.73e-03 -1.40e-02 1.001 6.50e-05 0.000310    
## 100  -2.06e-04  2.70e-05 -2.05e-04 -8.98e-04 1.001 2.69e-07 0.000226    
## 101  -7.43e-04 -3.04e-03  1.24e-02 -2.22e-02 1.000 1.64e-04 0.000373    
## 102   3.93e-04 -8.02e-04  1.96e-03 -2.73e-03 1.001 2.49e-06 0.000531    
## 103   1.40e-03  1.21e-03 -7.34e-03  1.48e-02 1.001 7.30e-05 0.000341    
## 104   9.58e-03 -7.13e-03  4.06e-03  1.42e-02 1.000 6.71e-05 0.000280    
## 105  -2.76e-03  1.89e-03 -5.97e-04 -4.73e-03 1.001 7.45e-06 0.000262    
## 106   4.62e-03 -2.17e-03 -2.52e-03  1.29e-02 1.000 5.58e-05 0.000268    
## 107  -1.20e-02  1.13e-02 -4.92e-03 -1.29e-02 1.002 5.55e-05 0.001841   *
## 108  -1.88e-04  3.12e-04  6.55e-05  7.70e-04 1.001 1.98e-07 0.000373    
## 109   1.05e-02 -6.38e-03 -5.58e-04  2.17e-02 1.000 1.57e-04 0.000258    
## 110  -4.14e-03  1.78e-03  2.84e-03 -1.25e-02 1.001 5.20e-05 0.000271    
## 111   4.02e-03 -2.72e-03  7.47e-04  7.05e-03 1.001 1.66e-05 0.000260    
## 112   4.09e-03 -1.50e-03 -3.70e-03  1.38e-02 1.000 6.32e-05 0.000277    
## 113   2.16e-03 -1.80e-03  1.62e-03  2.65e-03 1.001 2.34e-06 0.000410    
## 114  -2.93e-03  1.36e-03  1.67e-03 -8.32e-03 1.001 2.31e-05 0.000268    
## 115   1.83e-03 -3.06e-03  3.27e-03 -6.35e-03 1.001 1.35e-05 0.000292    
## 116  -4.06e-03  5.52e-03 -2.13e-03  8.83e-03 1.001 2.60e-05 0.000393    
## 117   3.56e-02 -2.94e-02 -1.31e-02  6.36e-02 0.999 1.35e-03 0.000978    
## 118  -9.63e-04  3.33e-03 -9.61e-03  1.48e-02 1.001 7.29e-05 0.000446    
## 119   4.46e-03 -7.92e-03  8.20e-03 -1.74e-02 1.000 1.01e-04 0.000276    
## 120   9.08e-04 -2.79e-04  3.25e-03  5.43e-03 1.001 9.83e-06 0.000576    
## 121  -4.81e-03  3.60e-03 -2.13e-03 -7.03e-03 1.001 1.65e-05 0.000283    
## 122  -6.39e-03  5.22e-03 -4.35e-03 -8.08e-03 1.001 2.18e-05 0.000362    
## 123   2.61e-04 -1.08e-03  3.23e-03 -5.07e-03 1.001 8.56e-06 0.000434    
## 124   2.97e-02 -3.46e-02  3.24e-02 -4.08e-02 1.001 5.55e-04 0.001005    
## 125   2.13e-03  5.78e-04 -6.73e-03  1.51e-02 1.001 7.56e-05 0.000322    
## 126  -2.33e-02  2.02e-02 -2.00e-02 -2.77e-02 1.000 2.55e-04 0.000539    
## 127  -3.63e-03  2.30e-03 -4.55e-03 -8.24e-03 1.001 2.26e-05 0.000309    
## 128   3.37e-02 -4.11e-02  3.14e-02 -5.10e-02 0.999 8.68e-04 0.000596    
## 129   4.46e-04 -1.36e-03 -1.96e-03 -6.21e-03 1.001 1.29e-05 0.000411    
## 130   8.86e-03 -5.63e-03  1.11e-02  2.01e-02 1.000 1.34e-04 0.000310    
## 131   7.02e-03 -4.02e-03  8.57e-03  1.75e-02 1.000 1.02e-04 0.000282    
## 132  -3.95e-02  3.45e-02 -1.79e-03 -5.35e-02 1.000 9.53e-04 0.000938    
## 133  -7.63e-03  6.52e-03  3.84e-03 -1.46e-02 1.002 7.15e-05 0.001689   *
## 134   2.47e-03 -1.18e-03  1.66e-03  6.46e-03 1.001 1.39e-05 0.000221    
## 135   1.84e-02 -1.44e-02  1.03e-02  2.48e-02 1.000 2.06e-04 0.000311    
## 136   9.86e-04  3.36e-03  1.41e-02  3.20e-02 1.000 3.42e-04 0.000460    
## 137   6.06e-03 -1.25e-03  2.34e-02  4.05e-02 0.999 5.45e-04 0.000557    
## 138   7.75e-03 -2.51e-03  2.73e-02  4.54e-02 0.999 6.87e-04 0.000580    
## 139   8.89e-03 -3.57e-03  2.94e-02  4.73e-02 0.999 7.46e-04 0.000602    
## 140   9.25e-03 -5.58e-03  2.52e-02  3.64e-02 1.000 4.42e-04 0.000707    
## 141  -2.16e-02  2.08e-02 -1.83e-02 -2.22e-02 1.003 1.65e-04 0.002896   *
## 142  -1.64e-04  7.47e-04  1.44e-03  4.05e-03 1.001 5.46e-06 0.000423    
## 143   1.74e-03  3.42e-04  8.77e-03  1.66e-02 1.001 9.18e-05 0.000513    
## 144  -6.04e-03  5.01e-03 -4.40e-03 -7.47e-03 1.001 1.86e-05 0.000394    
## 145   1.38e-02 -1.08e-02  7.74e-03  1.87e-02 1.000 1.17e-04 0.000310    
## 146   8.46e-03 -5.73e-03  1.59e-03  1.48e-02 1.000 7.33e-05 0.000260    
## 147  -4.20e-03  6.52e-03  1.39e-04  1.42e-02 1.001 6.69e-05 0.000370    
## 148  -1.37e-03  3.63e-03  4.41e-03  1.51e-02 1.001 7.65e-05 0.000404    
## 149   7.41e-03 -3.82e-03  2.20e-02  3.36e-02 1.000 3.75e-04 0.000649    
## 150  -3.45e-03  1.05e-03  3.88e-03 -1.28e-02 1.001 5.48e-05 0.000283    
## 151  -4.94e-06  9.19e-05  2.44e-04  6.19e-04 1.001 1.28e-07 0.000438    
## 152  -3.21e-02  3.88e-02 -3.09e-02  4.74e-02 0.999 7.48e-04 0.000644    
## 153   1.97e-03 -7.39e-04  6.68e-03  1.09e-02 1.001 3.94e-05 0.000594    
## 154   1.95e-02 -1.70e-02  1.70e-02  2.32e-02 1.001 1.79e-04 0.000559    
## 155   1.53e-02 -9.45e-03 -2.29e-04  3.08e-02 0.999 3.16e-04 0.000257    
## 156  -1.76e-02  2.58e-02 -3.90e-03  4.93e-02 0.997 8.11e-04 0.000372   *
## 157   1.48e-02 -1.36e-02  6.63e-03  1.57e-02 1.002 8.26e-05 0.001139    
## 158  -1.19e-02  1.57e-02 -7.73e-03  2.32e-02 1.000 1.79e-04 0.000416    
## 159  -1.07e-03  4.53e-03  8.32e-03  2.39e-02 1.000 1.90e-04 0.000421    
## 160  -1.86e-03  5.66e-03  8.09e-03  2.57e-02 1.000 2.21e-04 0.000410    
## 161  -1.88e-02  2.26e-02 -1.83e-02  2.75e-02 1.001 2.51e-04 0.000668    
## 162  -4.87e-02  4.59e-02 -3.13e-02 -4.93e-02 1.001 8.10e-04 0.001571    
## 163  -2.35e-04 -2.72e-04 -1.84e-03 -3.85e-03 1.001 4.94e-06 0.000479    
## 164   2.81e-03 -2.55e-03  2.83e-03  3.32e-03 1.002 3.67e-06 0.000939    
## 165   1.51e-02 -1.18e-02  3.33e-02  4.19e-02 1.001 5.85e-04 0.001005    
## 166   1.79e-03  3.35e-03  1.77e-02  3.85e-02 0.999 4.94e-04 0.000469    
## 167  -2.23e-03  4.06e-03  1.80e-03  1.16e-02 1.001 4.47e-05 0.000379    
## 168   1.62e-02 -1.36e-02  1.24e-02  1.98e-02 1.000 1.31e-04 0.000421    
## 169   8.68e-03 -5.62e-03  1.09e-02  1.93e-02 1.000 1.24e-04 0.000317    
## 170   1.79e-02 -1.27e-02  5.49e-03  2.87e-02 0.999 2.75e-04 0.000267    
## 171  -1.84e-03  1.26e-03  2.90e-03 -6.09e-03 1.002 1.24e-05 0.001212    
## 172  -1.27e-03  2.27e-03  9.18e-04  6.32e-03 1.001 1.33e-05 0.000378    
## 173   1.30e-02 -9.53e-03  5.10e-03  1.96e-02 1.000 1.28e-04 0.000276    
## 174   1.87e-02 -1.48e-02  1.11e-02  2.48e-02 1.000 2.05e-04 0.000322    
## 175   1.04e-04  1.08e-03 -4.55e-04  5.57e-03 1.001 1.03e-05 0.000216    
## 176  -5.60e-03  1.13e-02  7.72e-03  3.67e-02 0.999 4.50e-04 0.000387    
## 177   1.80e-02 -2.11e-02  1.91e-02 -2.49e-02 1.001 2.07e-04 0.000901    
## 178  -6.92e-04  1.22e-04 -7.04e-04 -2.88e-03 1.001 2.76e-06 0.000228    
## 179   2.36e-04 -1.70e-04  8.07e-05  3.70e-04 1.001 4.55e-08 0.000270    
## 180  -1.50e-03  4.03e-03 -1.09e-02  1.62e-02 1.001 8.74e-05 0.000472    
## 181   5.04e-03 -3.30e-03  5.49e-04  9.33e-03 1.001 2.90e-05 0.000258    
## 182  -1.53e-02  1.46e-02 -7.90e-03 -1.58e-02 1.003 8.30e-05 0.002099   *
## 183   4.75e-03 -6.67e-03  7.83e-03 -1.13e-02 1.001 4.25e-05 0.000414    
## 184   5.90e-03 -3.30e-03 -1.34e-03  1.37e-02 1.000 6.25e-05 0.000260    
## 185   2.67e-03  4.35e-04  1.32e-02  2.48e-02 1.000 2.05e-04 0.000516    
## 186  -4.08e-03  2.90e-03 -1.26e-03 -6.56e-03 1.001 1.43e-05 0.000267    
## 187  -1.57e-03  7.91e-04 -1.87e-03 -4.37e-03 1.001 6.36e-06 0.000263    
## 188  -1.94e-03  5.33e-03  6.77e-03  2.28e-02 1.000 1.73e-04 0.000406    
## 189   1.73e-02 -1.64e-02  8.58e-03  1.79e-02 1.003 1.07e-04 0.002044   *
## 190   2.81e-05 -1.98e-05  3.62e-05  5.69e-05 1.001 1.08e-09 0.000360    
## 191  -3.49e-03  1.93e-03 -4.23e-03 -9.00e-03 1.001 2.70e-05 0.000275    
## 192   1.47e-03 -8.31e-05  6.34e-03  1.14e-02 1.001 4.33e-05 0.000536    
## 193  -5.19e-03 -6.56e-05 -2.34e-02 -4.27e-02 0.999 6.07e-04 0.000528    
## 194  -1.37e-02  1.87e-02 -6.76e-03  3.06e-02 1.000 3.11e-04 0.000389    
## 195  -2.71e-04  9.81e-04  1.63e-03  4.87e-03 1.001 7.90e-06 0.000417    
## 196   1.17e-04 -5.53e-04 -1.08e-03 -3.03e-03 1.001 3.07e-06 0.000424    
## 197  -4.21e-03  6.80e-03  8.94e-04  1.59e-02 1.001 8.47e-05 0.000371    
## 198   4.69e-03 -1.51e-03  1.66e-02  2.76e-02 1.000 2.53e-04 0.000580    
## 199   5.49e-03 -3.31e-03  1.50e-02  2.17e-02 1.001 1.57e-04 0.000706    
## 200  -4.16e-03  8.49e-03 -2.08e-02  2.90e-02 1.000 2.80e-04 0.000531    
## 201   9.34e-04  5.24e-04 -3.90e-03  8.20e-03 1.001 2.24e-05 0.000333    
## 202   9.06e-03 -3.27e-03  3.10e-02  5.07e-02 0.999 8.57e-04 0.000590    
## 203  -1.19e-02  1.65e-02 -5.10e-03  2.81e-02 1.000 2.63e-04 0.000383    
## 204   5.14e-02 -4.68e-02  5.20e-02  6.08e-02 0.999 1.23e-03 0.000965    
## 205   5.40e-03 -3.21e-03  1.48e-02  2.16e-02 1.001 1.56e-04 0.000700    
## 206   1.68e-03 -3.42e-03 -2.39e-03 -1.12e-02 1.001 4.20e-05 0.000388    
## 207  -3.71e-03  2.96e-03 -8.01e-03 -9.93e-03 1.002 3.29e-05 0.001060    
## 208   2.51e-03 -5.19e-03 -3.83e-03 -1.74e-02 1.001 1.01e-04 0.000389    
## 209   4.99e-04  2.60e-03  9.78e-03  2.27e-02 1.000 1.71e-04 0.000454    
## 210  -2.13e-03  4.64e-03  3.92e-03  1.64e-02 1.001 8.93e-05 0.000392    
## 211   1.09e-03 -1.40e-03  8.09e-04 -1.94e-03 1.001 1.26e-06 0.000447    
## 212   3.48e-03 -2.63e-03  7.91e-03  1.02e-02 1.001 3.46e-05 0.000933    
## 213  -7.49e-03  1.07e-02 -2.51e-03  1.92e-02 1.000 1.23e-04 0.000376    
## 214   4.31e-04  1.34e-03  5.80e-03  1.30e-02 1.001 5.67e-05 0.000461    
## 215   5.05e-03 -6.53e-03  3.64e-03 -9.18e-03 1.001 2.81e-05 0.000439    
## 216  -3.81e-03  3.15e-03 -2.73e-03 -4.74e-03 1.001 7.48e-06 0.000385    
## 217  -2.91e-03  5.14e-03  1.89e-03  1.40e-02 1.001 6.56e-05 0.000377    
## 218   5.70e-04 -1.43e-04  2.13e-03  3.63e-03 1.001 4.40e-06 0.000565    
## 219  -3.63e-03  7.08e-03  4.30e-03  2.21e-02 1.000 1.63e-04 0.000384    
## 220  -1.64e-03  2.85e-03  9.55e-04  7.62e-03 1.001 1.94e-05 0.000376    
## 221  -3.42e-02  4.02e-02 -3.62e-02  4.76e-02 1.000 7.55e-04 0.000879    
## 222   2.65e-03 -9.90e-05  1.16e-02  2.09e-02 1.001 1.46e-04 0.000533    
## 223  -2.28e-02  1.40e-02 -6.12e-02 -8.80e-02 0.995 2.58e-03 0.000716   *
## 224   8.47e-03 -6.58e-03  1.88e-02  2.37e-02 1.001 1.87e-04 0.000991    
## 225  -6.35e-03  3.92e-03  1.38e-04 -1.29e-02 1.000 5.53e-05 0.000257    
## 226  -3.36e-03 -4.18e-17  3.09e-17 -1.57e-02 1.000 8.24e-05 0.000207    
## 227   1.02e-03 -7.34e-04  1.32e-03  2.01e-03 1.001 1.34e-06 0.000379    
## 228  -4.24e-02  3.98e-02 -2.60e-02 -4.31e-02 1.001 6.19e-04 0.001473    
## 229   4.63e-03 -3.57e-03  2.40e-03  6.42e-03 1.001 1.38e-05 0.000299    
## 230   2.05e-02 -1.68e-02 -1.80e-02  4.86e-02 1.002 7.87e-04 0.001823    
## 231  -1.03e-02  6.45e-03 -1.28e-02 -2.36e-02 1.000 1.85e-04 0.000305    
## 232  -1.07e-02  1.70e-02  1.50e-03  3.88e-02 0.998 5.01e-04 0.000370    
## 233  -3.34e-03  1.60e-03 -3.92e-03 -9.59e-03 1.001 3.06e-05 0.000258    
## 234   2.17e-03  4.78e-04 -6.45e-03  1.47e-02 1.001 7.16e-05 0.000319    
## 235   9.32e-04  3.55e-04  5.19e-03  1.01e-02 1.001 3.40e-05 0.000503    
## 236   9.99e-04  7.96e-04  6.77e-03  1.38e-02 1.001 6.33e-05 0.000487    
## 237   9.80e-03 -1.18e-02  9.45e-03 -1.45e-02 1.001 6.99e-05 0.000644    
## 238  -6.66e-03  1.07e-02  1.13e-03  2.46e-02 1.000 2.01e-04 0.000371    
## 239   5.61e-03 -2.98e-03  1.64e-02  2.48e-02 1.001 2.06e-04 0.000658    
## 240  -2.16e-03  6.61e-03 -1.85e-02  2.81e-02 1.000 2.63e-04 0.000457    
## 241   8.12e-04  4.77e-06  3.64e-03  6.64e-03 1.001 1.47e-05 0.000529    
## 242   4.35e-04  1.54e-03  6.39e-03  1.45e-02 1.001 7.02e-05 0.000459    
## 243   8.81e-03 -6.35e-03  3.01e-03  1.38e-02 1.000 6.38e-05 0.000270    
## 244  -7.85e-05  4.95e-03 -1.73e-02  2.91e-02 1.000 2.83e-04 0.000396    
## 245   9.03e-03 -7.71e-03  1.23e-02  1.46e-02 1.001 7.07e-05 0.000757    
## 246  -3.08e-02  2.61e-02  5.25e-03 -4.84e-02 1.000 7.81e-04 0.000948    
## 247   1.71e-02 -2.17e-02  1.37e-02 -2.90e-02 1.000 2.80e-04 0.000476    
## 248   1.52e-02 -1.12e-02  6.13e-03  2.29e-02 1.000 1.74e-04 0.000277    
## 249   2.46e-02 -2.37e-02  2.07e-02  2.53e-02 1.003 2.13e-04 0.002844   *
## 250   2.30e-03 -2.11e-03  9.45e-04  2.50e-03 1.002 2.08e-06 0.001093    
## 251  -8.20e-03  1.17e-02 -2.60e-03  2.13e-02 1.000 1.52e-04 0.000376    
## 252  -2.60e-03  1.00e-03 -8.72e-03 -1.41e-02 1.001 6.66e-05 0.000597    
## 253  -2.39e-03  5.25e-04 -9.17e-03 -1.58e-02 1.001 8.30e-05 0.000559    
## 254  -1.22e-02  6.33e-03 -3.61e-02 -5.49e-02 0.998 1.00e-03 0.000651    
## 255  -2.18e-03 -1.14e-03  8.81e-03 -1.86e-02 1.000 1.16e-04 0.000331    
## 256  -6.85e-04  4.59e-04 -1.14e-04 -1.22e-03 1.001 4.95e-07 0.000260    
## 257  -9.52e-04  2.86e-03 -8.00e-03  1.21e-02 1.001 4.87e-05 0.000458    
## 258  -5.79e-04  1.14e-04  8.70e-04 -2.51e-03 1.001 2.09e-06 0.000293    
## 259   3.08e-05 -3.72e-05  2.97e-05 -4.56e-05 1.001 6.92e-10 0.000642    
## 260  -4.21e-03  9.02e-03 -2.25e-02  3.18e-02 1.000 3.37e-04 0.000517    
## 261  -2.48e-03  9.93e-03 -2.96e-02  4.62e-02 0.998 7.11e-04 0.000435   *
## 262   4.16e-03 -7.13e-04 -6.62e-03  1.86e-02 1.000 1.15e-04 0.000295    
## 263   1.73e-04 -2.80e-05 -2.81e-04  7.84e-04 1.001 2.05e-07 0.000296    
## 264   2.19e-03 -6.03e-03 -7.67e-03 -2.57e-02 1.000 2.21e-04 0.000406    
## 265   2.37e-03 -3.35e-03  8.64e-04 -5.93e-03 1.001 1.17e-05 0.000378    
## 266  -1.15e-02  5.83e-03  4.85e-03 -3.01e-02 0.999 3.02e-04 0.000264    
## 267   1.86e-03 -5.08e-03  1.38e-02 -2.06e-02 1.001 1.41e-04 0.000470    
## 268   5.25e-03 -2.82e-03  6.31e-03  1.38e-02 1.000 6.37e-05 0.000271    
## 269  -1.66e-02  2.28e-02 -2.70e-02  3.75e-02 0.999 4.70e-04 0.000446    
## 270   1.11e-02 -4.97e-03 -6.81e-03  3.22e-02 0.999 3.45e-04 0.000269    
## 271   2.34e-03 -2.82e-03  2.25e-03 -3.45e-03 1.001 3.98e-06 0.000644    
## 272   1.38e-02 -1.65e-02  1.37e-02 -1.99e-02 1.001 1.33e-04 0.000704    
## 273  -9.00e-04 -2.15e-03  2.67e-04 -1.44e-02 1.000 6.95e-05 0.000215    
## 274   1.30e-02 -1.59e-02  1.18e-02 -1.99e-02 1.001 1.33e-04 0.000570    
## 275   1.36e-02 -1.63e-02  1.36e-02 -1.97e-02 1.001 1.29e-04 0.000713    
## 276  -1.61e-02  2.24e-02 -7.10e-03  3.77e-02 0.999 4.75e-04 0.000384    
## 277   2.12e-02 -1.79e-02  2.89e-02  3.46e-02 1.000 4.00e-04 0.000705    
## 278  -4.99e-04  1.20e-04 -1.88e-03 -3.22e-03 1.001 3.45e-06 0.000562    
## 279  -1.64e-06 -3.12e-07 -8.25e-06 -1.56e-05 1.001 8.10e-11 0.000514    
## 280  -4.24e-03  6.64e-03  3.16e-04  1.47e-02 1.001 7.20e-05 0.000370    
## 281   8.31e-03 -6.23e-03  3.69e-03  1.21e-02 1.001 4.90e-05 0.000284    
## 282   1.31e-02 -1.23e-02  2.58e-03  1.58e-02 1.003 8.28e-05 0.002473   *
## 283  -1.05e-03  8.30e-03  1.94e-02  5.10e-02 0.997 8.68e-04 0.000432   *
## 284  -2.07e-04  1.50e-04 -2.69e-04 -4.06e-04 1.001 5.49e-08 0.000382    
## 285  -2.34e-03  1.84e-03  1.69e-03 -5.18e-03 1.002 8.96e-06 0.001048    
## 286   3.62e-03 -5.83e-03 -7.11e-04 -1.36e-02 1.001 6.15e-05 0.000371    
## 287   5.07e-03 -9.57e-04 -7.76e-03  2.22e-02 1.000 1.64e-04 0.000293    
## 288  -1.02e-02  1.29e-02 -8.00e-03  1.74e-02 1.001 1.01e-04 0.000470    
## 289  -3.83e-03  4.57e-03 -5.90e-03  6.53e-03 1.002 1.42e-05 0.001170    
## 290  -2.64e-03  3.27e-03 -2.33e-03  4.16e-03 1.001 5.77e-06 0.000538    
## 291  -1.13e-02  9.13e-03 -2.42e-02 -2.98e-02 1.001 2.96e-04 0.001092    
## 292   2.28e-02 -1.90e-02  1.70e-02  2.81e-02 1.000 2.63e-04 0.000405    
## 293  -4.54e-03  7.41e-03  1.20e-03  1.77e-02 1.000 1.05e-04 0.000372    
## 294  -9.31e-03  1.32e-02 -3.18e-03  2.37e-02 1.000 1.88e-04 0.000377    
## 295  -1.26e-02  1.70e-02 -6.92e-03  2.68e-02 1.000 2.39e-04 0.000396    
## 296  -2.25e-04  5.52e-04  5.94e-04  2.17e-03 1.001 1.57e-06 0.000400    
## 297  -3.74e-02  3.46e-02 -1.82e-02 -3.93e-02 1.001 5.16e-04 0.001191    
## 298  -7.36e-03  1.28e-02  4.19e-03  3.40e-02 0.999 3.86e-04 0.000376    
## 299   4.97e-03 -6.58e-03  3.12e-03 -9.84e-03 1.001 3.23e-05 0.000411    
## 300  -3.00e-04  4.19e-04 -8.19e-04  9.71e-04 1.002 3.15e-07 0.000891    
## 301  -8.30e-04  1.28e-03 -1.02e-05  2.72e-03 1.001 2.46e-06 0.000370    
## 302  -2.51e-02  2.27e-02 -7.30e-03 -2.91e-02 1.001 2.82e-04 0.000999    
## 303  -1.85e-02  2.26e-02 -2.87e-02  3.28e-02 1.001 3.59e-04 0.000910    
## 304  -2.54e-03  7.32e-03 -2.02e-02  3.03e-02 1.000 3.06e-04 0.000463    
## 305   6.56e-03 -9.28e-03  1.08e-02 -1.59e-02 1.001 8.38e-05 0.000403    
## 306  -3.60e-03  6.35e-03  2.34e-03  1.73e-02 1.001 9.99e-05 0.000377    
## 307   1.79e-03  1.03e-03 -7.55e-03  1.58e-02 1.000 8.35e-05 0.000333    
## 308   2.99e-03 -1.85e-03 -7.05e-05  6.08e-03 1.001 1.23e-05 0.000257    
## 309   7.84e-03 -1.07e-02  1.28e-02 -1.77e-02 1.001 1.04e-04 0.000449    
## 310   4.36e-03 -7.08e-03 -1.05e-03 -1.68e-02 1.001 9.41e-05 0.000371    
## 311   2.74e-02 -2.28e-02 -8.87e-03  4.77e-02 1.000 7.58e-04 0.000970    
## 312  -1.04e-02  9.77e-03 -6.39e-03 -1.06e-02 1.002 3.72e-05 0.001478   *
## 313   2.13e-03 -3.90e-03 -1.79e-03 -1.12e-02 1.001 4.20e-05 0.000380    
## 314  -1.60e-02  1.98e-02 -3.48e-02  3.82e-02 1.002 4.87e-04 0.001507    
## 315   2.88e-03 -1.83e-03  7.54e-03  1.07e-02 1.001 3.80e-05 0.000738    
## 316   1.47e-02 -1.97e-02  8.60e-03 -3.03e-02 1.000 3.06e-04 0.000402    
## 317   8.07e-03 -9.54e-03  8.41e-03 -1.14e-02 1.001 4.30e-05 0.000820    
## 318   1.61e-02 -2.10e-02  1.11e-02 -3.03e-02 1.000 3.05e-04 0.000428    
## 319  -4.27e-03  2.53e-03  4.51e-04 -9.16e-03 1.001 2.80e-05 0.000258    
## 320  -1.10e-02  1.28e-02 -1.21e-02  1.51e-02 1.002 7.61e-05 0.001024    
## 321   8.99e-03 -1.39e-02 -2.05e-04 -3.01e-02 0.999 3.02e-04 0.000370    
## 322   1.50e-02 -1.43e-02  5.76e-03  1.62e-02 1.003 8.80e-05 0.002753   *
## 323   5.05e-03 -6.64e-03  3.30e-03 -9.78e-03 1.001 3.19e-05 0.000417    
## 324   5.91e-03 -5.05e-03 -6.94e-04  8.95e-03 1.002 2.67e-05 0.000942    
## 325  -7.72e-04  7.00e-04 -2.55e-04 -8.74e-04 1.002 2.55e-07 0.001023    
## 326   5.35e-03 -7.23e-03  8.66e-03 -1.17e-02 1.001 4.55e-05 0.000477    
## 327  -7.55e-03  8.59e-03 -8.83e-03  1.01e-02 1.002 3.41e-05 0.001549   *
## 328   5.54e-03 -5.01e-03 -1.28e-03  8.91e-03 1.003 2.64e-05 0.002458   *
## 329  -1.38e-02  1.73e-02 -2.17e-02  2.57e-02 1.001 2.20e-04 0.000754    
## 330   7.36e-03 -6.19e-03 -1.69e-03  1.20e-02 1.001 4.82e-05 0.000955    
## 331   4.24e-02 -3.95e-02  1.38e-02  4.73e-02 1.002 7.46e-04 0.001720    
## 332   2.70e-03 -7.16e-04 -3.41e-03  1.06e-02 1.001 3.76e-05 0.000287    
## 333   1.50e-03 -1.26e-03 -3.81e-04  2.50e-03 1.002 2.08e-06 0.000959    
## 334  -2.32e-02  2.14e-02 -8.03e-04 -3.11e-02 1.003 3.21e-04 0.002409   *
## 335  -1.18e-03  1.04e-03 -1.05e-03 -1.40e-03 1.001 6.49e-07 0.000600    
## 336   4.97e-04 -3.40e-03  1.09e-02 -1.77e-02 1.001 1.04e-04 0.000415    
## 337   7.22e-03 -5.46e-03 -6.92e-03  1.81e-02 1.002 1.09e-04 0.001097    
## 338  -3.04e-02  2.45e-02 -1.95e-02 -3.92e-02 0.998 5.12e-04 0.000343    
## 339  -8.11e-04 -1.01e-17  7.46e-18 -3.80e-03 1.001 4.81e-06 0.000207    
## 340   2.64e-03 -2.14e-03 -1.27e-03  5.07e-03 1.002 8.58e-06 0.000999    
## 341  -1.03e-04 -8.70e-04  3.29e-03 -5.76e-03 1.001 1.10e-05 0.000383    
## 342  -2.04e-04 -3.39e-04  1.64e-03 -3.13e-03 1.001 3.26e-06 0.000356    
## 343   4.00e-02 -3.78e-02  1.84e-02  4.20e-02 1.002 5.87e-04 0.001946   *
## 344   2.82e-03 -3.85e-03  1.44e-03 -6.22e-03 1.001 1.29e-05 0.000391    
## 345   1.54e-02 -1.11e-02  3.66e-02  4.85e-02 1.000 7.83e-04 0.000857    
## 346  -5.98e-04  3.01e-03  6.06e-03  1.68e-02 1.001 9.41e-05 0.000425    
## 347  -1.66e-03  4.87e-03  6.69e-03  2.17e-02 1.000 1.57e-04 0.000409    
## 348  -1.23e-02  1.60e-02 -8.66e-03  2.27e-02 1.000 1.72e-04 0.000433    
## 349  -9.53e-03  1.29e-02 -5.18e-03  2.04e-02 1.000 1.39e-04 0.000395    
## 350  -5.07e-03  7.88e-03  1.67e-04  1.71e-02 1.000 9.77e-05 0.000370    
## 351  -1.31e-02  1.01e-02 -2.93e-02 -3.73e-02 1.001 4.63e-04 0.000971    
## 352  -1.66e-03  1.44e-04 -6.98e-03 -1.25e-02 1.001 5.17e-05 0.000539    
## 353   6.47e-05  1.01e-03  3.22e-03  7.78e-03 1.001 2.02e-05 0.000447    
## 354   8.53e-05 -2.77e-03 -7.65e-03 -1.92e-02 1.001 1.23e-04 0.000440    
## 355  -8.61e-03  1.44e-02  3.19e-03  3.58e-02 0.999 4.26e-04 0.000373    
## 356  -1.79e-02  1.44e-02 -2.40e-02 -3.11e-02 1.000 3.23e-04 0.000529    
## 357  -5.12e-04  8.58e-04  1.99e-04  2.15e-03 1.001 1.54e-06 0.000373    
## 358  -7.38e-03  1.24e-02  3.06e-03  3.14e-02 0.999 3.29e-04 0.000373    
## 359  -3.24e-02  3.87e-02 -3.27e-02  4.65e-02 1.000 7.21e-04 0.000731    
## 360   1.09e-03 -1.93e-03 -7.25e-04 -5.29e-03 1.001 9.35e-06 0.000377    
## 361   4.06e-03  1.79e-03  2.33e-02  4.57e-02 0.999 6.96e-04 0.000500    
## 362  -2.70e-03  3.67e-03 -1.45e-03  5.83e-03 1.001 1.13e-05 0.000394    
## 363   7.95e-03 -5.30e-03  1.21e-03  1.43e-02 1.000 6.79e-05 0.000259    
## 364  -5.79e-04  3.35e-03 -2.26e-03  1.31e-02 1.000 5.70e-05 0.000221    
## 365   7.32e-03 -5.04e-03  1.81e-02  2.47e-02 1.001 2.03e-04 0.000801    
## 366   9.38e-03 -1.73e-02 -8.17e-03 -5.01e-02 0.997 8.35e-04 0.000380   *
## 367   2.95e-03 -5.65e-03  1.34e-02 -1.83e-02 1.001 1.12e-04 0.000555    
## 368  -6.48e-03  8.07e-03 -5.56e-03  1.04e-02 1.001 3.62e-05 0.000517    
## 369   2.55e-02 -3.42e-02  1.50e-02 -5.26e-02 0.997 9.20e-04 0.000403   *
## 370   1.65e-02 -2.03e-02  1.48e-02 -2.57e-02 1.000 2.20e-04 0.000553    
## 371  -2.67e-03  3.35e-03 -5.96e-03  6.60e-03 1.002 1.45e-05 0.001397   *
## 372  -2.24e-03 -3.10e-04  6.02e-03 -1.41e-02 1.001 6.61e-05 0.000315    
## 373  -1.21e-04  8.26e-04 -5.36e-04  3.32e-03 1.001 3.67e-06 0.000220    
## 374   1.16e-02 -1.38e-02  1.17e-02 -1.66e-02 1.001 9.21e-05 0.000732    
## 375   4.22e-03 -7.58e-03  7.80e-03 -1.69e-02 1.000 9.50e-05 0.000273    
## 376   1.75e-03 -5.47e-03  1.54e-02 -2.35e-02 1.000 1.83e-04 0.000454    
## 377   2.98e-02 -3.88e-02  2.08e-02 -5.56e-02 0.997 1.03e-03 0.000430   *
## 378   7.48e-03 -5.69e-03  3.60e-03  1.07e-02 1.001 3.78e-05 0.000290    
## 379  -4.00e-04  5.31e-04 -9.92e-04  1.14e-03 1.002 4.32e-07 0.001066    
## 380  -1.11e-02  8.77e-03  7.31e-03 -2.37e-02 1.001 1.87e-04 0.001035    
## 381   1.64e-02 -2.31e-02  6.24e-03 -4.05e-02 0.998 5.46e-04 0.000379    
## 382  -1.78e-03  5.09e-03 -1.40e-02  2.10e-02 1.000 1.48e-04 0.000464    
## 383   3.70e-03 -6.50e-03  1.48e-02 -1.96e-02 1.001 1.28e-04 0.000598    
## 384  -4.78e-03  3.95e-03 -3.40e-03 -5.97e-03 1.001 1.19e-05 0.000382    
## 385   6.44e-03 -8.95e-03  1.06e-02 -1.50e-02 1.001 7.48e-05 0.000427    
## 386   9.96e-03 -1.33e-02  1.61e-02 -2.12e-02 1.001 1.50e-04 0.000505    
## 387  -8.61e-05  1.09e-04 -1.96e-04  2.18e-04 1.002 1.58e-08 0.001329   *
## 388  -4.12e-04 -1.15e-03  2.09e-04 -7.40e-03 1.001 1.83e-05 0.000215    
## 389  -2.67e-03  3.23e-03 -2.55e-03  3.97e-03 1.001 5.25e-06 0.000628    
## 390  -3.61e-03  7.17e-04  5.41e-03 -1.56e-02 1.000 8.10e-05 0.000293    
## 391  -6.67e-03  2.86e-03  4.57e-03 -2.01e-02 1.000 1.35e-04 0.000271    
## 392  -1.84e-02  1.52e-02 -1.30e-02 -2.31e-02 1.000 1.78e-04 0.000376    
## 393   1.32e-02 -1.50e-02  2.00e-02 -2.09e-02 1.003 1.46e-04 0.002443   *
## 394  -3.31e-03  2.29e-03 -8.13e-04 -5.56e-03 1.001 1.03e-05 0.000263    
## 395  -5.67e-03  1.56e-03  6.97e-03 -2.20e-02 1.000 1.62e-04 0.000286    
## 396   5.04e-02 -5.74e-02  5.90e-02 -6.76e-02 1.000 1.52e-03 0.001552    
## 397   6.70e-03 -9.65e-03  1.12e-02 -1.68e-02 1.001 9.46e-05 0.000382    
## 398   1.37e-03 -2.99e-03  2.80e-03 -7.88e-03 1.001 2.07e-05 0.000246    
## 399  -6.17e-04  2.29e-03 -6.70e-03  1.04e-02 1.001 3.60e-05 0.000441    
## 400   6.36e-03 -7.57e-03  6.49e-03 -9.06e-03 1.001 2.74e-05 0.000759    
## 401   6.40e-03 -7.87e-03  5.79e-03 -9.91e-03 1.001 3.28e-05 0.000561    
## 402  -6.75e-03  1.21e-02  4.96e-03  3.39e-02 0.999 3.82e-04 0.000378    
## 403   1.97e-04  1.68e-04  1.36e-03  2.79e-03 1.001 2.60e-06 0.000486    
## 404  -1.48e-06  1.62e-05  4.03e-05  1.04e-04 1.001 3.61e-09 0.000435    
## 405  -1.87e-06  1.15e-04  3.25e-04  8.09e-04 1.001 2.18e-07 0.000441    
## 406   7.12e-02 -6.53e-02 -4.87e-03  1.02e-01 1.000 3.49e-03 0.002413   *
## 407   6.22e-03 -4.68e-03  8.16e-03  1.16e-02 1.001 4.52e-05 0.000422    
## 408  -2.20e-03 -2.74e-17  2.03e-17 -1.03e-02 1.001 3.55e-05 0.000207    
## 409   4.18e-04 -3.96e-03 -9.60e-03 -2.50e-02 1.000 2.08e-04 0.000434    
## 410  -3.70e-04 -1.73e-03  5.46e-04 -9.93e-03 1.001 3.29e-05 0.000215    
## 411   7.99e-04  2.49e-03  1.08e-02  2.43e-02 1.000 1.96e-04 0.000461    
## 412  -1.35e-03  3.12e-04 -5.11e-03 -8.76e-03 1.001 2.56e-05 0.000561    
## 413   4.75e-03 -1.40e-04 -9.95e-03  2.52e-02 1.000 2.11e-04 0.000305    
## 414   2.90e-03 -4.09e-03  1.11e-03 -7.15e-03 1.001 1.70e-05 0.000379    
## 415   3.03e-02 -2.76e-02  1.17e-02  3.32e-02 1.001 3.68e-04 0.001070    
## 416  -1.86e-03  3.46e-03 -8.11e-03  1.10e-02 1.001 4.01e-05 0.000567    
## 417   1.19e-03 -1.88e-03 -1.27e-04 -4.22e-03 1.001 5.93e-06 0.000370    
## 418  -2.07e-03  3.78e-03  1.72e-03  1.09e-02 1.001 3.93e-05 0.000379    
## 419  -1.93e-02  1.79e-02 -2.08e-02 -2.31e-02 1.002 1.78e-04 0.001335    
## 420   1.69e-02 -1.16e-02  3.70e-03  2.89e-02 0.999 2.79e-04 0.000262    
## 421   1.60e-05  1.71e-03 -8.60e-04  8.11e-03 1.001 2.19e-05 0.000217    
## 422   3.67e-03 -2.82e-03  8.21e-03  1.04e-02 1.002 3.64e-05 0.000968    
## 423  -1.50e-02  2.18e-02 -3.82e-03  4.10e-02 0.998 5.59e-04 0.000373    
## 424  -1.67e-02  1.42e-02 -1.33e-02 -2.02e-02 1.001 1.36e-04 0.000454    
## 425   3.95e-04  9.43e-05  2.04e-03  3.88e-03 1.001 5.02e-06 0.000511    
## 426   3.72e-02 -4.40e-02  3.85e-02 -5.24e-02 0.999 9.16e-04 0.000802    
## 427   3.51e-03 -5.08e-04 -5.93e-03  1.63e-02 1.000 8.83e-05 0.000297    
## 428   7.42e-03 -5.49e-03  1.72e-02  2.24e-02 1.001 1.68e-04 0.000896    
## 429   5.99e-04 -8.08e-04  3.33e-04 -1.27e-03 1.001 5.35e-07 0.000397    
## 430  -5.55e-03  7.48e-03 -3.10e-03  1.17e-02 1.001 4.57e-05 0.000398    
## 431  -4.08e-03  7.99e-03  4.92e-03  2.51e-02 1.000 2.10e-04 0.000385    
## 432   5.75e-03 -2.95e-03  1.72e-02  2.62e-02 1.001 2.29e-04 0.000647    
## 433   5.03e-05 -3.97e-04  1.29e-03 -2.11e-03 1.001 1.48e-06 0.000412    
## 434   1.90e-04 -1.64e-03 -3.89e-03 -1.02e-02 1.001 3.47e-05 0.000433    
## 435   9.30e-05 -1.71e-04 -7.97e-05 -4.94e-04 1.001 8.13e-08 0.000380    
## 436  -1.56e-02  1.27e-02 -3.26e-02 -3.96e-02 1.001 5.23e-04 0.001155    
## 437  -1.57e-02  1.93e-02 -1.43e-02  2.42e-02 1.001 1.96e-04 0.000568    
## 438   3.83e-03 -1.13e-03 -4.42e-03  1.44e-02 1.000 6.91e-05 0.000284    
## 439   6.18e-03 -7.35e-03  6.30e-03 -8.80e-03 1.001 2.58e-05 0.000759    
## 440   1.32e-02 -1.07e-02  8.77e-03  1.69e-02 1.000 9.53e-05 0.000352    
## 441   9.07e-03 -6.16e-03  1.16e-02  1.91e-02 1.000 1.22e-04 0.000339    
## 442   9.44e-03 -1.22e-02  6.80e-03 -1.72e-02 1.001 9.83e-05 0.000439    
## 443  -1.68e-02  2.08e-02 -1.48e-02  2.65e-02 1.000 2.35e-04 0.000536    
## 444   3.30e-04 -8.49e-04 -9.87e-04 -3.46e-03 1.001 4.00e-06 0.000403    
## 445  -7.94e-03  6.60e-03 -5.81e-03 -9.82e-03 1.001 3.22e-05 0.000396    
## 446   2.12e-03 -4.44e-03 -3.39e-03 -1.51e-02 1.001 7.56e-05 0.000390    
## 447   2.28e-03 -3.25e-03  7.42e-04 -5.88e-03 1.001 1.15e-05 0.000376    
## 448   4.26e-03 -3.83e-03 -1.60e-04  6.02e-03 1.002 1.21e-05 0.001574   *
## 449   2.53e-04  2.55e-05  2.21e-04  1.37e-03 1.001 6.22e-07 0.000220    
## 450   7.04e-04 -5.11e-04  2.53e-04  1.09e-03 1.001 3.96e-07 0.000272    
## 451   4.93e-02 -4.52e-02 -4.37e-03  7.20e-02 1.002 1.73e-03 0.002416   *
## 452   1.53e-02 -1.13e-02  5.98e-03  2.33e-02 1.000 1.80e-04 0.000276    
## 453  -2.09e-02  1.72e-02 -1.47e-02 -2.62e-02 1.000 2.29e-04 0.000376    
## 454  -3.89e-04  7.59e-05 -1.52e-03 -2.63e-03 1.001 2.31e-06 0.000555    
## 455  -1.02e-02  1.20e-02 -1.07e-02  1.42e-02 1.001 6.72e-05 0.000858    
## 456   2.41e-04 -2.99e-03  1.00e-02 -1.66e-02 1.001 9.16e-05 0.000405    
## 457  -2.55e-02  2.40e-02 -1.09e-02 -2.71e-02 1.002 2.44e-04 0.001877   *
## 458   6.34e-03 -5.41e-03  5.14e-03  7.63e-03 1.001 1.94e-05 0.000472    
## 459   9.72e-03 -1.48e-02  3.07e-02 -3.82e-02 1.000 4.85e-04 0.000731    
## 460  -7.22e-04  1.26e-03 -1.32e-03  2.75e-03 1.001 2.51e-06 0.000279    
## 461   1.52e-02 -1.34e-02  1.40e-02  1.79e-02 1.001 1.07e-04 0.000659    
## 462  -1.71e-02  1.39e-02 -3.59e-02 -4.36e-02 1.001 6.34e-04 0.001143    
## 463  -6.14e-03  9.87e-03  1.17e-03  2.29e-02 1.000 1.75e-04 0.000371    
## 464  -2.00e-03  4.61e-03 -4.21e-03  1.26e-02 1.000 5.28e-05 0.000242    
## 465  -3.75e-03  4.69e-03 -3.18e-03  6.09e-03 1.001 1.24e-05 0.000509    
## 466  -1.93e-04  4.26e-03  1.15e-02  2.90e-02 1.000 2.80e-04 0.000439    
## 467   9.84e-03 -1.30e-02  6.42e-03 -1.91e-02 1.000 1.21e-04 0.000417    
## 468  -1.75e-03  9.73e-05  3.51e-03 -9.02e-03 1.001 2.71e-05 0.000303    
## 469  -4.21e-03 -5.24e-17  3.88e-17 -1.97e-02 1.000 1.30e-04 0.000207    
## 470  -9.91e-03  1.39e-02 -1.63e-02  2.35e-02 1.000 1.84e-04 0.000415    
## 471  -1.24e-01  1.20e-01 -6.86e-02 -1.26e-01 1.001 5.31e-03 0.003414   *
## 472  -6.82e-04  4.78e-04 -1.84e-04 -1.13e-03 1.001 4.23e-07 0.000264    
## 473  -6.56e-03  5.50e-03  1.72e-03 -1.10e-02 1.002 4.00e-05 0.000960    
## 474   4.45e-03 -5.65e-03  3.52e-03 -7.60e-03 1.001 1.92e-05 0.000471    
## 475   1.04e-03  3.27e-04 -3.44e-03  7.61e-03 1.001 1.93e-05 0.000323    
## 476  -2.84e-03  2.60e-03 -1.13e-03 -3.11e-03 1.002 3.22e-06 0.001079    
## 477   7.61e-02 -6.99e-02 -4.29e-03  1.09e-01 1.000 3.93e-03 0.002411   *
## 478  -1.59e-03  2.79e-03  1.01e-03  7.59e-03 1.001 1.92e-05 0.000377    
## 479  -6.86e-05  8.73e-05 -5.33e-05  1.18e-04 1.001 4.67e-09 0.000464    
## 480   1.84e-02 -2.33e-02  1.47e-02 -3.12e-02 1.000 3.25e-04 0.000475    
## 481  -4.26e-03  3.14e-03 -1.73e-03 -6.38e-03 1.001 1.36e-05 0.000278    
## 482   4.13e-03 -2.43e-03 -5.27e-04  9.00e-03 1.001 2.70e-05 0.000258    
## 483  -5.19e-03  3.56e-03 -1.13e-03 -8.90e-03 1.001 2.64e-05 0.000262    
## 484  -5.85e-03  1.71e-03  6.84e-03 -2.21e-02 1.000 1.63e-04 0.000285    
## 485   1.37e-02 -1.88e-02  6.80e-03 -3.07e-02 1.000 3.15e-04 0.000389    
## 486   3.00e-02 -3.75e-02  2.52e-02 -4.90e-02 0.998 7.99e-04 0.000503    
## 487   1.10e-02 -1.32e-02  1.09e-02 -1.59e-02 1.001 8.44e-05 0.000692    
## 488  -8.45e-03  1.47e-02 -1.54e-02  3.19e-02 0.999 3.38e-04 0.000280    
## 489  -1.25e-02  5.61e-03  7.72e-03 -3.64e-02 0.998 4.41e-04 0.000270   *
## 490  -2.76e-03  1.70e-03 -3.43e-03 -6.46e-03 1.001 1.39e-05 0.000299    
## 491   3.87e-05 -5.03e-05  2.69e-05 -7.20e-05 1.001 1.73e-09 0.000430    
## 492   6.19e-03 -7.88e-03  1.41e-02 -1.58e-02 1.002 8.31e-05 0.001309    
## 493   1.94e-04  1.40e-03 -5.37e-03  9.42e-03 1.001 2.96e-05 0.000381    
## 494  -1.27e-03  1.02e-03 -7.97e-04 -1.65e-03 1.001 9.12e-07 0.000335    
## 495  -4.32e-03 -5.37e-17  3.97e-17 -2.02e-02 1.000 1.36e-04 0.000207    
## 496   4.44e-04 -8.20e-06  4.16e-04  2.16e-03 1.001 1.55e-06 0.000223    
## 497   8.99e-03 -1.13e-02  7.46e-03 -1.48e-02 1.001 7.31e-05 0.000496    
## 498   4.91e-03 -4.06e-03 -1.68e-03  8.64e-03 1.002 2.49e-05 0.000973    
## 499  -9.83e-03  8.35e-03  1.57e-03 -1.53e-02 1.001 7.84e-05 0.000946    
## 500   2.20e-02 -1.82e-02  1.60e-02  2.72e-02 1.000 2.47e-04 0.000394    
## 501  -7.26e-03  8.87e-03 -6.71e-03  1.11e-02 1.001 4.07e-05 0.000585    
## 502  -2.05e-02  2.34e-02 -2.38e-02  2.75e-02 1.002 2.52e-04 0.001483    
## 503  -3.27e-02  2.94e-02 -9.12e-03 -3.81e-02 1.001 4.83e-04 0.000993    
## 504   2.67e-03 -3.86e-03  7.46e-04 -7.17e-03 1.001 1.71e-05 0.000374    
## 505  -9.60e-03  6.12e-03 -1.20e-02 -2.16e-02 1.000 1.56e-04 0.000311    
## 506  -1.17e-02  1.45e-02 -1.01e-02  1.86e-02 1.001 1.16e-04 0.000526    
## 507  -6.42e-03  8.43e-03 -1.56e-02  1.78e-02 1.002 1.05e-04 0.001121    
## 508  -8.24e-03  9.93e-03 -8.04e-03  1.21e-02 1.001 4.87e-05 0.000663    
## 509  -8.12e-03  1.02e-02 -6.78e-03  1.33e-02 1.001 5.92e-05 0.000499    
## 510   8.88e-04 -1.22e-03  4.29e-04 -2.01e-03 1.001 1.34e-06 0.000388    
## 511  -2.38e-03  3.22e-03 -1.31e-03  5.06e-03 1.001 8.55e-06 0.000397    
## 512  -2.66e-03  5.22e-03 -1.25e-02  1.73e-02 1.001 9.94e-05 0.000545    
## 513   5.81e-03  1.08e-03 -1.66e-02  3.81e-02 0.998 4.83e-04 0.000317   *
## 514   6.11e-03 -2.05e-03 -2.80e-02  4.51e-02 1.001 6.78e-04 0.001523    
## 515   3.58e-03 -6.10e-03  1.36e-02 -1.79e-02 1.001 1.06e-04 0.000617    
## 516   5.20e-03 -3.67e-03  1.49e-03  8.49e-03 1.001 2.40e-05 0.000266    
## 517  -6.67e-03  5.44e-03 -4.51e-03 -8.45e-03 1.001 2.38e-05 0.000360    
## 518  -5.63e-04  2.24e-03 -6.67e-03  1.04e-02 1.001 3.62e-05 0.000436    
## 519   4.06e-03 -5.58e-03  1.07e-02 -1.26e-02 1.001 5.29e-05 0.000941    
## 520   3.52e-03 -7.72e-03  1.95e-02 -2.77e-02 1.000 2.55e-04 0.000510    
## 521   9.89e-03 -1.43e-02  2.86e-03 -2.63e-02 1.000 2.31e-04 0.000374    
## 522  -3.73e-03 -4.64e-17  3.43e-17 -1.75e-02 1.000 1.02e-04 0.000207    
## 523   3.54e-03 -4.83e-03  1.82e-03 -7.78e-03 1.001 2.02e-05 0.000391    
## 524   2.66e-03  2.14e-03 -1.34e-02  2.72e-02 1.000 2.47e-04 0.000340    
## 525   2.55e-03 -3.73e-03  5.57e-04 -7.17e-03 1.001 1.71e-05 0.000372    
## 526   5.12e-03 -7.66e-03  1.58e-02 -1.94e-02 1.001 1.26e-04 0.000753    
## 527   1.16e-02 -9.30e-03  7.32e-03  1.50e-02 1.001 7.53e-05 0.000337    
## 528   2.04e-03 -4.56e-03  4.23e-03 -1.22e-02 1.000 4.96e-05 0.000244    
## 529  -6.74e-04 -1.76e-03  2.77e-04 -1.15e-02 1.000 4.42e-05 0.000215    
## 530   1.86e-03 -2.72e-03  5.52e-03 -6.73e-03 1.001 1.51e-05 0.000787    
## 531   9.70e-04  4.17e-03 -1.68e-02  3.01e-02 0.999 3.03e-04 0.000374    
## 532  -5.34e-03  3.66e-03 -6.83e-03 -1.12e-02 1.001 4.16e-05 0.000343    
## 533  -1.92e-02  1.52e-02 -1.13e-02 -2.54e-02 1.000 2.16e-04 0.000321    
## 534   5.17e-03 -3.83e-03  2.11e-03  7.75e-03 1.001 2.00e-05 0.000278    
## 535  -2.17e-03  2.83e-03 -3.46e-03  4.41e-03 1.001 6.49e-06 0.000559    
## 536  -5.13e-02  4.78e-02 -2.80e-02 -5.30e-02 1.001 9.35e-04 0.001298    
## 537  -1.80e-04 -1.61e-03  6.06e-03 -1.06e-02 1.001 3.72e-05 0.000383    
## 538   2.38e-03 -4.31e-03  9.99e-03 -1.34e-02 1.001 5.98e-05 0.000579    
## 539   9.26e-03 -1.22e-02  6.03e-03 -1.80e-02 1.001 1.08e-04 0.000417    
## 540  -5.42e-03  1.07e-03  8.15e-03 -2.35e-02 1.000 1.83e-04 0.000293    
## 541   4.04e-03 -7.55e-03 -3.82e-03 -2.23e-02 1.000 1.66e-04 0.000381    
## 542  -3.09e-04  5.30e-04 -5.59e-04  1.13e-03 1.001 4.24e-07 0.000284    
## 543  -3.86e-03  2.94e-03 -1.88e-03 -5.47e-03 1.001 9.97e-06 0.000292    
## 544  -8.34e-03  5.58e-03 -1.34e-03 -1.49e-02 1.000 7.39e-05 0.000259    
## 545  -7.31e-03  9.20e-03 -1.15e-02  1.38e-02 1.001 6.31e-05 0.000713    
## 546   1.03e-02 -7.10e-03 -1.58e-02  3.36e-02 1.001 3.75e-04 0.001205    
## 547   4.87e-04 -6.15e-04  1.10e-03 -1.22e-03 1.002 4.95e-07 0.001363   *
## 548  -1.80e-02  1.60e-02 -2.93e-03 -2.26e-02 1.001 1.70e-04 0.000953    
## 549  -3.11e-04  4.05e-04 -4.96e-04  6.29e-04 1.001 1.32e-07 0.000565    
## 550   1.94e-02 -1.74e-02 -6.94e-03  3.39e-02 1.003 3.83e-04 0.002512   *
## 551   1.55e-02 -1.42e-02  1.78e-03  1.98e-02 1.002 1.31e-04 0.001586   *
## 552   2.86e-02 -2.79e-02  2.62e-02  3.01e-02 1.004 3.03e-04 0.003856   *
## 553   3.96e-04 -3.65e-03  2.24e-03 -1.53e-02 1.000 7.84e-05 0.000219    
## 554  -4.16e-02  3.54e-02 -5.68e-02 -6.76e-02 0.997 1.52e-03 0.000727   *
## 555   7.42e-04 -3.70e-04 -3.26e-04  1.96e-03 1.001 1.28e-06 0.000265    
## 556   1.35e-02 -1.11e-02 -5.20e-03  2.45e-02 1.001 1.99e-04 0.000981    
## 557  -6.12e-03  1.07e-03  9.71e-03 -2.73e-02 0.999 2.49e-04 0.000295    
## 558   9.83e-04  3.96e-04 -3.56e-03  7.71e-03 1.001 1.98e-05 0.000327    
## 559   4.02e-03 -2.24e-03 -1.08e-02  1.92e-02 1.002 1.23e-04 0.001363    
## 560   1.11e-03 -8.38e-04 -1.10e-03  2.84e-03 1.002 2.69e-06 0.001103    
## 561   2.98e-02 -2.52e-02 -5.60e-03  4.73e-02 1.000 7.46e-04 0.000950    
## 562  -9.91e-03  9.09e-03 -1.67e-03 -1.22e-02 1.002 4.94e-05 0.001603   *
## 563  -1.18e-03  1.98e-03 -2.11e-03  4.12e-03 1.001 5.67e-06 0.000291    
## 564  -3.96e-04  2.52e-04 -1.04e-03 -1.47e-03 1.001 7.23e-07 0.000738    
## 565   1.09e-03 -6.06e-04  3.11e-03  4.64e-03 1.001 7.19e-06 0.000672    
## 566   5.22e-04 -6.25e-05  2.15e-03  3.81e-03 1.001 4.83e-06 0.000543    
## 567  -1.22e-02  1.60e-02 -8.09e-03  2.34e-02 1.000 1.83e-04 0.000420    
## 568   1.02e-03 -8.04e-04  5.90e-04  1.36e-03 1.001 6.21e-07 0.000317    
## 569  -3.18e-03  2.59e-03 -4.28e-03 -5.43e-03 1.001 9.82e-06 0.000567    
## 570  -7.29e-06  1.64e-05  1.50e-05  6.00e-05 1.001 1.20e-09 0.000395    
## 571   5.24e-03 -8.35e-03 -7.71e-04 -1.91e-02 1.000 1.21e-04 0.000371    
## 572   8.02e-04 -2.48e-04 -8.88e-04  2.96e-03 1.001 2.91e-06 0.000283    
## 573  -1.06e-03  1.77e-03  3.95e-04  4.41e-03 1.001 6.48e-06 0.000373    
## 574  -2.44e-03  8.26e-04 -8.52e-03 -1.41e-02 1.001 6.60e-05 0.000584    
## 575  -1.01e-03  7.46e-04 -4.05e-04 -1.52e-03 1.001 7.73e-07 0.000277    
## 576  -3.02e-03  5.82e-04 -1.18e-02 -2.04e-02 1.001 1.39e-04 0.000554    
## 577  -3.12e-03  1.77e-03 -8.80e-03 -1.30e-02 1.001 5.66e-05 0.000680    
## 578   5.40e-03 -1.90e-03  1.86e-02  3.06e-02 1.000 3.11e-04 0.000587    
## 579  -3.73e-05 -1.31e-03 -3.97e-03 -9.69e-03 1.001 3.13e-05 0.000444    
## 580   6.20e-04 -1.13e-03 -5.03e-04 -3.22e-03 1.001 3.46e-06 0.000379    
## 581  -1.37e-03  9.20e-04 -1.74e-03 -2.93e-03 1.001 2.87e-06 0.000332    
## 582   2.44e-03 -3.66e-03  2.95e-04 -7.40e-03 1.001 1.83e-05 0.000371    
## 583   1.70e-03 -2.66e-03 -1.22e-04 -5.89e-03 1.001 1.16e-05 0.000370    
## 584  -6.80e-03  3.63e-03 -8.17e-03 -1.80e-02 1.000 1.08e-04 0.000270    
## 585  -1.35e-03  4.11e-03 -1.15e-02  1.74e-02 1.001 1.01e-04 0.000457    
## 586  -2.15e-04 -3.11e-05 -1.05e-03 -1.97e-03 1.001 1.29e-06 0.000517    
## 587  -1.30e-02  1.70e-02 -8.93e-03  2.45e-02 1.000 2.00e-04 0.000427    
## 588  -7.39e-03  6.03e-03 -5.02e-03 -9.36e-03 1.001 2.92e-05 0.000361    
## 589   1.83e-03 -1.55e-03  1.43e-03  2.22e-03 1.001 1.64e-06 0.000439    
## 590  -6.04e-03  7.65e-03 -4.79e-03  1.03e-02 1.001 3.52e-05 0.000473    
## 591  -2.45e-03  3.73e-03 -1.11e-04  7.82e-03 1.001 2.04e-05 0.000370    
## 592  -2.42e-02  2.24e-02 -2.56e-02 -2.89e-02 1.001 2.78e-04 0.001210    
## 593   5.19e-03 -6.71e-03  3.73e-03 -9.45e-03 1.001 2.98e-05 0.000438    
## 594   1.47e-04 -2.00e-04  7.89e-05 -3.18e-04 1.001 3.38e-08 0.000394    
## 595  -2.89e-03  7.88e-04 -1.06e-02 -1.80e-02 1.001 1.07e-04 0.000569    
## 596  -8.96e-04  1.30e-03 -1.50e-03  2.28e-03 1.001 1.73e-06 0.000378    
## 597  -4.32e-03  3.58e-03 -3.11e-03 -5.37e-03 1.001 9.63e-06 0.000387    
## 598  -2.51e-03  1.04e-03 -2.86e-03 -7.83e-03 1.001 2.05e-05 0.000248    
## 599   5.77e-03 -6.96e-03  5.61e-03 -8.47e-03 1.001 2.39e-05 0.000659    
## 600  -3.04e-02  3.52e-02 -3.37e-02  4.14e-02 1.001 5.71e-04 0.001092    
## 601   2.97e-03 -2.69e-03  9.45e-04  3.38e-03 1.002 3.81e-06 0.001016    
## 602   6.24e-03 -5.43e-03  1.21e-04  8.62e-03 1.002 2.47e-05 0.000937    
## 603   1.16e-02 -1.50e-02  8.09e-03 -2.15e-02 1.000 1.54e-04 0.000431    
## 604   1.18e-02 -7.81e-03 -2.10e-02  4.22e-02 1.001 5.93e-04 0.001244    
## 605  -5.37e-03  4.91e-03 -2.15e-03 -5.86e-03 1.002 1.14e-05 0.001082    
## 606  -2.02e-03  3.73e-04 -2.06e-03 -8.31e-03 1.001 2.30e-05 0.000229    
## 607   2.19e-02 -2.82e-02  1.61e-02 -3.94e-02 0.999 5.16e-04 0.000444    
## 608  -4.10e-03 -5.10e-17  3.78e-17 -1.92e-02 1.000 1.23e-04 0.000207    
## 609   5.78e-02 -5.50e-02  2.04e-02  6.35e-02 1.002 1.35e-03 0.002685   *
## 610  -2.79e-03  3.81e-03 -7.30e-03  8.54e-03 1.002 2.43e-05 0.000956    
## 611  -8.72e-03  1.10e-02 -1.37e-02  1.66e-02 1.001 9.17e-05 0.000684    
## 612   5.30e-02 -4.74e-02 -1.94e-02  9.30e-02 1.001 2.88e-03 0.002516   *
## 613  -1.17e-04 -1.46e-18  1.08e-18 -5.50e-04 1.001 1.01e-07 0.000207    
## 614   2.82e-02 -2.57e-02  1.10e-02  3.09e-02 1.001 3.18e-04 0.001072    
## 615  -3.64e-04  1.18e-04  3.84e-04 -1.31e-03 1.001 5.73e-07 0.000282    
## 616   2.36e-02 -3.04e-02  1.76e-02 -4.20e-02 0.999 5.88e-04 0.000449    
## 617   2.14e-02 -2.60e-02  2.02e-02 -3.22e-02 1.000 3.45e-04 0.000609    
## 618   2.59e-02 -2.38e-02 -1.26e-03  3.68e-02 1.003 4.52e-04 0.002410   *
## 619   2.57e-02 -2.38e-02  1.24e-02  2.71e-02 1.001 2.45e-04 0.001187    
## 620   6.90e-04 -1.64e-03  4.26e-03 -6.17e-03 1.001 1.27e-05 0.000493    
## 621  -7.13e-03  6.15e-03  3.50e-04 -1.03e-02 1.001 3.55e-05 0.000938    
## 622   1.93e-02 -1.72e-02  3.62e-03  2.38e-02 1.001 1.89e-04 0.000959    
## 623  -6.13e-03  5.03e-03 -4.23e-03 -7.73e-03 1.001 1.99e-05 0.000368    
## 624  -1.12e-02  4.82e-03  7.52e-03 -3.34e-02 0.998 3.73e-04 0.000271    
## 625   7.33e-03 -6.13e-03 -2.00e-03  1.23e-02 1.001 5.06e-05 0.000962    
## 626  -3.53e-02  3.08e-02 -1.50e-03 -4.79e-02 1.000 7.66e-04 0.000937    
## 627   5.39e-02 -5.03e-02  3.00e-02  5.55e-02 1.001 1.03e-03 0.001324    
## 628  -5.46e-04  4.92e-03 -3.03e-03  2.06e-02 1.000 1.42e-04 0.000219    
## 629  -3.62e-04 -1.10e-04  1.18e-03 -2.62e-03 1.001 2.30e-06 0.000323    
## 630   8.72e-03 -1.53e-02 -5.47e-03 -4.15e-02 0.998 5.73e-04 0.000376    
## 631  -4.16e-03  5.27e-03 -3.32e-03  7.07e-03 1.001 1.67e-05 0.000475    
## 632   1.73e-02 -2.02e-02  1.88e-02 -2.39e-02 1.001 1.90e-04 0.000965    
## 633  -9.16e-04  7.10e-04 -4.90e-04 -1.26e-03 1.001 5.27e-07 0.000304    
## 634  -5.11e-03  7.02e-03 -2.48e-03  1.15e-02 1.001 4.42e-05 0.000388    
## 635  -1.85e-04  2.71e-04 -4.05e-05  5.20e-04 1.001 9.02e-08 0.000372    
## 636  -5.53e-03  3.91e-03 -1.33e-02 -1.79e-02 1.001 1.07e-04 0.000833    
## 637  -1.01e-02  5.93e-03 -1.24e-02 -2.46e-02 1.000 2.02e-04 0.000288    
## 638   3.65e-03  1.87e-04 -8.69e-03  2.11e-02 1.000 1.48e-04 0.000310    
## 639   2.24e-03 -4.13e-03  9.62e-03 -1.30e-02 1.001 5.62e-05 0.000572    
## 640   6.10e-04  5.06e-04 -3.12e-03  6.32e-03 1.001 1.33e-05 0.000340    
## 641   5.37e-03 -3.62e-03  9.73e-04  9.44e-03 1.001 2.97e-05 0.000260    
## 642   2.29e-03 -3.32e-03  6.69e-03 -8.11e-03 1.001 2.19e-05 0.000805    
## 643   2.08e-03 -3.46e-04  2.11e-03  8.76e-03 1.001 2.56e-05 0.000228    
## 644  -1.06e-03  1.55e-03 -1.78e-03  2.78e-03 1.001 2.58e-06 0.000363    
## 645  -2.39e-04 -1.78e-03  6.79e-03 -1.19e-02 1.001 4.73e-05 0.000381    
## 646   1.23e-02 -1.51e-02  1.13e-02 -1.88e-02 1.001 1.18e-04 0.000581    
## 647   7.31e-04  5.39e-03 -2.08e-03  2.89e-02 0.998 2.77e-04 0.000216    
## 648  -6.21e-03  1.11e-02 -1.15e-02  2.47e-02 1.000 2.04e-04 0.000274    
## 649  -2.60e-03  1.29e-03 -7.87e-03 -1.21e-02 1.001 4.89e-05 0.000640    
## 650   6.64e-03 -9.18e-03  3.05e-03 -1.53e-02 1.001 7.83e-05 0.000385    
## 651   2.52e-03  3.85e-05  1.14e-02  2.08e-02 1.001 1.44e-04 0.000528    
## 652  -2.93e-04  1.98e-03 -1.29e-03  7.96e-03 1.001 2.11e-05 0.000220    
## 653  -2.36e-02  2.19e-02 -1.63e-03 -3.09e-02 1.003 3.18e-04 0.002414   *
## 654  -1.41e-02  1.16e-02  5.84e-03 -2.60e-02 1.001 2.25e-04 0.000986    
## 655   5.54e-02 -5.11e-02  1.44e-04  7.59e-02 1.002 1.92e-03 0.002407   *
## 656  -3.90e-03  5.23e-03 -9.87e-03  1.14e-02 1.002 4.34e-05 0.001022    
## 657  -3.76e-02  3.50e-02 -2.07e-02 -3.87e-02 1.001 4.99e-04 0.001309    
## 658   2.45e-04 -2.21e-04  7.59e-05  2.80e-04 1.002 2.61e-08 0.001011    
## 659  -1.25e-02  1.15e-02  9.00e-04 -1.80e-02 1.003 1.09e-04 0.002413   *
## 660  -2.96e-02  2.55e-02  1.44e-03 -4.28e-02 1.000 6.11e-04 0.000938    
## 661  -2.21e-02  1.97e-02 -4.36e-03 -2.71e-02 1.001 2.45e-04 0.000961    
## 662  -3.79e-02  3.55e-02 -2.17e-02 -3.89e-02 1.001 5.04e-04 0.001358    
## 663   4.56e-03 -3.88e-03 -4.14e-03  1.10e-02 1.003 4.01e-05 0.002807   *
## 664   1.03e-02 -6.57e-03 -3.74e-02  6.20e-02 1.004 1.28e-03 0.003792   *
## 665  -9.79e-03  2.85e-03  1.15e-02 -3.71e-02 0.998 4.58e-04 0.000285   *
## 666  -1.57e-03 -1.47e-03 -1.13e-02 -2.32e-02 1.000 1.79e-04 0.000484    
## 667  -8.20e-03  7.43e-03  1.81e-03 -1.31e-02 1.003 5.71e-05 0.002454   *
## 668  -1.69e-02  1.55e-02 -2.84e-03 -2.08e-02 1.002 1.44e-04 0.001603   *
## 669  -2.79e-02  2.68e-02 -1.24e-02 -2.94e-02 1.003 2.89e-04 0.002926   *
## 670  -5.69e-02  5.32e-02 -3.29e-02 -5.83e-02 1.000 1.13e-03 0.001375    
## 671  -7.98e-02  7.52e-02 -3.48e-02 -8.45e-02 1.000 2.38e-03 0.001895   *
## 672  -2.94e-03  5.46e-03  2.68e-03  1.60e-02 1.001 8.52e-05 0.000381    
## 673  -4.63e-03  6.74e-03 -7.75e-03  1.19e-02 1.001 4.76e-05 0.000371    
## 674   3.75e-03 -3.28e-03  2.18e-04  5.04e-03 1.002 8.46e-06 0.000938    
## 675   4.73e-02 -4.39e-02  2.50e-03  6.27e-02 1.002 1.31e-03 0.002411   *
## 676  -1.49e-02  1.35e-02 -6.65e-04 -1.99e-02 1.002 1.32e-04 0.001575   *
## 677  -5.59e-03  4.86e-03  1.95e-03 -9.74e-03 1.002 3.16e-05 0.001639   *
## 678   2.54e-02 -2.07e-02 -2.38e-02  6.22e-02 1.001 1.29e-03 0.001844    
## 679  -1.46e-03  2.41e-03  4.50e-04  5.86e-03 1.001 1.15e-05 0.000372    
## 680   2.73e-02 -2.51e-02 -1.02e-03  3.85e-02 1.003 4.94e-04 0.002409   *
## 681  -7.35e-03  9.61e-03 -1.17e-02  1.50e-02 1.001 7.47e-05 0.000558    
## 682   3.81e-03 -5.14e-03  2.13e-03 -8.04e-03 1.001 2.16e-05 0.000398    
## 683   8.10e-03 -6.93e-03 -9.25e-04  1.23e-02 1.001 5.01e-05 0.000942    
## 684   7.04e-03 -1.15e-02  1.62e-02 -2.50e-02 1.000 2.08e-04 0.000357    
## 685   5.68e-03 -5.09e-03  1.35e-03  6.79e-03 1.002 1.54e-05 0.000975    
## 686   1.49e-02 -2.16e-02  3.92e-03 -4.04e-02 0.998 5.43e-04 0.000373    
## 687  -4.67e-03  5.87e-03 -3.86e-03  7.73e-03 1.001 1.99e-05 0.000492    
## 688   7.60e-03 -1.15e-02  2.38e-02 -2.95e-02 1.001 2.90e-04 0.000739    
## 689   1.36e-03 -3.33e-03 -3.61e-03 -1.31e-02 1.001 5.75e-05 0.000400    
## 690  -1.19e-02  8.03e-03 -2.12e-03 -2.10e-02 1.000 1.47e-04 0.000260    
## 691   1.87e-02 -2.19e-02  1.98e-02 -2.60e-02 1.001 2.25e-04 0.000880    
## 692  -4.01e-03  5.85e-03 -1.18e-02  1.44e-02 1.001 6.91e-05 0.000794    
## 693   2.59e-02 -3.29e-02  4.08e-02 -4.96e-02 0.999 8.20e-04 0.000665    
## 694   1.23e-02 -1.49e-02  1.16e-02 -1.84e-02 1.001 1.13e-04 0.000617    
## 695  -1.45e-02  8.97e-03 -1.80e-02 -3.36e-02 0.999 3.75e-04 0.000302    
## 696   1.15e-04 -1.39e-03  8.18e-04 -6.01e-03 1.001 1.20e-05 0.000219    
## 697  -3.81e-03  1.68e-03  2.45e-03 -1.12e-02 1.001 4.21e-05 0.000270    
## 698   3.38e-02 -3.93e-02  3.69e-02 -4.63e-02 1.000 7.16e-04 0.001009    
## 699   4.12e-03 -8.66e-03 -6.68e-03 -2.95e-02 1.000 2.90e-04 0.000390    
## 700  -1.15e-03 -2.75e-04 -9.23e-04 -6.92e-03 1.001 1.60e-05 0.000219    
## 701   5.85e-03 -8.80e-03  1.81e-02 -2.24e-02 1.001 1.67e-04 0.000747    
## 702  -4.43e-03  5.73e-03 -3.17e-03  8.09e-03 1.001 2.18e-05 0.000437    
## 703   1.19e-02 -1.38e-02  1.35e-02 -1.62e-02 1.002 8.73e-05 0.001202    
## 704  -6.17e-03  4.94e-03  3.53e-03 -1.25e-02 1.002 5.22e-05 0.001017    
## 705   2.97e-04 -8.44e-04  2.32e-03 -3.48e-03 1.001 4.03e-06 0.000465    
## 706  -2.36e-04  7.42e-04 -2.10e-03  3.19e-03 1.001 3.40e-06 0.000454    
## 707   1.20e-02 -9.88e-03 -4.93e-03  2.21e-02 1.001 1.63e-04 0.000985    
## 708   4.82e-04 -8.23e-04 -2.31e-04 -2.13e-03 1.001 1.51e-06 0.000374    
## 709   7.98e-03 -9.56e-03  7.94e-03 -1.16e-02 1.001 4.45e-05 0.000701    
## 710   7.09e-04  1.12e-03 -5.50e-03  1.05e-02 1.001 3.68e-05 0.000355    
## 711   1.82e-03 -2.15e-03  1.90e-03 -2.56e-03 1.001 2.19e-06 0.000819    
## 712  -1.12e-03  4.28e-05  2.31e-03 -5.87e-03 1.001 1.15e-05 0.000304    
## 713  -5.60e-03  2.46e-03 -6.45e-03 -1.70e-02 1.000 9.59e-05 0.000251    
## 714  -5.65e-05  3.35e-05  6.19e-06 -1.22e-04 1.001 4.93e-09 0.000258    
## 715  -6.25e-02  5.94e-02 -3.23e-02 -6.43e-02 1.002 1.38e-03 0.002103   *
## 716   1.55e-02 -1.88e-02  1.48e-02 -2.31e-02 1.001 1.78e-04 0.000625    
## 717   1.33e-02 -9.94e-03  1.74e-02  2.52e-02 1.000 2.11e-04 0.000413    
## 718  -4.97e-03  2.02e-03  3.81e-03 -1.56e-02 1.000 8.14e-05 0.000274    
## 719   1.55e-03 -3.07e-03  3.01e-03 -7.47e-03 1.001 1.86e-05 0.000256    
## 720  -5.65e-04  2.52e-03  4.77e-03  1.35e-02 1.001 6.09e-05 0.000423    
## 721   2.07e-02 -1.61e-02  2.75e-02  3.72e-02 0.999 4.62e-04 0.000472    
## 722  -1.23e-02  1.57e-02 -9.22e-03  2.17e-02 1.000 1.57e-04 0.000451    
## 723  -1.33e-02  1.05e-02 -7.91e-03 -1.76e-02 1.000 1.04e-04 0.000322    
## 724   2.93e-03 -1.45e-03  3.46e-03  8.23e-03 1.001 2.26e-05 0.000261    
## 725   1.11e-02 -6.49e-03 -1.48e-03  2.42e-02 0.999 1.96e-04 0.000258    
## 726  -2.04e-04  4.84e-04 -6.80e-04  1.40e-03 1.001 6.58e-07 0.000270    
## 727  -1.53e-03 -2.35e-03  1.17e-02 -2.23e-02 1.000 1.66e-04 0.000354    
## 728  -1.95e-03  3.14e-03 -6.79e-03  8.67e-03 1.001 2.51e-05 0.000664    
## 729   2.06e-02 -2.74e-02  1.26e-02 -4.15e-02 0.998 5.74e-04 0.000408    
## 730  -3.00e-02  3.76e-02 -6.66e-02  7.36e-02 1.000 1.80e-03 0.001421    
## 731   1.34e-04  3.35e-03  1.03e-02  2.51e-02 1.000 2.10e-04 0.000445    
## 732   1.37e-02 -1.23e-02  1.34e-02  1.62e-02 1.001 8.71e-05 0.000812    
## 733  -4.22e-04  1.45e-03  2.33e-03  7.06e-03 1.001 1.66e-05 0.000415    
## 734  -1.17e-03  5.11e-03  9.57e-03  2.72e-02 1.000 2.47e-04 0.000422    
## 735  -3.25e-03  2.14e-03 -4.11e-03 -7.08e-03 1.001 1.67e-05 0.000324    
## 736   3.22e-02 -2.73e-02  2.56e-02  3.89e-02 0.999 5.05e-04 0.000453    
## 737   1.22e-03 -7.91e-03  5.19e-03 -3.16e-02 0.998 3.32e-04 0.000221   *
## 738  -6.15e-03  5.29e-03 -5.12e-03 -7.36e-03 1.001 1.81e-05 0.000499    
## 739   1.35e-02 -1.56e-02  1.51e-02 -1.84e-02 1.002 1.12e-04 0.001153    
## 740   5.10e-05 -3.49e-05  1.10e-05  8.75e-05 1.001 2.55e-09 0.000262    
## 741   1.62e-02 -1.41e-02  1.39e-02  1.93e-02 1.001 1.24e-04 0.000538    
## 742  -3.31e-03  1.25e-03  2.87e-03 -1.09e-02 1.001 3.98e-05 0.000276    
## 743   2.59e-02 -2.35e-02  2.60e-02  3.06e-02 1.001 3.12e-04 0.000925    
## 744  -1.36e-03  5.50e-04  1.05e-03 -4.28e-03 1.001 6.12e-06 0.000274    
## 745  -4.43e-03  2.10e-04  9.00e-03 -2.30e-02 1.000 1.76e-04 0.000304    
## 746  -1.68e-02  1.53e-02 -1.69e-02 -1.99e-02 1.001 1.32e-04 0.000925    
## 747   4.51e-04 -3.95e-03 -9.45e-03 -2.47e-02 1.000 2.04e-04 0.000433    
## 748   7.53e-04 -2.72e-03 -4.53e-03 -1.35e-02 1.001 6.09e-05 0.000417    
## 749   7.99e-03 -1.08e-02  4.47e-03 -1.69e-02 1.001 9.47e-05 0.000398    
## 750  -2.41e-03 -1.08e-03 -1.39e-02 -2.73e-02 1.000 2.48e-04 0.000500    
## 751  -1.24e-02  1.13e-02 -1.27e-02 -1.47e-02 1.002 7.18e-05 0.001027    
## 752  -3.77e-03  4.96e-03 -2.46e-03  7.30e-03 1.001 1.78e-05 0.000417    
## 753  -6.56e-03  2.56e-03 -7.40e-03 -2.12e-02 1.000 1.50e-04 0.000244    
## 754   1.42e-03 -2.07e-03  3.51e-04 -3.92e-03 1.001 5.11e-06 0.000373    
## 755  -4.07e-02  3.71e-02 -4.13e-02 -4.82e-02 1.000 7.73e-04 0.000967    
## 756   3.29e-02 -2.94e-02  3.13e-02  3.88e-02 1.000 5.02e-04 0.000737    
## 757   3.58e-03 -2.35e-03  4.32e-04  6.57e-03 1.001 1.44e-05 0.000259    
## 758  -9.01e-03  7.88e-03 -7.98e-03 -1.07e-02 1.001 3.79e-05 0.000584    
## 759  -1.76e-03  4.39e-03 -1.16e-02  1.69e-02 1.001 9.57e-05 0.000484    
## 760   9.15e-03 -1.15e-02  7.63e-03 -1.50e-02 1.001 7.53e-05 0.000498    
## 761  -6.66e-03  9.93e-03 -9.81e-04  1.98e-02 1.000 1.31e-04 0.000371    
## 762   4.11e-03 -7.76e-04  1.61e-02  2.80e-02 1.000 2.61e-04 0.000554    
## 763  -4.64e-03  6.67e-03 -1.37e-03  1.23e-02 1.001 5.02e-05 0.000375    
## 764  -1.11e-03  1.87e-03  4.52e-04  4.71e-03 1.001 7.41e-06 0.000373    
## 765   6.00e-03 -3.69e-03  7.46e-03  1.40e-02 1.001 6.54e-05 0.000300    
## 766   1.62e-03  2.01e-17 -1.49e-17  7.57e-03 1.001 1.91e-05 0.000207    
## 767  -1.97e-03  2.87e-03 -4.76e-04  5.43e-03 1.001 9.84e-06 0.000373    
## 768  -1.49e-03 -4.28e-04  4.79e-03 -1.07e-02 1.001 3.80e-05 0.000322    
## 769   1.04e-02 -1.33e-02  7.77e-03 -1.84e-02 1.001 1.13e-04 0.000450    
## 770  -2.73e-03  7.10e-03  8.38e-03  2.92e-02 1.000 2.84e-04 0.000403    
## 771  -9.21e-03  5.18e-03  1.97e-03 -2.12e-02 1.000 1.50e-04 0.000260    
## 772  -3.26e-03  5.18e-03 -5.68e-03  1.02e-02 1.001 3.45e-05 0.000312    
## 773   3.66e-03 -6.36e-03 -2.10e-03 -1.70e-02 1.001 9.58e-05 0.000376    
## 774   1.91e-02 -2.27e-02  1.92e-02 -2.73e-02 1.001 2.49e-04 0.000733    
## 775  -1.82e-02  2.21e-02 -1.72e-02  2.73e-02 1.000 2.49e-04 0.000612    
## 776   1.21e-03 -9.63e-04 -7.70e-04  2.55e-03 1.002 2.17e-06 0.001030    
## 777   5.57e-02 -6.65e-02  5.59e-02 -8.00e-02 0.996 2.13e-03 0.000724   *
## 778  -2.64e-02  2.28e-02  1.13e-03 -3.80e-02 1.001 4.81e-04 0.000937    
## 779  -3.08e-03  4.27e-03 -1.39e-03  7.16e-03 1.001 1.71e-05 0.000385    
## 780  -1.10e-02  1.42e-02 -1.74e-02  2.17e-02 1.001 1.58e-04 0.000602    
## 781   3.84e-04 -7.17e-04 -3.65e-04 -2.12e-03 1.001 1.50e-06 0.000381    
## 782   2.65e-03 -1.67e-03  6.99e-03  9.95e-03 1.001 3.30e-05 0.000732    
## 783   1.03e-03 -8.88e-04 -4.57e-04  1.91e-03 1.002 1.21e-06 0.001669   *
## 784  -7.97e-02  7.68e-02 -5.26e-02 -7.99e-02 1.002 2.13e-03 0.002773   *
## 785   4.68e-03 -3.82e-03 -2.12e-03  8.84e-03 1.002 2.60e-05 0.000994    
## 786  -5.89e-03  1.11e-02  6.02e-03  3.36e-02 0.999 3.76e-04 0.000382    
## 787  -3.66e-03  6.62e-03  2.83e-03  1.87e-02 1.000 1.17e-04 0.000379    
## 788  -3.62e-03  6.27e-03  2.01e-03  1.66e-02 1.001 9.20e-05 0.000375    
## 789   1.15e-02 -1.00e-02  1.01e-02  1.36e-02 1.001 6.20e-05 0.000573    
## 790  -1.44e-02  1.92e-02 -3.59e-02  4.13e-02 1.001 5.68e-04 0.001055    
## 791   1.67e-03  1.52e-04  7.90e-03  1.47e-02 1.001 7.17e-05 0.000521    
## 792   4.59e-05 -7.77e-05 -2.02e-05 -1.98e-04 1.001 1.31e-08 0.000374    
## 793  -5.91e-03  4.16e-03 -1.43e-02 -1.93e-02 1.001 1.24e-04 0.000825    
## 794  -5.12e-05  6.08e-05 -5.26e-05  7.26e-05 1.001 1.76e-09 0.000779    
## 795   9.46e-03 -1.42e-02  1.10e-03 -2.88e-02 1.000 2.76e-04 0.000370    
## 796  -9.18e-04  8.61e-04 -1.82e-04 -1.10e-03 1.003 4.06e-07 0.002475   *
## 797   2.63e-02 -2.17e-02 -2.18e-02  6.07e-02 1.001 1.23e-03 0.001805    
## 798   2.77e-02 -2.37e-02  2.25e-02  3.32e-02 1.000 3.68e-04 0.000476    
## 799  -1.03e-03  1.33e-03 -7.68e-04  1.85e-03 1.001 1.14e-06 0.000447    
## 800   3.42e-04 -8.57e-04  7.56e-04 -2.47e-03 1.001 2.04e-06 0.000237    
## 801   9.47e-03 -8.30e-03  6.66e-04  1.26e-02 1.001 5.31e-05 0.000939    
## 802   2.08e-02 -1.70e-02  1.42e-02  2.63e-02 1.000 2.30e-04 0.000364    
## 803  -3.18e-03  4.09e-03 -2.36e-03  5.67e-03 1.001 1.07e-05 0.000447    
## 804   1.32e-03  2.58e-03 -9.25e-05  1.85e-02 1.000 1.14e-04 0.000215    
## 805  -2.01e-04  7.36e-04  1.24e-03  3.67e-03 1.001 4.50e-06 0.000417    
## 806  -4.47e-03  8.99e-03  6.11e-03  2.92e-02 1.000 2.84e-04 0.000387    
## 807   3.07e-03  1.03e-03  1.67e-02  3.23e-02 1.000 3.48e-04 0.000505    
## 808  -4.10e-04 -4.71e-04 -3.19e-03 -6.68e-03 1.001 1.49e-05 0.000479    
## 809  -7.28e-03  1.09e-02 -9.92e-04  2.18e-02 1.000 1.58e-04 0.000371    
## 810  -9.12e-03  1.16e-02 -7.20e-03  1.56e-02 1.001 8.10e-05 0.000470    
## 811   9.51e-04 -1.74e-04 -1.48e-03  4.19e-03 1.001 5.85e-06 0.000294    
## 812  -6.82e-03  5.44e-03 -4.17e-03 -8.96e-03 1.001 2.67e-05 0.000328    
## 813  -1.99e-02  2.40e-02 -1.92e-02  2.93e-02 1.000 2.87e-04 0.000648    
## 814  -8.18e-03  1.06e-02 -5.74e-03  1.51e-02 1.001 7.63e-05 0.000432    
## 815   2.76e-04  1.46e-03  5.46e-03  1.27e-02 1.001 5.35e-05 0.000454    
## 816  -5.54e-03  8.12e-03 -1.24e-03  1.55e-02 1.001 8.05e-05 0.000372    
## 817   3.09e-04 -2.25e-04  1.12e-04  4.78e-04 1.001 7.62e-08 0.000272    
## 818   1.61e-03  2.00e-17 -1.48e-17  7.53e-03 1.001 1.89e-05 0.000207    
## 819  -3.06e-03  4.61e-03 -2.97e-04  9.42e-03 1.001 2.96e-05 0.000370    
## 820  -3.12e-04  1.10e-04 -1.08e-03 -1.77e-03 1.001 1.04e-06 0.000588    
## 821   9.86e-03 -5.99e-03  2.67e-02  3.85e-02 1.000 4.94e-04 0.000711    
## 822  -9.68e-05  3.62e-05 -3.27e-04 -5.33e-04 1.001 9.47e-08 0.000594    
## 823  -1.90e-03  2.81e-03 -3.40e-04  5.51e-03 1.001 1.01e-05 0.000371    
## 824   1.86e-02 -2.47e-02  1.16e-02 -3.71e-02 0.999 4.58e-04 0.000410    
## 825  -3.81e-03  8.26e-03  6.91e-03  2.90e-02 1.000 2.81e-04 0.000392    
## 826   1.60e-03  1.81e-03  5.62e-04  1.63e-02 1.000 8.81e-05 0.000215    
## 827   7.33e-04 -4.22e-04  2.05e-03  3.02e-03 1.001 3.03e-06 0.000687    
## 828  -3.40e-03  7.98e-03  7.95e-03  3.03e-02 1.000 3.05e-04 0.000397    
## 829   1.01e-02 -7.01e-03  2.47e-02  3.35e-02 1.001 3.74e-04 0.000812    
## 830  -1.84e-02  1.59e-02 -1.57e-02 -2.19e-02 1.001 1.60e-04 0.000530    
## 831   5.21e-02 -5.03e-02  2.80e-02  5.32e-02 1.003 9.44e-04 0.003332   *
## 832  -6.05e-03  8.75e-03 -1.68e-03  1.63e-02 1.001 8.81e-05 0.000374    
## 833  -2.26e-02  1.92e-02 -4.52e-02 -5.31e-02 1.001 9.38e-04 0.001351    
## 834   5.07e-03 -7.30e-03  8.44e-03 -1.28e-02 1.001 5.42e-05 0.000382    
## 835  -9.69e-04  1.41e-03 -2.52e-04  2.64e-03 1.001 2.32e-06 0.000373    
## 836   1.89e-02 -1.32e-02  2.43e-02  3.86e-02 0.998 4.97e-04 0.000356    
## 837  -4.65e-04  4.65e-03  1.14e-02  2.96e-02 1.000 2.92e-04 0.000434    
## 838  -1.39e-02  1.99e-02 -3.98e-02  4.79e-02 1.000 7.66e-04 0.000826    
## 839   3.95e-03 -5.68e-03  1.20e-03 -1.04e-02 1.001 3.60e-05 0.000375    
## 840   2.73e-03  7.08e-04  1.42e-02  2.72e-02 1.000 2.47e-04 0.000509    
## 841   9.27e-03 -5.62e-04  8.89e-03  4.33e-02 0.996 6.25e-04 0.000224   *
## 842  -2.92e-04  5.06e-04  1.62e-04  1.34e-03 1.001 5.98e-07 0.000375    
## 843  -3.13e-03  7.34e-03  7.29e-03  2.78e-02 1.000 2.57e-04 0.000397    
## 844   5.45e-03 -3.49e-03  3.21e-04  1.05e-02 1.001 3.65e-05 0.000258    
## 845  -1.06e-02  9.80e-03 -2.50e-03 -1.25e-02 1.002 5.21e-05 0.001638   *
## 846   3.00e-03 -4.98e-03  1.10e-02 -1.42e-02 1.001 6.73e-05 0.000637    
## 847  -1.23e-02  1.02e-02  9.60e-03 -2.77e-02 1.002 2.56e-04 0.001788   *
## 848   6.14e-03 -9.55e-03  1.06e-02 -1.83e-02 1.000 1.11e-04 0.000323    
## 849  -6.06e-02  5.66e-02 -3.41e-02 -6.23e-02 1.000 1.29e-03 0.001338    
## 850  -7.38e-03  1.22e-03  1.19e-02 -3.33e-02 0.999 3.69e-04 0.000295    
## 851  -2.42e-02  2.05e-02 -1.90e-02 -2.93e-02 1.000 2.87e-04 0.000442    
## 852  -2.67e-02  3.14e-02 -4.09e-02  4.44e-02 1.001 6.57e-04 0.001418    
## 853  -8.69e-03  1.25e-02 -2.49e-02  2.99e-02 1.001 2.98e-04 0.000830    
## 854  -1.29e-02  1.66e-02 -3.02e-02  3.40e-02 1.001 3.86e-04 0.001222    
## 855  -6.52e-04  9.10e-04 -1.77e-03  2.10e-03 1.002 1.47e-06 0.000897    
## 856  -7.44e-03  6.09e-03 -5.12e-03 -9.38e-03 1.001 2.93e-05 0.000367    
## 857   4.96e-03 -6.39e-03  3.65e-03 -8.91e-03 1.001 2.65e-05 0.000444    
## 858   1.19e-03 -2.13e-03  2.19e-03 -4.72e-03 1.001 7.43e-06 0.000274    
## 859  -5.98e-03  4.50e-03 -2.72e-03 -8.66e-03 1.001 2.50e-05 0.000285    
## 860  -2.36e-02  1.89e-02 -5.05e-02 -6.23e-02 0.999 1.29e-03 0.001083    
## 861  -6.32e-03  5.07e-03  6.75e-03 -1.65e-02 1.002 9.09e-05 0.001889   *
## 862   3.87e-02 -4.60e-02  3.94e-02 -5.51e-02 0.999 1.01e-03 0.000758    
## 863  -8.09e-05  1.01e-04 -1.27e-04  1.49e-04 1.001 7.41e-09 0.000771    
## 864   3.64e-03 -5.00e-03  5.93e-03 -8.25e-03 1.001 2.27e-05 0.000445    
## 865  -8.40e-03  1.52e-03  1.31e-02 -3.71e-02 0.998 4.59e-04 0.000294   *
## 866  -2.72e-03  2.22e-03  1.26e-03 -5.17e-03 1.002 8.93e-06 0.000996    
## 867  -7.29e-03  3.25e-03 -2.31e-02 -3.65e-02 1.000 4.45e-04 0.000618    
## 868  -5.50e-02  5.19e-02 -2.48e-02 -5.80e-02 1.001 1.12e-03 0.001924   *
## 869  -2.69e-03  1.67e-03 -3.35e-03 -6.24e-03 1.001 1.30e-05 0.000302    
## 870   3.12e-03 -4.65e-03  9.53e-03 -1.17e-02 1.001 4.58e-05 0.000761    
## 871   2.80e-03 -4.17e-03  8.54e-03 -1.05e-02 1.001 3.66e-05 0.000764    
## 872  -5.95e-04  1.33e-03 -1.24e-03  3.57e-03 1.001 4.25e-06 0.000244    
## 873  -2.20e-03  2.73e-03 -1.92e-03  3.49e-03 1.001 4.05e-06 0.000532    
## 874   7.86e-03 -1.11e-02  2.19e-02 -2.62e-02 1.001 2.28e-04 0.000862    
## 875   1.69e-03  7.27e-04 -6.27e-03  1.35e-02 1.001 6.08e-05 0.000328    
## 876  -8.84e-03  1.17e-02 -5.66e-03  1.73e-02 1.001 1.00e-04 0.000414    
## 877   7.96e-04 -1.46e-03 -6.66e-04 -4.18e-03 1.001 5.84e-06 0.000380    
## 878   4.25e-04 -2.48e-03 -5.29e-03 -1.44e-02 1.001 6.89e-05 0.000428    
## 879  -1.12e-03  1.47e-03 -7.58e-04  2.14e-03 1.001 1.52e-06 0.000423    
## 880  -2.02e-03  2.98e-03 -4.09e-04  5.77e-03 1.001 1.11e-05 0.000372    
## 881   2.58e-02 -3.21e-02  2.24e-02 -4.13e-02 0.999 5.68e-04 0.000523    
## 882   3.68e-04  1.72e-04 -1.42e-03  3.03e-03 1.001 3.06e-06 0.000330    
## 883   2.85e-04 -1.25e-04 -1.87e-04  8.47e-04 1.001 2.39e-07 0.000271    
## 884  -8.22e-03  1.12e-02 -4.11e-03  1.83e-02 1.000 1.11e-04 0.000390    
## 885   5.06e-03 -6.29e-03  4.38e-03 -8.09e-03 1.001 2.18e-05 0.000523    
## 886  -4.06e-03  5.23e-03 -2.96e-03  7.31e-03 1.001 1.78e-05 0.000442    
## 887  -4.44e-03  5.93e-03 -2.62e-03  9.10e-03 1.001 2.76e-05 0.000403    
## 888  -2.77e-03  2.09e-03 -1.29e-03 -3.99e-03 1.001 5.31e-06 0.000287    
## 889  -1.57e-02  1.92e-02 -1.44e-02  2.40e-02 1.001 1.92e-04 0.000579    
## 890   4.89e-03 -6.14e-03  4.06e-03 -8.05e-03 1.001 2.16e-05 0.000496    
## 891   2.65e-03 -5.41e-03 -3.83e-03 -1.78e-02 1.001 1.06e-04 0.000388    
## 892   8.96e-03 -5.37e-03 -7.64e-04  1.90e-02 1.000 1.20e-04 0.000258    
## 893  -1.01e-02  1.45e-02 -3.17e-03  2.63e-02 1.000 2.31e-04 0.000375    
## 894   1.42e-02 -1.30e-02  1.46e-02  1.68e-02 1.002 9.43e-05 0.001055    
## 895  -4.09e-03  5.90e-03 -6.82e-03  1.03e-02 1.001 3.57e-05 0.000380    
## 896   2.33e-03 -3.50e-03  2.86e-04 -7.06e-03 1.001 1.66e-05 0.000371    
## 897  -2.04e-02  2.48e-02 -1.93e-02  3.06e-02 1.000 3.13e-04 0.000613    
## 898  -5.56e-02  5.21e-02 -3.32e-02 -5.67e-02 1.001 1.07e-03 0.001424    
## 899   1.70e-02 -2.19e-02  1.25e-02 -3.06e-02 1.000 3.13e-04 0.000443    
## 900   9.19e-03 -8.36e-03  3.28e-03  1.02e-02 1.002 3.50e-05 0.001043    
## 901  -1.27e-03  2.23e-03 -5.05e-03  6.69e-03 1.001 1.49e-05 0.000600    
## 902   2.71e-02 -2.45e-02  2.67e-02  3.20e-02 1.001 3.42e-04 0.000850    
## 903  -5.86e-03  8.97e-03 -1.54e-04  1.90e-02 1.000 1.20e-04 0.000370    
## 904   2.51e-04 -5.97e-04 -6.10e-04 -2.29e-03 1.001 1.75e-06 0.000398    
## 905  -2.42e-03  3.73e-03 -4.16e-03  7.08e-03 1.001 1.67e-05 0.000328    
## 906   1.30e-03 -3.80e-03 -5.22e-03 -1.69e-02 1.001 9.53e-05 0.000409    
## 907   4.50e-04 -2.09e-03  6.38e-03 -1.01e-02 1.001 3.41e-05 0.000428    
## 908   6.09e-04 -3.86e-04  1.60e-03  2.27e-03 1.001 1.72e-06 0.000736    
## 909  -1.16e-03  3.73e-03 -1.06e-02  1.62e-02 1.001 8.73e-05 0.000452    
## 910  -1.31e-02  2.06e-02 -4.39e-02  5.55e-02 0.999 1.03e-03 0.000687    
## 911  -3.91e-03  2.72e-03 -9.57e-03 -1.30e-02 1.001 5.61e-05 0.000813    
## 912   4.06e-03  5.13e-04 -1.07e-02  2.52e-02 1.000 2.12e-04 0.000314    
## 913  -2.31e-04  2.10e-03  5.06e-03  1.32e-02 1.001 5.82e-05 0.000434    
## 914  -1.87e-03  4.05e-03  3.35e-03  1.42e-02 1.001 6.70e-05 0.000392    
## 915   1.41e-02 -1.24e-02  1.01e-03  1.88e-02 1.001 1.18e-04 0.000939    
## 916   1.92e-03 -2.70e-03  3.17e-03 -4.58e-03 1.001 6.98e-06 0.000412    
## 917  -5.34e-03  6.76e-03 -4.27e-03  9.05e-03 1.001 2.73e-05 0.000476    
## 918   2.70e-03 -3.39e-03  2.26e-03 -4.43e-03 1.001 6.56e-06 0.000500    
## 919  -1.17e-02  1.12e-02 -8.86e-03 -1.18e-02 1.003 4.68e-05 0.002124   *
## 920   4.52e-03 -6.13e-03  1.17e-02 -1.36e-02 1.001 6.14e-05 0.000986    
## 921   2.05e-02 -1.66e-02  1.36e-02  2.61e-02 1.000 2.27e-04 0.000354    
## 922  -1.27e-04 -2.03e-03 -6.44e-03 -1.55e-02 1.001 8.05e-05 0.000447    
## 923  -8.27e-04  1.81e-03  1.55e-03  6.43e-03 1.001 1.38e-05 0.000393    
## 924  -1.74e-03  1.39e-03 -2.32e-03 -3.02e-03 1.001 3.04e-06 0.000527    
## 925   2.16e-04 -1.41e-04  2.73e-04  4.77e-04 1.001 7.60e-08 0.000319    
## 926  -3.64e-03  1.31e-03  3.39e-03 -1.24e-02 1.001 5.12e-05 0.000278    
## 927  -6.49e-03  9.36e-03 -1.84e-03  1.73e-02 1.000 1.00e-04 0.000374    
## 928  -1.63e-03  3.57e-03 -9.01e-03  1.28e-02 1.001 5.46e-05 0.000511    
## 929   1.20e-02 -1.09e-02  1.22e-02  1.42e-02 1.001 6.70e-05 0.000978    
## 930  -4.54e-04  7.71e-05 -4.60e-04 -1.90e-03 1.001 1.20e-06 0.000228    
## 931   1.40e-02 -1.02e-02  1.82e-02  2.72e-02 1.000 2.46e-04 0.000389    
## 932   6.48e-03 -9.49e-03  1.44e-03 -1.82e-02 1.000 1.10e-04 0.000372    
## 933  -7.34e-02  6.98e-02 -2.59e-02 -8.06e-02 1.002 2.17e-03 0.002684   *
## 934   2.68e-02 -3.17e-02  2.77e-02 -3.77e-02 1.000 4.75e-04 0.000805    
## 935   1.11e-03 -1.43e-03  8.28e-04 -1.98e-03 1.001 1.31e-06 0.000448    
## 936  -2.29e-02  1.87e-02  9.69e-03 -4.24e-02 1.000 5.99e-04 0.000988    
## 937   4.66e-03 -2.50e-03  5.61e-03  1.23e-02 1.001 5.05e-05 0.000271    
## 938   2.50e-03 -3.18e-03  1.96e-03 -4.30e-03 1.001 6.18e-06 0.000467    
## 939  -4.15e-03  6.10e-03 -8.63e-04  1.18e-02 1.001 4.62e-05 0.000372    
## 940  -6.21e-04 -1.38e-04 -3.17e-03 -6.03e-03 1.001 1.21e-05 0.000512    
## 941   3.64e-03 -2.69e-05  1.62e-02  2.94e-02 1.000 2.88e-04 0.000530    
## 942   3.10e-02 -2.89e-02  3.35e-02  3.72e-02 1.001 4.61e-04 0.001374    
## 943  -6.24e-03  4.39e-03 -8.04e-03 -1.27e-02 1.001 5.35e-05 0.000359    
## 944   7.25e-04 -1.40e-03 -8.20e-04 -4.33e-03 1.001 6.24e-06 0.000384    
## 945  -3.47e-03  2.27e-03 -4.38e-03 -7.59e-03 1.001 1.92e-05 0.000322    
## 946   1.97e-02 -2.39e-02  1.89e-02 -2.93e-02 1.000 2.86e-04 0.000636    
## 947  -3.49e-03  5.21e-03 -4.85e-04  1.04e-02 1.001 3.63e-05 0.000371    
## 948   4.07e-02 -3.75e-02  4.30e-02  4.85e-02 1.001 7.83e-04 0.001201    
## 949   2.61e-03 -6.98e-03  1.89e-02 -2.80e-02 1.000 2.61e-04 0.000473    
## 950  -1.00e-03  1.25e-03 -8.46e-04  1.63e-03 1.001 8.85e-07 0.000506    
## 951  -4.69e-03  5.85e-03 -3.98e-03  7.59e-03 1.001 1.92e-05 0.000510    
## 952   5.11e-02 -4.67e-02  5.22e-02  6.05e-02 0.999 1.22e-03 0.001013    
## 953  -3.47e-03  8.05e-04 -1.32e-02 -2.26e-02 1.001 1.70e-04 0.000561    
## 954  -6.63e-03  5.42e-03 -1.39e-02 -1.68e-02 1.002 9.46e-05 0.001155    
## 955   7.76e-04 -3.78e-03 -7.49e-03 -2.09e-02 1.000 1.45e-04 0.000425    
## 956   2.54e-04 -1.63e-04 -5.01e-04  9.74e-04 1.002 3.16e-07 0.001273   *
## 957   2.98e-03 -2.37e-03  1.80e-03  3.93e-03 1.001 5.14e-06 0.000326    
## 958  -5.38e-03 -6.69e-17  4.95e-17 -2.52e-02 0.999 2.12e-04 0.000207    
## 959   3.18e-04 -3.93e-04  2.80e-04 -5.02e-04 1.001 8.39e-08 0.000537    
## 960   4.36e-03 -1.28e-03 -5.09e-03  1.65e-02 1.000 9.06e-05 0.000284    
## 961   3.83e-03 -5.50e-03  1.16e-03 -1.01e-02 1.001 3.38e-05 0.000375    
## 962  -1.33e-03  4.77e-04 -4.54e-03 -7.44e-03 1.001 1.85e-05 0.000590    
## 963  -1.95e-03  2.70e-03 -8.67e-04  4.55e-03 1.001 6.90e-06 0.000384    
## 964  -3.71e-05  4.18e-04 -1.39e-03  2.30e-03 1.001 1.76e-06 0.000406    
## 965  -2.17e-02  2.64e-02 -2.02e-02  3.28e-02 1.000 3.59e-04 0.000593    
## 966  -7.40e-03  5.60e-03 -9.73e-03 -1.38e-02 1.001 6.31e-05 0.000430    
## 967   9.91e-03 -8.35e-03  7.63e-03  1.21e-02 1.001 4.86e-05 0.000429    
## 968  -1.46e-03  2.05e-03 -2.41e-03  3.48e-03 1.001 4.03e-06 0.000412    
## 969   9.18e-03 -7.38e-03  1.23e-02  1.59e-02 1.001 8.40e-05 0.000537    
## 970  -1.55e-02  1.25e-02 -2.08e-02 -2.66e-02 1.000 2.36e-04 0.000549    
## 971   1.49e-03 -2.33e-04 -2.46e-03  6.82e-03 1.001 1.55e-05 0.000296    
## 972  -1.10e-02  1.50e-02 -5.87e-03  2.38e-02 1.000 1.89e-04 0.000394    
## 973  -3.64e-03  6.23e-03 -6.57e-03  1.32e-02 1.001 5.85e-05 0.000285    
## 974  -2.75e-03  8.75e-03  1.31e-02  4.08e-02 0.999 5.55e-04 0.000412    
## 975  -1.81e-02  1.73e-02 -8.07e-03 -1.91e-02 1.003 1.21e-04 0.002934   *
## 976   5.12e-03  2.80e-03 -2.11e-02  4.45e-02 0.997 6.60e-04 0.000332   *
## 977   1.61e-03  4.92e-03 -2.09e-02  3.81e-02 0.999 4.83e-04 0.000368    
## 978  -1.79e-03  2.79e-03  7.96e-05  6.09e-03 1.001 1.24e-05 0.000370    
## 979  -1.66e-04  1.43e-04 -2.27e-04 -2.65e-04 1.001 2.34e-08 0.000808    
## 980   2.43e-03 -2.14e-03  2.45e-04  3.18e-03 1.002 3.36e-06 0.000942    
## 981  -3.66e-04 -2.14e-03  8.33e-03 -1.47e-02 1.001 7.23e-05 0.000379    
## 982   9.23e-03 -8.70e-03  5.87e-03  9.36e-03 1.002 2.92e-05 0.001545   *
## 983  -8.55e-03  7.26e-03 -6.78e-03 -1.03e-02 1.001 3.57e-05 0.000451    
## 984  -2.49e-03  7.56e-03 -2.12e-02  3.20e-02 1.000 3.41e-04 0.000457    
## 985   3.47e-02 -3.07e-02  4.87e-03  4.42e-02 1.000 6.51e-04 0.000948    
## 986  -1.38e-02  1.24e-02 -3.76e-03 -1.61e-02 1.001 8.63e-05 0.000991    
## 987   1.18e-03 -1.03e-03  1.72e-05  1.64e-03 1.002 8.97e-07 0.000937    
## 988  -2.51e-02  2.35e-02 -4.86e-03 -3.02e-02 1.003 3.05e-04 0.002471   *
## 989  -3.32e-03  4.38e-03 -5.32e-03  6.91e-03 1.001 1.59e-05 0.000527    
## 990   2.60e-03 -4.25e-03  9.27e-03 -1.19e-02 1.001 4.74e-05 0.000650    
## 991  -2.40e-03  2.13e-03 -3.42e-04 -3.05e-03 1.002 3.10e-06 0.000948    
## 992   4.71e-03 -7.27e-03  8.10e-03 -1.38e-02 1.001 6.31e-05 0.000328    
## 993  -3.78e-04  1.62e-03 -1.18e-03  5.87e-03 1.001 1.15e-05 0.000224    
## 994  -6.83e-03  5.11e-03  7.01e-03 -1.77e-02 1.002 1.05e-04 0.001110    
## 995  -1.56e-03 -1.61e-03 -6.23e-04 -1.51e-02 1.000 7.62e-05 0.000215    
## 996   1.26e-03  1.19e-03 -6.95e-03  1.39e-02 1.001 6.44e-05 0.000343    
## 997   2.10e-02 -2.48e-02  2.17e-02 -2.96e-02 1.001 2.93e-04 0.000797    
## 998  -7.70e-05  5.31e-05  1.18e-04 -2.50e-04 1.002 2.09e-08 0.001204    
## 999   1.47e-02 -1.36e-02  1.58e-02  1.76e-02 1.002 1.03e-04 0.001311    
## 1000 -1.15e-02  1.01e-02 -1.28e-03 -1.49e-02 1.001 7.38e-05 0.000943    
## 1001  9.83e-03 -9.43e-03  6.08e-03  9.88e-03 1.003 3.26e-05 0.002532   *
## 1002 -6.48e-03  9.69e-03 -1.99e-02  2.46e-02 1.001 2.01e-04 0.000754    
## 1003  7.66e-02 -7.23e-02  2.13e-02  8.77e-02 1.001 2.56e-03 0.002558   *
## 1004 -6.11e-03  3.38e-03  1.65e-02 -2.95e-02 1.002 2.90e-04 0.001367    
## 1005 -1.97e-02  2.31e-02 -2.12e-02  2.72e-02 1.001 2.48e-04 0.000943    
## 1006 -1.38e-04 -2.06e-04  1.03e-03 -1.98e-03 1.001 1.30e-06 0.000353    
## 1007 -3.69e-03  2.30e-03 -7.96e-06 -7.36e-03 1.001 1.81e-05 0.000257    
## 1008  9.17e-04 -5.76e-04  1.15e-03  2.10e-03 1.001 1.47e-06 0.000306    
## 1009 -6.35e-03  1.05e-02 -1.13e-02  2.16e-02 1.000 1.55e-04 0.000296    
## 1010  8.49e-04 -1.38e-03  2.99e-03 -3.83e-03 1.001 4.89e-06 0.000658    
## 1011 -3.05e-04  2.85e-03 -1.75e-03  1.20e-02 1.000 4.80e-05 0.000219    
## 1012 -5.91e-03  3.65e-03  1.28e-02 -2.41e-02 1.002 1.94e-04 0.001299    
## 1013  4.86e-03 -1.32e-03  1.79e-02  3.02e-02 1.000 3.04e-04 0.000569    
## 1014  2.12e-02 -2.52e-02  2.18e-02 -3.01e-02 1.001 3.02e-04 0.000779    
## 1015  2.97e-03 -4.45e-03  3.45e-04 -9.01e-03 1.001 2.71e-05 0.000370    
## 1016  2.81e-03 -4.52e-03 -5.59e-04 -1.05e-02 1.001 3.70e-05 0.000371    
## 1017  1.56e-02 -1.39e-02  1.44e-02  1.85e-02 1.001 1.14e-04 0.000661    
## 1018 -5.25e-03  7.13e-03 -2.76e-03  1.14e-02 1.001 4.35e-05 0.000393    
## 1019  5.42e-03 -4.17e-03  1.21e-02  1.54e-02 1.001 7.95e-05 0.000967    
## 1020  1.26e-02 -9.94e-03  1.68e-02  2.24e-02 1.000 1.68e-04 0.000490    
## 1021  3.60e-02 -3.34e-02  3.85e-02  4.30e-02 1.001 6.16e-04 0.001288    
## 1022 -9.73e-03  1.55e-02  1.37e-03  3.52e-02 0.999 4.14e-04 0.000370    
## 1023 -4.29e-03  7.20e-03 -7.66e-03  1.50e-02 1.000 7.47e-05 0.000291    
## 1024  3.18e-04 -5.82e-04 -2.65e-04 -1.67e-03 1.001 9.30e-07 0.000379    
## 1025 -9.23e-03  1.34e-02 -1.54e-02  2.35e-02 1.000 1.84e-04 0.000377    
## 1026  5.85e-03 -5.65e-03  3.28e-03  5.93e-03 1.004 1.17e-05 0.003471   *
## 1027 -1.31e-02  1.95e-02 -1.79e-03  3.91e-02 0.998 5.10e-04 0.000371    
## 1028  1.27e-06 -6.44e-05  3.42e-05 -2.97e-04 1.001 2.95e-08 0.000218    
## 1029  6.58e-03 -7.68e-03  7.12e-03 -9.06e-03 1.002 2.73e-05 0.000969    
## 1030  2.48e-03 -1.50e-03  6.73e-03  9.73e-03 1.001 3.15e-05 0.000709    
## 1031  4.90e-03 -3.06e-03  6.12e-03  1.13e-02 1.001 4.24e-05 0.000304    
## 1032  7.43e-04 -5.89e-04  4.43e-04  9.84e-04 1.001 3.23e-07 0.000323    
## 1033  1.72e-02 -1.33e-02  9.08e-03  2.38e-02 1.000 1.88e-04 0.000301    
## 1034  2.22e-02 -2.07e-02  2.42e-02  2.67e-02 1.002 2.37e-04 0.001427    
## 1035 -5.86e-03  1.07e-02 -2.47e-02  3.32e-02 1.000 3.68e-04 0.000578    
## 1036 -1.47e-02  1.10e-02  1.59e-02 -3.92e-02 1.001 5.11e-04 0.001120    
## 1037  5.68e-04 -4.81e-04  4.49e-04  6.87e-04 1.001 1.57e-07 0.000449    
## 1038 -5.64e-03  3.65e-03  1.08e-02 -2.11e-02 1.002 1.49e-04 0.001264    
## 1039  4.98e-04  1.89e-03  7.69e-03  1.75e-02 1.001 1.02e-04 0.000458    
## 1040 -5.62e-03  9.62e-03  2.80e-03  2.50e-02 1.000 2.09e-04 0.000375    
## 1041 -4.57e-03  1.33e-03 -4.92e-03 -1.67e-02 1.000 9.33e-05 0.000235    
## 1042  3.10e-04  4.01e-03 -1.48e-02  2.56e-02 1.000 2.19e-04 0.000387    
## 1043 -8.99e-06 -2.61e-04 -7.96e-04 -1.94e-03 1.001 1.25e-06 0.000445    
## 1044 -3.89e-02  3.55e-02 -1.54e-02 -4.25e-02 1.001 6.02e-04 0.001077    
## 1045  1.93e-02 -2.32e-02  1.89e-02 -2.82e-02 1.001 2.66e-04 0.000672    
## 1046  6.29e-04 -3.67e-03  1.16e-02 -1.86e-02 1.001 1.15e-04 0.000419    
## 1047  5.80e-04 -4.17e-04 -7.40e-04  1.69e-03 1.002 9.52e-07 0.001158    
## 1048 -2.62e-03  3.58e-03 -6.87e-03  8.04e-03 1.002 2.16e-05 0.000953    
## 1049 -3.60e-03  4.92e-04  6.18e-03 -1.68e-02 1.000 9.45e-05 0.000297    
## 1050 -9.18e-04  8.12e-04 -1.28e-04 -1.17e-03 1.002 4.55e-07 0.000948    
## 1051 -3.21e-03  1.05e-03  3.38e-03 -1.15e-02 1.001 4.45e-05 0.000281    
## 1052  6.95e-03 -1.06e-02  2.77e-04 -2.23e-02 1.000 1.66e-04 0.000370    
## 1053 -1.85e-03  1.48e-03  1.10e-03 -3.80e-03 1.002 4.82e-06 0.001022    
## 1054 -5.41e-03  3.96e-03 -7.05e-03 -1.05e-02 1.001 3.65e-05 0.000393    
## 1055  1.30e-03 -3.08e-03  7.99e-03 -1.16e-02 1.001 4.45e-05 0.000493    
## 1056  1.47e-03 -2.30e-03  4.87e-03 -6.14e-03 1.001 1.26e-05 0.000696    
## 1057 -1.00e-03  2.91e-03 -2.42e-03  9.08e-03 1.001 2.75e-05 0.000231    
## 1058  5.45e-03 -3.92e-03 -7.04e-03  1.60e-02 1.002 8.54e-05 0.001161    
## 1059  3.18e-04 -4.51e-04  1.11e-04 -8.05e-04 1.001 2.16e-07 0.000377    
## 1060  1.96e-05 -5.81e-06 -2.25e-05  7.35e-05 1.001 1.80e-09 0.000284    
## 1061 -9.97e-04  1.77e-04 -1.02e-03 -4.14e-03 1.001 5.72e-06 0.000228    
## 1062 -9.47e-03  7.88e-03 -1.28e-02 -1.57e-02 1.001 8.27e-05 0.000637    
## 1063 -1.63e-02  1.95e-02 -2.51e-02  2.78e-02 1.001 2.58e-04 0.001151    
## 1064  2.73e-03  2.08e-05  2.52e-03  1.36e-02 1.000 6.15e-05 0.000222    
## 1065  5.39e-03 -8.64e-03  9.43e-03 -1.71e-02 1.000 9.73e-05 0.000309    
## 1066  1.96e-03 -2.96e-03  1.75e-04 -6.08e-03 1.001 1.23e-05 0.000370    
## 1067 -2.03e-03  3.07e-03 -1.97e-04  6.27e-03 1.001 1.31e-05 0.000370    
## 1068 -6.15e-03  4.43e-03 -2.08e-03 -9.68e-03 1.001 3.12e-05 0.000270    
## 1069 -2.20e-02  2.04e-02 -1.17e-02 -2.27e-02 1.002 1.72e-04 0.001275    
## 1070 -6.81e-03  5.96e-03 -6.04e-03 -8.06e-03 1.001 2.17e-05 0.000587    
## 1071 -7.90e-03  6.55e-03  6.20e-03 -1.78e-02 1.002 1.06e-04 0.001789   *
## 1072  1.37e-02 -1.80e-02  9.11e-03 -2.63e-02 1.000 2.30e-04 0.000421    
## 1073  2.41e-03 -3.79e-03  8.04e-03 -1.01e-02 1.001 3.43e-05 0.000692    
## 1074 -8.89e-03  1.17e-02 -5.83e-03  1.72e-02 1.001 9.83e-05 0.000418    
## 1075  1.17e-03 -1.72e-03  2.30e-04 -3.35e-03 1.001 3.73e-06 0.000372    
## 1076 -1.64e-02  1.34e-02  7.51e-03 -3.11e-02 1.001 3.23e-04 0.000994    
## 1077  5.84e-03 -4.18e-03  1.87e-03  9.31e-03 1.001 2.89e-05 0.000268    
## 1078  1.75e-03 -1.37e-03  9.67e-04  2.38e-03 1.001 1.89e-06 0.000308    
## 1079  5.78e-03 -1.86e-03  2.04e-02  3.39e-02 1.000 3.83e-04 0.000580    
## 1080  1.60e-02 -1.26e-02  9.13e-03  2.15e-02 1.000 1.55e-04 0.000314    
## 1081 -3.76e-03  5.36e-03 -1.25e-03  9.67e-03 1.001 3.11e-05 0.000376    
## 1082  2.65e-02 -3.13e-02  2.77e-02 -3.72e-02 1.000 4.62e-04 0.000825    
## 1083  5.11e-04 -9.35e-04 -4.29e-04 -2.69e-03 1.001 2.41e-06 0.000380    
## 1084 -6.70e-06  5.78e-06  3.05e-07 -9.67e-06 1.002 3.12e-11 0.000937    
## 1085 -6.06e-03  2.26e-03 -6.78e-03 -2.01e-02 1.000 1.34e-04 0.000242    
## 1086 -1.11e-04  2.03e-03 -1.14e-03  9.05e-03 1.001 2.73e-05 0.000218    
## 1087  5.94e-04 -3.32e-04 -1.36e-04  1.38e-03 1.001 6.35e-07 0.000260    
## 1088 -3.07e-04 -4.53e-03  6.37e-03 -2.28e-02 0.999 1.73e-04 0.000224    
## 1089  2.78e-03 -4.85e-03 -1.63e-03 -1.30e-02 1.001 5.60e-05 0.000376    
## 1090  9.08e-04 -3.48e-03  1.03e-02 -1.60e-02 1.001 8.49e-05 0.000438    
## 1091 -2.06e-02  1.92e-02 -2.70e-02 -2.87e-02 1.002 2.75e-04 0.001821   *
## 1092  6.12e-05  2.97e-04 -1.18e-03  2.10e-03 1.001 1.48e-06 0.000376    
## 1093  3.95e-03 -1.60e-03 -3.02e-03  1.24e-02 1.001 5.12e-05 0.000274    
## 1094 -7.84e-03  7.47e-03 -5.66e-03 -7.92e-03 1.003 2.09e-05 0.001915   *
## 1095  3.16e-03 -5.73e-03 -2.50e-03 -1.63e-02 1.001 8.81e-05 0.000379    
## 1096  2.35e-03  2.40e-03  1.74e-02  3.62e-02 0.999 4.36e-04 0.000482    
## 1097 -1.42e-03  1.62e-04  2.56e-03 -6.85e-03 1.001 1.56e-05 0.000299    
## 1098 -9.16e-04  2.93e-03 -8.31e-03  1.27e-02 1.001 5.35e-05 0.000452    
## 1099 -4.14e-03  1.51e-03 -1.41e-02 -2.31e-02 1.001 1.78e-04 0.000591    
## 1100  1.41e-04  1.73e-03  5.66e-03  1.36e-02 1.001 6.13e-05 0.000448    
## 1101 -3.87e-02  4.63e-02 -3.86e-02  5.58e-02 0.999 1.04e-03 0.000708    
## 1102 -5.22e-04 -8.76e-04  4.24e-03 -8.05e-03 1.001 2.16e-05 0.000356    
## 1103  3.74e-03 -6.43e-03  1.45e-02 -1.90e-02 1.001 1.21e-04 0.000611    
## 1104 -3.86e-03  8.23e-03  6.62e-03  2.85e-02 1.000 2.70e-04 0.000391    
## 1105  1.46e-03  4.78e-04  7.91e-03  1.53e-02 1.001 7.78e-05 0.000506    
## 1106  9.97e-03 -1.56e-02 -5.51e-04 -3.41e-02 0.999 3.88e-04 0.000370    
## 1107 -8.56e-03  4.26e-03  3.80e-03 -2.26e-02 1.000 1.71e-04 0.000265    
## 1108  2.36e-02 -2.78e-02  2.47e-02 -3.30e-02 1.001 3.63e-04 0.000845    
## 1109  1.15e-03 -2.06e-03 -8.18e-04 -5.72e-03 1.001 1.09e-05 0.000378    
## 1110 -6.29e-02  5.91e-02 -3.81e-02 -6.41e-02 1.000 1.37e-03 0.001450    
## 1111 -2.78e-02  2.36e-02  4.66e-03 -4.36e-02 1.000 6.35e-04 0.000947    
## 1112 -1.14e-04 -4.23e-04  1.74e-03 -3.14e-03 1.001 3.28e-06 0.000372    
## 1113  2.74e-02 -2.46e-02  2.64e-02  3.23e-02 1.001 3.48e-04 0.000782    
## 1114 -1.56e-02  1.12e-02 -2.02e-02 -3.07e-02 0.999 3.14e-04 0.000377    
## 1115  8.69e-04 -3.17e-03  9.25e-03 -1.43e-02 1.001 6.84e-05 0.000442    
## 1116  3.15e-02 -2.70e-02 -2.49e-03  4.64e-02 1.000 7.19e-04 0.000939    
## 1117  7.67e-03 -1.02e-02  4.75e-03 -1.53e-02 1.001 7.84e-05 0.000409    
## 1118  1.29e-02 -1.52e-02  1.97e-02 -2.15e-02 1.002 1.54e-04 0.001369    
## 1119  1.77e-02 -1.50e-02  1.40e-02  2.14e-02 1.000 1.52e-04 0.000450    
## 1120 -1.32e-04 -1.49e-03  5.53e-03 -9.59e-03 1.001 3.07e-05 0.000386    
## 1121  1.72e-02 -2.03e-02  1.80e-02 -2.41e-02 1.001 1.93e-04 0.000835    
## 1122 -1.25e-01  1.19e-01 -9.13e-02 -1.26e-01 0.998 5.30e-03 0.001969   *
## 1123  7.14e-04 -4.95e-04  1.76e-04  1.20e-03 1.001 4.79e-07 0.000263    
## 1124  4.81e-03 -5.76e-03  4.77e-03 -6.96e-03 1.001 1.62e-05 0.000697    
## 1125  3.61e-05 -6.00e-04 -1.58e-03 -4.01e-03 1.001 5.36e-06 0.000438    
## 1126  9.60e-04 -7.01e-04  2.26e-03  2.97e-03 1.001 2.94e-06 0.000874    
## 1127 -4.33e-04  3.04e-03  6.87e-03  1.83e-02 1.001 1.12e-04 0.000431    
## 1128  6.29e-03 -4.49e-03  1.51e-02  2.01e-02 1.001 1.35e-04 0.000842    
## 1129  8.84e-05 -3.08e-05  3.06e-04  5.03e-04 1.001 8.43e-08 0.000587    
## 1130  2.21e-02 -2.12e-02  2.60e-02  2.74e-02 1.003 2.51e-04 0.002619   *
## 1131  1.65e-03  2.09e-04  7.99e-03  1.49e-02 1.001 7.43e-05 0.000518    
## 1132 -1.29e-03  4.70e-03  7.85e-03  2.34e-02 1.000 1.82e-04 0.000417    
## 1133 -1.74e-03  8.10e-03  1.57e-02  4.41e-02 0.998 6.47e-04 0.000423    
## 1134 -1.29e-03  6.17e-03  1.21e-02  3.39e-02 0.999 3.84e-04 0.000424    
## 1135  3.38e-04  5.15e-03  1.64e-02  3.96e-02 0.999 5.23e-04 0.000447    
## 1136 -1.81e-03  2.42e-03 -1.09e-03  3.67e-03 1.001 4.50e-06 0.000406    
## 1137  1.84e-03 -1.32e-03  4.38e-03  5.82e-03 1.001 1.13e-05 0.000851    
## 1138 -8.62e-03  6.75e-03 -1.15e-02 -1.54e-02 1.001 7.88e-05 0.000482    
## 1139 -1.17e-03  1.77e-03 -9.56e-05  3.65e-03 1.001 4.44e-06 0.000370    
## 1140  5.06e-03 -3.82e-03  1.15e-02  1.48e-02 1.001 7.32e-05 0.000931    
## 1141  1.12e-03 -7.38e-04  2.87e-03  4.01e-03 1.001 5.36e-06 0.000761    
## 1142 -1.52e-03  8.12e-04 -4.42e-03 -6.67e-03 1.001 1.48e-05 0.000660    
## 1143  1.30e-04  5.10e-05  7.26e-04  1.42e-03 1.001 6.68e-07 0.000502    
## 1144  1.09e-03 -1.85e-04  4.32e-03  7.54e-03 1.001 1.90e-05 0.000551    
## 1145 -4.17e-02  4.94e-02 -4.29e-02  5.90e-02 0.999 1.16e-03 0.000782    
## 1146  6.11e-03 -4.55e-03  1.41e-02  1.83e-02 1.001 1.12e-04 0.000905    
## 1147 -1.26e-03  2.10e-03  4.76e-04  5.24e-03 1.001 9.16e-06 0.000373    
## 1148 -1.61e-03  4.87e-03  6.92e-03  2.21e-02 1.000 1.62e-04 0.000410    
## 1149 -1.52e-03  1.12e-03 -3.52e-03 -4.60e-03 1.002 7.06e-06 0.000894    
## 1150  4.23e-03 -8.65e-03 -6.17e-03 -2.86e-02 1.000 2.72e-04 0.000388    
## 1151  7.10e-04  2.99e-04  5.05e-04  4.88e-03 1.001 7.93e-06 0.000217    
## 1152  4.34e-02 -4.03e-02  2.29e-02  4.50e-02 1.001 6.74e-04 0.001263    
## 1153  2.03e-02 -1.89e-02  2.22e-02  2.44e-02 1.002 1.99e-04 0.001463    
## 1154 -7.73e-05  1.23e-04  1.10e-05  2.80e-04 1.001 2.62e-08 0.000370    
## 1155  7.12e-04 -1.93e-03 -2.43e-03 -8.20e-03 1.001 2.24e-05 0.000405    
## 1156  1.51e-03  7.95e-04  9.04e-03  1.79e-02 1.001 1.07e-04 0.000496    
## 1157 -1.48e-03 -4.62e-03 -2.00e-02 -4.50e-02 0.998 6.76e-04 0.000461    
## 1158  7.18e-03 -6.29e-03  4.35e-04  9.64e-03 1.001 3.10e-05 0.000938    
## 1159 -6.54e-03  3.23e-03 -1.99e-02 -3.06e-02 1.000 3.13e-04 0.000638    
## 1160  1.04e-02 -7.02e-03  2.60e-02  3.58e-02 1.000 4.27e-04 0.000785    
## 1161  7.29e-03 -5.99e-03  5.10e-03  9.15e-03 1.001 2.79e-05 0.000373    
## 1162  5.60e-04  1.22e-03  6.05e-03  1.33e-02 1.001 5.88e-05 0.000467    
## 1163 -1.23e-02  8.34e-03 -2.44e-03 -2.13e-02 1.000 1.52e-04 0.000261    
## 1164  9.22e-04 -5.16e-04  2.62e-03  3.90e-03 1.001 5.08e-06 0.000675    
## 1165  2.54e-04 -3.15e-03 -8.00e-03 -2.06e-02 1.000 1.41e-04 0.000436    
## 1166  2.02e-05 -6.30e-06  7.20e-05  1.20e-04 1.001 4.82e-09 0.000577    
## 1167 -2.07e-03 -2.58e-17  1.91e-17 -9.70e-03 1.001 3.14e-05 0.000207    
## 1168 -1.73e-06  2.42e-04 -1.26e-04  1.13e-03 1.001 4.28e-07 0.000217    
## 1169 -6.08e-03  8.99e-03 -1.09e-03  1.76e-02 1.000 1.04e-04 0.000371    
## 1170  5.81e-03 -1.92e-03 -5.99e-03  2.07e-02 1.000 1.43e-04 0.000281    
## 1171  2.68e-04 -3.83e-04  8.94e-05 -6.89e-04 1.001 1.58e-07 0.000376    
## 1172  9.29e-04 -2.71e-03  7.50e-03 -1.13e-02 1.001 4.23e-05 0.000462    
## 1173 -9.34e-04 -3.96e-04  3.45e-03 -7.44e-03 1.001 1.84e-05 0.000328    
## 1174  6.12e-03 -5.63e-03  6.40e-03  7.27e-03 1.002 1.76e-05 0.001138    
## 1175  5.12e-04 -2.02e-03  1.51e-03 -7.13e-03 1.001 1.69e-05 0.000225    
## 1176 -4.10e-03  2.60e-03 -1.08e-02 -1.53e-02 1.001 7.81e-05 0.000735    
## 1177 -1.26e-03  4.27e-03 -3.35e-03  1.43e-02 1.000 6.81e-05 0.000227    
## 1178  1.04e-02 -9.06e-03  9.12e-03  1.23e-02 1.001 5.05e-05 0.000570    
## 1179 -3.24e-05  4.03e-03 -2.10e-03  1.89e-02 1.000 1.18e-04 0.000217    
## 1180  1.75e-02 -1.59e-02  1.78e-02  2.07e-02 1.001 1.43e-04 0.000995    
## 1181 -1.85e-03  4.63e-03 -4.09e-03  1.33e-02 1.000 5.89e-05 0.000237    
## 1182  3.64e-03 -2.83e-03  2.00e-03  4.95e-03 1.001 8.18e-06 0.000307    
## 1183  2.39e-03  2.41e-04  2.09e-03  1.29e-02 1.000 5.56e-05 0.000220    
## 1184  1.50e-03 -6.72e-03 -1.28e-02 -3.62e-02 0.999 4.36e-04 0.000423    
## 1185  8.03e-04 -6.13e-04 -7.23e-04  1.96e-03 1.002 1.27e-06 0.001085    
## 1186 -4.49e-04  2.52e-04 -5.45e-04 -1.14e-03 1.001 4.33e-07 0.000278    
## 1187  6.09e-03 -4.30e-03  1.76e-03  9.92e-03 1.001 3.28e-05 0.000266    
## 1188  3.27e-02 -3.85e-02  3.44e-02 -4.57e-02 1.000 6.96e-04 0.000856    
## 1189  1.28e-02 -1.60e-02  1.09e-02 -2.07e-02 1.001 1.42e-04 0.000513    
## 1190  1.19e-02 -1.03e-02  1.50e-05  1.66e-02 1.001 9.18e-05 0.000937    
## 1191 -8.81e-03  7.54e-03  9.33e-04 -1.32e-02 1.001 5.85e-05 0.000941    
## 1192 -9.61e-03  7.82e-03 -6.43e-03 -1.22e-02 1.001 4.99e-05 0.000356    
## 1193  6.75e-03 -3.02e-03  7.81e-03  2.02e-02 1.000 1.36e-04 0.000252    
## 1194 -4.13e-03  8.46e-04  6.10e-03 -1.77e-02 1.000 1.04e-04 0.000292    
## 1195  1.38e-02 -1.99e-02  3.85e-03 -3.70e-02 0.999 4.57e-04 0.000374    
## 1196 -2.18e-03  6.41e-04  2.53e-03 -8.21e-03 1.001 2.25e-05 0.000284    
## 1197 -9.11e-03  1.50e-02  2.62e-03  3.61e-02 0.999 4.34e-04 0.000372    
## 1198  6.92e-03 -5.92e-03  5.65e-03  8.31e-03 1.001 2.30e-05 0.000478    
## 1199  3.93e-03  6.92e-04 -1.11e-02  2.55e-02 1.000 2.18e-04 0.000317    
## 1200  7.72e-03 -9.73e-03  1.73e-02 -1.92e-02 1.002 1.23e-04 0.001377    
## 1201 -8.06e-02  7.59e-02 -5.14e-02 -8.17e-02 1.000 2.22e-03 0.001549   *
## 1202  6.51e-03 -3.03e-03 -3.64e-03  1.84e-02 1.000 1.12e-04 0.000268    
## 1203 -2.16e-03  1.09e-04  4.37e-03 -1.12e-02 1.001 4.18e-05 0.000304    
## 1204  1.18e-03 -9.16e-04  6.30e-04  1.63e-03 1.001 8.83e-07 0.000303    
## 1205 -1.95e-03  8.95e-04  1.13e-03 -5.56e-03 1.001 1.03e-05 0.000268    
## 1206 -1.03e-02  6.44e-03  2.22e-05 -2.07e-02 1.000 1.43e-04 0.000257    
## 1207  1.12e-03  2.23e-04 -3.24e-03  7.42e-03 1.001 1.84e-05 0.000318    
## 1208  6.07e-04 -1.21e-03  2.93e-03 -4.06e-03 1.001 5.48e-06 0.000539    
## 1209 -1.28e-02  7.96e-03  1.19e-04 -2.58e-02 0.999 2.21e-04 0.000257    
## 1210 -4.38e-04 -1.18e-04  1.38e-03 -3.09e-03 1.001 3.19e-06 0.000321    
## 1211  2.20e-03 -2.96e-03  1.25e-03 -4.60e-03 1.001 7.07e-06 0.000399    
## 1212 -1.08e-03  1.89e-03 -4.29e-03  5.67e-03 1.001 1.07e-05 0.000601    
## 1213 -5.33e-04  1.66e-04 -1.90e-03 -3.17e-03 1.001 3.35e-06 0.000577    
## 1214  6.43e-03 -3.89e-03 -4.25e-04  1.34e-02 1.000 6.03e-05 0.000258    
## 1215 -1.01e-02  6.25e-03  2.02e-04 -2.05e-02 1.000 1.40e-04 0.000257    
## 1216  8.17e-03 -6.88e-03 -1.83e-03  1.33e-02 1.001 5.90e-05 0.000955    
## 1217 -3.95e-03  5.94e-03 -1.22e-02  1.51e-02 1.001 7.60e-05 0.000749    
## 1218 -8.85e-04  1.22e-03 -4.08e-04  2.04e-03 1.001 1.39e-06 0.000385    
## 1219 -5.12e-04  6.26e-04 -4.72e-04  7.81e-04 1.001 2.03e-07 0.000583    
## 1220 -8.54e-03  5.44e-03 -3.93e-04 -1.65e-02 1.000 9.11e-05 0.000258    
## 1221 -8.81e-03  7.20e-03 -6.02e-03 -1.11e-02 1.001 4.13e-05 0.000364    
## 1222  4.96e-03 -4.26e-03 -2.29e-03  9.27e-03 1.002 2.86e-05 0.001675   *
## 1223 -9.34e-03  1.15e-02 -8.36e-03  1.46e-02 1.001 7.06e-05 0.000552    
## 1224  1.21e-02 -1.59e-02  8.00e-03 -2.32e-02 1.000 1.80e-04 0.000420    
## 1225 -5.27e-03  7.31e-03 -2.35e-03  1.23e-02 1.001 5.04e-05 0.000384    
## 1226  2.11e-03 -9.08e-04  6.80e-03  1.08e-02 1.001 3.90e-05 0.000612    
## 1227 -1.63e-05 -6.71e-03 -1.95e-02 -4.82e-02 0.998 7.75e-04 0.000442   *
## 1228  7.42e-04  1.75e-03 -2.08e-04  1.18e-02 1.000 4.64e-05 0.000215    
## 1229  1.05e-02 -4.55e-03  3.36e-02  5.34e-02 0.998 9.50e-04 0.000613    
## 1230 -1.15e-02  1.02e-02 -2.30e-03 -1.40e-02 1.001 6.56e-05 0.000962    
## 1231 -2.83e-03  5.63e-03  3.68e-03  1.80e-02 1.000 1.08e-04 0.000386    
## 1232 -2.60e-03  5.04e-03  2.98e-03  1.56e-02 1.001 8.13e-05 0.000384    
## 1233  5.06e-03 -4.64e-03  5.22e-03  6.00e-03 1.002 1.20e-05 0.001062    
## 1234 -7.64e-03  6.23e-03 -5.15e-03 -9.70e-03 1.001 3.14e-05 0.000359    
## 1235  2.51e-03 -2.02e-03  3.36e-03  4.32e-03 1.001 6.23e-06 0.000545    
## 1236 -3.32e-04 -1.46e-03  4.42e-04 -8.47e-03 1.001 2.39e-05 0.000215    
## 1237  1.84e-03  1.53e-03  9.23e-04  1.62e-02 1.000 8.70e-05 0.000215    
## 1238 -5.82e-03  4.29e-03 -1.36e-02 -1.77e-02 1.001 1.05e-04 0.000889    
## 1239 -7.04e-03  9.51e-03 -3.91e-03  1.49e-02 1.001 7.42e-05 0.000397    
## 1240  6.36e-03 -1.14e-02 -4.68e-03 -3.19e-02 0.999 3.39e-04 0.000378    
## 1241  4.59e-03 -2.70e-03  1.27e-02  1.85e-02 1.001 1.14e-04 0.000696    
## 1242 -1.69e-03  4.31e-03  4.93e-03  1.74e-02 1.001 1.01e-04 0.000402    
## 1243  6.58e-03 -8.76e-05 -1.41e-02  3.55e-02 0.998 4.19e-04 0.000306    
## 1244 -6.24e-04  2.69e-04 -2.01e-03 -3.19e-03 1.001 3.38e-06 0.000613    
## 1245 -5.52e-03  7.44e-03 -3.10e-03  1.16e-02 1.001 4.50e-05 0.000398    
## 1246  6.60e-03 -9.11e-03  3.08e-03 -1.51e-02 1.001 7.63e-05 0.000386    
## 1247 -2.82e-03  2.08e-03 -1.13e-03 -4.24e-03 1.001 5.98e-06 0.000277    
## 1248  3.02e-02 -2.72e-02  2.94e-02  3.57e-02 1.000 4.24e-04 0.000806    
## 1249  1.79e-04 -1.19e-03 -2.63e-03 -7.06e-03 1.001 1.66e-05 0.000430    
## 1250 -4.92e-03  8.77e-03  3.43e-03  2.42e-02 1.000 1.96e-04 0.000377    
## 1251 -4.60e-02  4.41e-02 -2.71e-02 -4.65e-02 1.002 7.22e-04 0.002379   *
## 1252  2.92e-02 -2.59e-02 -4.52e-03  4.47e-02 1.001 6.65e-04 0.001589    
## 1253 -3.77e-03  3.15e-03  1.07e-03 -6.38e-03 1.002 1.36e-05 0.000963    
## 1254  1.25e-04  1.10e-03 -4.17e-03  7.27e-03 1.001 1.76e-05 0.000383    
## 1255 -7.62e-03  4.22e-03 -2.18e-02 -3.25e-02 1.000 3.53e-04 0.000671    
## 1256  1.55e-03 -2.29e-03  2.83e-04 -4.48e-03 1.001 6.68e-06 0.000371    
## 1257 -1.89e-02  1.36e-02 -2.45e-02 -3.75e-02 0.999 4.68e-04 0.000376    
## 1258 -5.58e-02  4.92e-02 -6.19e-03 -7.24e-02 0.998 1.75e-03 0.000943   *
## 1259 -8.83e-03  7.86e-03 -1.61e-03 -1.09e-02 1.002 3.99e-05 0.000957    
## 1260 -2.85e-03 -1.92e-04 -2.55e-03 -1.50e-02 1.000 7.47e-05 0.000221    
## 1261 -8.31e-03  5.67e-03 -1.71e-03 -1.44e-02 1.000 6.87e-05 0.000261    
## 1262 -1.89e-03 -6.55e-04 -1.04e-02 -2.00e-02 1.001 1.34e-04 0.000504    
## 1263  3.86e-03 -3.42e-03 -6.31e-04  5.94e-03 1.002 1.18e-05 0.001591   *
## 1264  6.65e-03 -4.65e-03  1.76e-03  1.10e-02 1.001 4.05e-05 0.000264    
## 1265  8.88e-03 -1.31e-02  1.63e-03 -2.57e-02 1.000 2.20e-04 0.000371    
## 1266 -1.79e-02  2.25e-02 -1.46e-02  2.99e-02 1.000 2.97e-04 0.000486    
## 1267  7.68e-03 -4.16e-03  2.23e-02  3.35e-02 1.000 3.73e-04 0.000663    
## 1268 -9.65e-04  6.22e-04 -1.21e-03 -2.15e-03 1.001 1.54e-06 0.000315    
## 1269  1.95e-03 -4.26e-03 -3.62e-03 -1.51e-02 1.001 7.57e-05 0.000393    
## 1270  1.40e-02 -1.92e-02  7.15e-03 -3.10e-02 0.999 3.21e-04 0.000391    
## 1271  1.02e-02 -1.21e-02  1.04e-02 -1.45e-02 1.001 7.04e-05 0.000765    
## 1272 -1.04e-03  6.80e-04 -2.69e-03 -3.77e-03 1.001 4.75e-06 0.000754    
## 1273  7.81e-04 -6.05e-04  4.15e-04  1.08e-03 1.001 3.87e-07 0.000302    
## 1274  1.99e-02 -2.57e-02  1.42e-02 -3.63e-02 0.999 4.40e-04 0.000437    
## 1275  8.96e-03 -1.13e-02  7.17e-03 -1.52e-02 1.001 7.65e-05 0.000477    
## 1276 -4.10e-03  2.77e-03 -7.38e-04 -7.23e-03 1.001 1.74e-05 0.000260    
## 1277 -3.76e-04  2.53e-04 -6.28e-05 -6.69e-04 1.001 1.49e-07 0.000260    
## 1278  5.37e-03 -7.34e-03  2.73e-03 -1.19e-02 1.001 4.69e-05 0.000391    
## 1279 -2.45e-05  1.55e-03  4.37e-03  1.09e-02 1.001 3.95e-05 0.000441    
## 1280  2.49e-04 -1.38e-04  7.10e-04  1.06e-03 1.001 3.73e-07 0.000673    
## 1281  2.68e-04  3.34e-18 -2.47e-18  1.26e-03 1.001 5.26e-07 0.000207    
## 1282  4.15e-03 -3.63e-03  3.68e-03  4.92e-03 1.001 8.06e-06 0.000586    
## 1283 -4.88e-03  9.03e-03  4.37e-03  2.63e-02 1.000 2.31e-04 0.000380    
## 1284  5.19e-04 -6.88e-04  3.26e-04 -1.03e-03 1.001 3.53e-07 0.000411    
## 1285  3.77e-03  4.69e-17 -3.47e-17  1.76e-02 1.000 1.04e-04 0.000207    
## 1286  7.43e-03  9.24e-17 -6.83e-17  3.48e-02 0.997 4.03e-04 0.000207   *
## 1287 -2.11e-02  2.75e-02 -1.45e-02  3.95e-02 0.999 5.20e-04 0.000427    
## 1288  2.99e-03  3.72e-17 -2.75e-17  1.40e-02 1.000 6.53e-05 0.000207    
## 1289  4.08e-04 -2.71e-03 -6.02e-03 -1.61e-02 1.001 8.68e-05 0.000430    
## 1290  4.44e-03  5.52e-17 -4.08e-17  2.08e-02 1.000 1.44e-04 0.000207    
## 1291  9.20e-03  1.14e-16 -8.47e-17  4.31e-02 0.995 6.18e-04 0.000207   *
## 1292  4.01e-03 -2.33e-03  1.12e-02  1.64e-02 1.001 9.00e-05 0.000689    
## 1293  2.94e-03  3.66e-17 -2.70e-17  1.38e-02 1.000 6.32e-05 0.000207    
## 1294  5.55e-03  6.91e-17 -5.11e-17  2.60e-02 0.999 2.25e-04 0.000207    
## 1295 -8.10e-05  7.66e-05 -9.19e-05 -9.88e-05 1.003 3.25e-09 0.001929   *
## 1296  4.60e-03  5.72e-17 -4.23e-17  2.15e-02 0.999 1.55e-04 0.000207    
## 1297  2.54e-03 -9.63e-04  8.56e-03  1.39e-02 1.001 6.45e-05 0.000595    
## 1298  4.63e-03  5.76e-17 -4.26e-17  2.17e-02 0.999 1.57e-04 0.000207    
## 1299  3.94e-03  4.90e-17 -3.63e-17  1.85e-02 1.000 1.13e-04 0.000207    
## 1300  8.77e-03 -6.48e-03  2.04e-02  2.67e-02 1.001 2.37e-04 0.000891    
## 1301 -2.34e-03  6.31e-03 -1.71e-02  2.53e-02 1.000 2.14e-04 0.000472    
## 1302  6.23e-03  7.76e-17 -5.74e-17  2.92e-02 0.998 2.84e-04 0.000207    
## 1303  1.28e-03  1.60e-17 -1.18e-17  6.01e-03 1.001 1.21e-05 0.000207    
## 1304  3.23e-02 -2.96e-02  3.33e-02  3.83e-02 1.001 4.89e-04 0.001053    
## 1305 -2.32e-03  2.12e-03 -2.37e-03 -2.75e-03 1.002 2.52e-06 0.001000    
## 1306  5.81e-04 -3.57e-05  2.49e-03  4.48e-03 1.001 6.68e-06 0.000536    
## 1307 -7.39e-04  2.61e-03  4.27e-03  1.28e-02 1.001 5.49e-05 0.000416    
## 1308  4.83e-03  6.01e-17 -4.44e-17  2.26e-02 0.999 1.71e-04 0.000207    
## 1309  4.43e-04  5.51e-18 -4.08e-18  2.08e-03 1.001 1.44e-06 0.000207    
## 1310  2.24e-03  2.79e-17 -2.06e-17  1.05e-02 1.000 3.67e-05 0.000207    
## 1311  1.91e-04  2.38e-18 -1.76e-18  8.95e-04 1.001 2.67e-07 0.000207    
## 1312  1.25e-03  2.02e-03  1.14e-02  2.46e-02 1.000 2.01e-04 0.000472    
## 1313 -1.30e-02  1.94e-02 -1.66e-03  3.91e-02 0.998 5.09e-04 0.000371    
## 1314  8.77e-05 -3.32e-04  9.77e-04 -1.52e-03 1.001 7.70e-07 0.000439    
## 1315 -3.88e-03  8.21e-03  6.47e-03  2.82e-02 1.000 2.64e-04 0.000390    
## 1316  1.44e-02 -2.04e-02  5.36e-03 -3.58e-02 0.999 4.27e-04 0.000378    
## 1317 -5.94e-03  7.36e-03 -5.23e-03  9.38e-03 1.001 2.93e-05 0.000537    
## 1318 -5.83e-03  4.81e-03 -7.88e-03 -9.78e-03 1.001 3.19e-05 0.000610    
## 1319  2.93e-04 -6.00e-04 -4.31e-04 -1.99e-03 1.001 1.32e-06 0.000388    
## 1320  9.89e-03 -7.24e-03  2.32e-02  3.05e-02 1.001 3.11e-04 0.000876    
## 1321  6.11e-03 -8.94e-03  1.39e-03 -1.71e-02 1.001 9.73e-05 0.000372    
## 1322  5.23e-03 -6.76e-03  3.74e-03 -9.56e-03 1.001 3.04e-05 0.000437    
## 1323 -4.67e-03  8.93e-03  5.02e-03  2.72e-02 1.000 2.47e-04 0.000383    
## 1324 -1.07e-02  8.95e-03 -2.20e-02 -2.63e-02 1.002 2.30e-04 0.001242    
## 1325 -2.23e-02  1.90e-02 -1.80e-02 -2.68e-02 1.000 2.40e-04 0.000466    
## 1326 -1.05e-03  2.91e-03  3.75e-03  1.25e-02 1.001 5.22e-05 0.000406    
## 1327 -5.07e-03  1.05e-02  7.91e-03  3.55e-02 0.999 4.20e-04 0.000389    
## 1328 -9.64e-03  5.12e-03 -1.16e-02 -2.57e-02 0.999 2.19e-04 0.000269    
## 1329 -5.10e-03  4.08e-03 -3.18e-03 -6.66e-03 1.001 1.48e-05 0.000333    
## 1330  6.09e-03 -2.23e-03  2.07e-02  3.39e-02 1.000 3.82e-04 0.000592    
## 1331 -1.99e-03  4.75e-03 -1.24e-02  1.79e-02 1.001 1.07e-04 0.000492    
## 1332  1.36e-03 -2.53e-03 -1.23e-03 -7.39e-03 1.001 1.82e-05 0.000380    
## 1333 -2.69e-03  1.96e-03 -6.34e-03 -8.36e-03 1.001 2.33e-05 0.000869    
## 1334  2.68e-04  2.29e-03 -8.68e-03  1.52e-02 1.001 7.65e-05 0.000383    
## 1335  5.96e-03 -7.75e-03  4.15e-03 -1.11e-02 1.001 4.09e-05 0.000430    
## 1336 -1.22e-03  3.90e-03  5.86e-03  1.82e-02 1.001 1.11e-04 0.000413    
## 1337  1.92e-04 -3.24e-04 -8.05e-05 -8.20e-04 1.001 2.24e-07 0.000374    
## 1338  1.17e-03  2.57e-03  1.27e-02  2.79e-02 1.000 2.59e-04 0.000467    
## 1339 -9.11e-03  7.02e-03 -2.04e-02 -2.59e-02 1.001 2.23e-04 0.000972    
## 1340  6.08e-04 -1.70e-03 -2.22e-03 -7.38e-03 1.001 1.81e-05 0.000407    
## 1341 -3.62e-03  2.02e-03  8.21e-04 -8.39e-03 1.001 2.35e-05 0.000260    
## 1342 -9.27e-03  8.14e-03 -1.78e-02 -2.03e-02 1.002 1.37e-04 0.001617   *
## 1343  1.31e-02 -1.70e-02  3.10e-02 -3.49e-02 1.001 4.07e-04 0.001201    
## 1344 -2.29e-03 -2.86e-17  2.11e-17 -1.08e-02 1.000 3.85e-05 0.000207    
## 1345  2.51e-02 -3.13e-02  2.15e-02 -4.04e-02 0.999 5.44e-04 0.000517    
## 1346  5.23e-03 -3.91e-03 -5.43e-03  1.36e-02 1.002 6.21e-05 0.001112    
## 1347  3.06e-03 -7.11e-03 -6.94e-03 -2.67e-02 1.000 2.38e-04 0.000397    
## 1348  2.50e-02 -2.07e-02 -2.06e-02  5.76e-02 1.001 1.11e-03 0.001802    
## 1349  9.50e-03 -1.35e-02  2.68e-02 -3.22e-02 1.001 3.45e-04 0.000844    
## 1350  4.53e-02 -4.17e-02 -1.28e-03  6.34e-02 1.002 1.34e-03 0.002408   *
## 1351  1.29e-02 -1.87e-02  3.37e-03 -3.50e-02 0.999 4.08e-04 0.000373    
## 1352  2.52e-03 -3.85e-03  8.02e-03 -1.00e-02 1.001 3.33e-05 0.000724    
## 1353  9.48e-04 -2.21e-03  5.69e-03 -8.20e-03 1.001 2.24e-05 0.000497    
## 1354 -1.59e-02  1.29e-02  7.80e-03 -3.08e-02 1.001 3.16e-04 0.001001    
## 1355  2.95e-03 -2.48e-03 -6.81e-04  4.83e-03 1.002 7.77e-06 0.000956    
## 1356 -2.11e-03  9.53e-04  1.28e-03 -6.11e-03 1.001 1.25e-05 0.000269    
## 1357 -3.60e-03  1.54e-03  2.48e-03 -1.09e-02 1.001 3.94e-05 0.000272    
## 1358 -3.04e-03 -7.41e-04  9.31e-03 -2.10e-02 1.000 1.47e-04 0.000320    
## 1359  2.85e-02 -2.28e-02 -1.64e-02  5.79e-02 1.000 1.12e-03 0.001018    
## 1360 -1.57e-01  1.53e-01 -1.27e-01 -1.59e-01 1.001 8.46e-03 0.004328   *
## 1361 -7.50e-04 -1.78e-04  2.28e-03 -5.15e-03 1.001 8.84e-06 0.000320    
## 1362  3.82e-04  1.49e-03 -6.11e-03  1.10e-02 1.001 4.02e-05 0.000373    
## 1363  1.68e-02 -1.32e-02 -2.16e-02  4.86e-02 1.002 7.88e-04 0.001961   *
## 1364 -7.67e-03  1.25e-02 -2.71e-02  3.47e-02 1.000 4.01e-04 0.000656    
## 1365 -6.20e-03  2.79e-03  3.78e-03 -1.80e-02 1.000 1.08e-04 0.000269    
## 1366 -6.50e-03  5.20e-03  3.82e-03 -1.33e-02 1.002 5.90e-05 0.001020    
## 1367 -1.02e-03  4.47e-03 -1.35e-02  2.13e-02 1.000 1.51e-04 0.000431    
## 1368 -7.29e-03  1.09e-02 -1.24e-02  2.00e-02 1.000 1.33e-04 0.000348    
## 1369  3.39e-02 -4.15e-02  5.27e-02 -6.04e-02 0.999 1.21e-03 0.000901    
## 1370  4.30e-03 -7.21e-03  7.68e-03 -1.50e-02 1.000 7.51e-05 0.000291    
## 1371 -3.84e-04  3.05e-04  2.47e-04 -8.13e-04 1.002 2.20e-07 0.001032    
## 1372  2.65e-03 -4.78e-03  4.91e-03 -1.07e-02 1.001 3.82e-05 0.000272    
## 1373 -1.76e-03  2.49e-03 -4.93e-03  5.89e-03 1.001 1.16e-05 0.000856    
## 1374 -7.11e-03  2.57e-03  3.10e-02 -5.04e-02 1.001 8.46e-04 0.001509    
## 1375  2.41e-03 -1.35e-04  2.30e-03  1.13e-02 1.000 4.26e-05 0.000224    
## 1376  4.47e-03 -3.55e-03 -2.82e-03  9.39e-03 1.002 2.94e-05 0.001029    
## 1377 -3.91e-03  5.69e-03 -6.54e-03  1.00e-02 1.001 3.36e-05 0.000373    
## 1378  3.07e-02 -3.49e-02  3.59e-02 -4.11e-02 1.002 5.63e-04 0.001564    
## 1379  3.46e-04 -1.29e-03  3.80e-03 -5.90e-03 1.001 1.16e-05 0.000440    
## 1380  7.81e-03 -5.61e-03  1.01e-02  1.55e-02 1.001 8.00e-05 0.000375    
## 1381  2.95e-03 -8.55e-04  1.07e-02  1.80e-02 1.001 1.08e-04 0.000572    
## 1382  6.22e-04 -9.83e-04 -7.01e-05 -2.21e-03 1.001 1.63e-06 0.000370    
## 1383  7.24e-04  1.90e-03  8.75e-03  1.95e-02 1.001 1.26e-04 0.000464    
## 1384 -1.42e-02  1.24e-02 -1.95e-02 -2.22e-02 1.001 1.65e-04 0.000931    
## 1385  1.27e-02 -1.11e-02  1.01e-03  1.68e-02 1.001 9.40e-05 0.000940    
## 1386 -2.62e-02  2.38e-02 -2.62e-02 -3.10e-02 1.001 3.19e-04 0.000912    
## 1387  3.93e-04 -7.07e-04 -2.93e-04 -1.98e-03 1.001 1.31e-06 0.000378    
## 1388 -2.79e-03  4.06e-03 -6.92e-04  7.67e-03 1.001 1.96e-05 0.000373    
## 1389 -9.79e-03  1.24e-02 -7.78e-03  1.66e-02 1.001 9.22e-05 0.000474    
## 1390 -3.65e-03  4.76e-03 -2.48e-03  6.89e-03 1.001 1.58e-05 0.000425    
## 1391  1.14e-02 -1.04e-02  1.16e-02  1.35e-02 1.001 6.09e-05 0.000987    
## 1392  8.43e-04 -1.01e-05 -1.82e-03  4.55e-03 1.001 6.92e-06 0.000306    
## 1393 -1.84e-02  2.17e-02 -1.93e-02  2.58e-02 1.001 2.22e-04 0.000846    
## 1394  7.18e-03 -9.15e-03  5.56e-03 -1.24e-02 1.001 5.16e-05 0.000462    
## 1395  3.40e-04 -2.40e-03 -5.44e-03 -1.45e-02 1.001 7.00e-05 0.000431    
## 1396  1.40e-04  3.46e-04 -4.77e-05  2.30e-03 1.001 1.77e-06 0.000215    
## 1397  2.82e-02 -2.47e-02  2.51e-02  3.34e-02 1.000 3.71e-04 0.000595    
## 1398 -7.63e-03  6.46e-03 -6.00e-03 -9.24e-03 1.001 2.85e-05 0.000445    
## 1399 -8.78e-03  8.20e-03 -3.01e-03 -9.73e-03 1.002 3.16e-05 0.001739   *
## 1400  4.64e-04  6.48e-04  3.95e-03  8.39e-03 1.001 2.34e-05 0.000475    
## 1401 -2.97e-04  8.88e-04  1.25e-03  4.00e-03 1.001 5.35e-06 0.000410    
## 1402  1.81e-03 -5.34e-03 -7.40e-03 -2.39e-02 1.000 1.90e-04 0.000409    
## 1403  6.59e-03 -1.03e-02 -5.26e-04 -2.29e-02 1.000 1.76e-04 0.000370    
## 1404 -8.23e-03  1.09e-02 -5.20e-03  1.62e-02 1.001 8.80e-05 0.000412    
## 1405 -2.05e-02  2.36e-02 -2.29e-02  2.78e-02 1.001 2.57e-04 0.001161    
## 1406  1.17e-02 -9.73e-03  8.62e-03  1.44e-02 1.001 6.91e-05 0.000401    
## 1407 -3.54e-03  8.50e-04 -1.34e-02 -2.28e-02 1.001 1.74e-04 0.000562    
## 1408 -6.80e-02  6.35e-02 -1.20e-01 -1.28e-01 1.000 5.46e-03 0.002869   *
## 1409 -2.84e-03  2.55e-03 -2.75e-03 -3.35e-03 1.001 3.73e-06 0.000790    
## 1410 -3.91e-03  7.17e-03  3.33e-03  2.07e-02 1.000 1.43e-04 0.000380    
## 1411  1.01e-03  3.26e-03  1.40e-02  3.15e-02 1.000 3.31e-04 0.000460    
## 1412  5.00e-02 -4.40e-02  5.41e-03  6.49e-02 0.999 1.40e-03 0.000943    
## 1413 -4.56e-03  3.88e-03 -9.13e-03 -1.07e-02 1.002 3.82e-05 0.001354   *
## 1414  6.83e-03 -8.18e-03  6.80e-03 -9.88e-03 1.001 3.25e-05 0.000704    
## 1415 -2.42e-03  1.58e-03 -3.06e-03 -5.33e-03 1.001 9.47e-06 0.000320    
## 1416  1.56e-02 -1.38e-02  2.07e-03  1.99e-02 1.001 1.32e-04 0.000947    
## 1417  5.99e-03 -4.27e-03  1.44e-02  1.92e-02 1.001 1.24e-04 0.000839    
## 1418 -9.57e-04  1.66e-03  5.42e-04  4.42e-03 1.001 6.50e-06 0.000376    
## 1419  7.74e-05  5.76e-03 -2.05e-02  3.49e-02 0.999 4.05e-04 0.000393    
## 1420 -7.48e-03  1.10e-02 -1.46e-03  2.14e-02 1.000 1.53e-04 0.000372    
## 1421 -7.50e-04  3.63e-04 -2.30e-03 -3.56e-03 1.001 4.23e-06 0.000633    
## 1422  5.63e-03 -4.68e-03  7.62e-03  9.38e-03 1.001 2.93e-05 0.000632    
## 1423  9.72e-03 -8.75e-03  9.49e-03  1.15e-02 1.001 4.38e-05 0.000818    
## 1424  2.48e-04 -9.26e-04 -1.58e-03 -4.66e-03 1.001 7.24e-06 0.000418    
## 1425 -1.93e-03  4.68e-03  4.95e-03  1.82e-02 1.001 1.11e-04 0.000399    
## 1426  2.82e-03 -2.09e-03  1.17e-03  4.21e-03 1.001 5.91e-06 0.000279    
## 1427 -4.64e-04  1.73e-03  2.95e-03  8.73e-03 1.001 2.54e-05 0.000418    
## 1428  1.14e-02 -1.07e-02  1.27e-02  1.38e-02 1.002 6.36e-05 0.001625   *
## 1429 -6.83e-03  5.39e-03 -3.98e-03 -9.12e-03 1.001 2.77e-05 0.000318    
## 1430 -2.56e-04  3.86e-03  1.00e-02  2.56e-02 1.000 2.18e-04 0.000437    
## 1431  1.62e-03  3.87e-03  1.85e-02  4.08e-02 0.999 5.55e-04 0.000465    
## 1432  2.19e-02 -1.88e-02 -2.34e-03  3.30e-02 1.001 3.62e-04 0.000941    
## 1433  1.66e-03  1.76e-03  1.25e-02  2.61e-02 1.000 2.27e-04 0.000481    
## 1434  2.64e-05 -1.52e-05 -6.68e-05  1.21e-04 1.002 4.88e-09 0.001346   *
## 1435 -6.83e-04 -3.94e-05 -6.14e-04 -3.56e-03 1.001 4.22e-06 0.000221    
## 1436 -1.41e-03  9.65e-04 -3.49e-03 -4.77e-03 1.001 7.57e-06 0.000797    
## 1437  2.54e-02 -2.21e-02  7.77e-04  3.47e-02 1.001 4.02e-04 0.000937    
## 1438  6.58e-03 -5.24e-03 -7.49e-03  1.78e-02 1.002 1.05e-04 0.001912   *
## 1439 -4.91e-03  8.80e-03 -2.02e-02  2.70e-02 1.000 2.43e-04 0.000587    
## 1440  1.58e-03 -7.94e-04 -4.97e-03  8.56e-03 1.002 2.44e-05 0.001412   *
## 1441 -5.52e-03  8.52e-03 -9.49e-03  1.62e-02 1.000 8.72e-05 0.000327    
## 1442 -1.00e-02  9.15e-03 -9.53e-04 -1.30e-02 1.002 5.61e-05 0.001581   *
## 1443  3.02e-04 -3.06e-03  1.01e-02 -1.67e-02 1.001 9.30e-05 0.000407    
## 1444  6.41e-04 -2.81e-03  8.48e-03 -1.34e-02 1.001 5.96e-05 0.000431    
## 1445  1.97e-02 -1.75e-02  1.85e-02  2.32e-02 1.001 1.79e-04 0.000706    
## 1446 -6.23e-03  1.29e-02  9.63e-03  4.34e-02 0.998 6.28e-04 0.000389   *
## 1447 -2.71e-05  2.05e-04 -2.88e-04  8.48e-04 1.001 2.40e-07 0.000234    
## 1448 -7.84e-04  1.54e-03 -3.69e-03  5.08e-03 1.001 8.61e-06 0.000546    
## 1449  1.82e-03 -2.11e-03  2.04e-03 -2.48e-03 1.002 2.04e-06 0.001143    
## 1450  2.74e-03 -3.71e-03  1.49e-03 -5.86e-03 1.001 1.15e-05 0.000396    
## 1451 -1.15e-03  1.58e-03 -1.88e-03  2.60e-03 1.001 2.25e-06 0.000448    
## 1452  2.36e-02 -2.72e-02  2.64e-02 -3.20e-02 1.001 3.42e-04 0.001155    
## 1453  2.09e-02 -2.72e-02  1.45e-02 -3.90e-02 0.999 5.06e-04 0.000430    
## 1454  1.75e-03 -2.16e-03  1.54e-03 -2.76e-03 1.001 2.54e-06 0.000536    
## 1455 -4.16e-03  2.99e-03  5.35e-03 -1.22e-02 1.002 4.95e-05 0.001160    
## 1456  4.70e-03 -7.13e-03  1.48e-02 -1.84e-02 1.001 1.12e-04 0.000734    
## 1457  2.55e-03 -6.76e-03 -8.20e-03 -2.82e-02 1.000 2.65e-04 0.000404    
## 1458 -9.28e-03  1.07e-02 -1.03e-02  1.26e-02 1.002 5.32e-05 0.001116    
## 1459  2.56e-03  1.90e-03 -1.23e-02  2.52e-02 1.000 2.12e-04 0.000338    
## 1460  5.24e-03 -3.39e-03  4.14e-04  9.92e-03 1.001 3.28e-05 0.000258    
## 1461  3.17e-03 -4.59e-03  8.53e-04 -8.58e-03 1.001 2.45e-05 0.000374    
## 1462 -3.26e-03 -1.14e-03  1.12e-02 -2.45e-02 1.000 2.01e-04 0.000325    
## 1463  2.65e-03 -1.79e-03 -4.41e-03  9.08e-03 1.002 2.75e-05 0.001226    
## 1464  5.55e-03 -4.56e-03 -4.75e-03  1.30e-02 1.002 5.65e-05 0.001815   *
## 1465 -1.72e-02  2.19e-02 -1.32e-02  2.99e-02 1.000 2.98e-04 0.000459    
## 1466  6.96e-03 -5.81e-03  5.17e-03  8.57e-03 1.001 2.45e-05 0.000404    
## 1467 -9.83e-03  6.20e-03 -2.53e-04 -1.93e-02 1.000 1.24e-04 0.000257    
## 1468 -2.23e-02  2.58e-02 -2.47e-02  3.04e-02 1.001 3.07e-04 0.001088    
## 1469  1.38e-02 -1.14e-02 -4.61e-03  2.42e-02 1.001 1.95e-04 0.000972    
## 1470 -2.83e-03  2.07e-03 -1.07e-03 -4.33e-03 1.001 6.25e-06 0.000274    
## 1471  2.93e-02 -2.76e-02  1.26e-02  3.11e-02 1.002 3.22e-04 0.001882   *
## 1472 -3.89e-02  3.40e-02 -1.85e-03 -5.27e-02 1.000 9.24e-04 0.000938    
## 1473 -6.58e-05 -9.12e-04 -2.94e-03 -7.07e-03 1.001 1.66e-05 0.000447    
## 1474  7.46e-03 -9.59e-03  1.18e-02 -1.47e-02 1.001 7.18e-05 0.000613    
## 1475 -7.68e-04 -6.08e-04 -5.19e-03 -1.06e-02 1.001 3.73e-05 0.000488    
## 1476 -3.59e-03  6.07e-03  1.54e-03  1.54e-02 1.001 7.92e-05 0.000374    
## 1477 -2.17e-03  3.61e-03 -7.96e-03  1.03e-02 1.001 3.56e-05 0.000635    
## 1478  5.45e-04 -3.15e-03 -6.70e-03 -1.82e-02 1.001 1.11e-04 0.000428    
## 1479  7.91e-04  2.63e-04 -2.67e-03  5.88e-03 1.001 1.15e-05 0.000324    
## 1480  7.40e-03 -3.67e-03 -3.32e-03  1.96e-02 1.000 1.28e-04 0.000265    
## 1481 -2.23e-03  3.21e-05 -9.86e-03 -1.79e-02 1.001 1.07e-04 0.000531    
## 1482  4.28e-03 -5.83e-03  6.96e-03 -9.52e-03 1.001 3.02e-05 0.000461    
## 1483 -1.84e-02  1.55e-02 -2.50e-02 -3.03e-02 1.000 3.05e-04 0.000676    
## 1484 -2.77e-03  9.93e-04 -3.08e-03 -9.34e-03 1.001 2.91e-05 0.000241    
## 1485 -9.08e-03  1.12e-02 -8.07e-03  1.42e-02 1.001 6.74e-05 0.000545    
## 1486  1.11e-04 -5.52e-04  1.70e-03 -2.71e-03 1.001 2.44e-06 0.000425    
## 1487  1.26e-03 -2.09e-04 -2.03e-03  5.66e-03 1.001 1.07e-05 0.000295    
## 1488  5.80e-04 -1.05e-03 -4.59e-04 -2.99e-03 1.001 2.98e-06 0.000379    
## 1489  1.97e-03  1.20e-03  1.22e-03  1.52e-02 1.000 7.74e-05 0.000216    
## 1490 -6.10e-03  3.88e-03 -1.60e-02 -2.26e-02 1.001 1.71e-04 0.000738    
## 1491 -2.56e-04  2.51e-03  6.14e-03  1.60e-02 1.001 8.50e-05 0.000434    
## 1492  4.42e-02 -4.07e-02  4.64e-02  5.26e-02 1.000 9.21e-04 0.001165    
## 1493 -1.62e-05  2.20e-05 -8.68e-06  3.49e-05 1.001 4.07e-10 0.000394    
## 1494 -1.29e-03  8.04e-04 -8.26e-07 -2.58e-03 1.001 2.21e-06 0.000257    
## 1495  7.13e-03 -5.89e-03  9.63e-03  1.19e-02 1.001 4.74e-05 0.000618    
## 1496 -1.13e-02  7.16e-03 -2.97e-02 -4.21e-02 1.000 5.90e-04 0.000736    
## 1497 -1.92e-03  4.88e-03  5.58e-03  1.98e-02 1.000 1.30e-04 0.000402    
## 1498  1.91e-03 -1.70e-03  2.64e-03  2.95e-03 1.002 2.90e-06 0.001078    
## 1499 -4.09e-03  2.81e-03 -1.01e-02 -1.38e-02 1.001 6.34e-05 0.000800    
## 1500 -2.05e-02  2.36e-02 -2.32e-02  2.78e-02 1.001 2.57e-04 0.001220    
## 1501  2.21e-03  4.24e-03 -1.98e-02  3.72e-02 0.999 4.62e-04 0.000359    
## 1502 -4.38e-03  3.80e-03 -6.01e-03 -6.94e-03 1.001 1.61e-05 0.000859    
## 1503 -2.32e-03  1.55e-03 -3.73e-04 -4.14e-03 1.001 5.71e-06 0.000259    
## 1504 -1.56e-05 -4.56e-05 -2.02e-04 -4.53e-04 1.001 6.83e-08 0.000462    
## 1505  2.62e-03 -1.20e-03  8.23e-03  1.29e-02 1.001 5.57e-05 0.000623    
## 1506  3.12e-02 -2.78e-02  2.93e-02  3.68e-02 1.000 4.51e-04 0.000700    
## 1507  1.26e-02 -1.16e-02  1.31e-02  1.50e-02 1.002 7.46e-05 0.001095    
## 1508  2.12e-02 -1.93e-02  2.96e-02  3.22e-02 1.002 3.46e-04 0.001382    
## 1509 -1.25e-02  1.88e-02 -1.14e-03  3.85e-02 0.999 4.95e-04 0.000370    
## 1510 -1.31e-03  1.18e-03 -1.30e-03 -1.54e-03 1.001 7.95e-07 0.000874    
## 1511 -1.07e-02  9.13e-03 -8.65e-03 -1.29e-02 1.001 5.53e-05 0.000469    
## 1512  9.96e-04 -1.89e-04  3.90e-03  6.78e-03 1.001 1.53e-05 0.000554    
## 1513 -2.22e-03 -2.77e-17  2.05e-17 -1.04e-02 1.001 3.61e-05 0.000207    
## 1514 -2.22e-04  6.81e-04  9.82e-04  3.11e-03 1.001 3.23e-06 0.000411    
## 1515 -1.17e-03  2.42e-03  1.80e-03  8.12e-03 1.001 2.20e-05 0.000389    
## 1516  4.26e-03 -2.73e-03  1.11e-02  1.57e-02 1.001 8.23e-05 0.000742    
## 1517 -3.62e-04  2.99e-04 -2.58e-04 -4.52e-04 1.001 6.81e-08 0.000381    
## 1518  6.30e-03 -4.90e-03  1.39e-02  1.76e-02 1.001 1.03e-04 0.000995    
## 1519  1.62e-03 -2.18e-04  6.59e-03  1.16e-02 1.001 4.50e-05 0.000545    
## 1520 -1.25e-02  8.62e-03 -1.61e-02 -2.61e-02 1.000 2.27e-04 0.000345    
## 1521  9.82e-03 -8.24e-03  1.33e-02  1.62e-02 1.001 8.71e-05 0.000671    
## 1522 -3.54e-03  2.11e-03 -9.70e-03 -1.41e-02 1.001 6.65e-05 0.000701    
## 1523  3.25e-02 -3.08e-02  2.28e-02  3.28e-02 1.002 3.58e-04 0.001815   *
## 1524 -3.24e-03  5.28e-03  8.35e-04  1.26e-02 1.001 5.29e-05 0.000372    
## 1525  2.41e-02 -2.14e-02 -4.23e-03  3.75e-02 1.002 4.68e-04 0.001593    
## 1526 -1.56e-03  2.15e-03 -7.65e-04  3.52e-03 1.001 4.13e-06 0.000388    
## 1527  2.09e-02 -1.63e-02 -1.54e-02  4.66e-02 1.000 7.25e-04 0.001052    
## 1528  3.99e-03 -3.52e-03  3.66e-03  4.70e-03 1.001 7.38e-06 0.000650    
## 1529  1.75e-03 -1.10e-03  4.29e-05  3.43e-03 1.001 3.92e-06 0.000257    
## 1530 -5.57e-03  7.57e-03 -2.93e-03  1.21e-02 1.001 4.88e-05 0.000393    
## 1531  6.05e-03 -5.79e-03  2.57e-03  6.43e-03 1.003 1.38e-05 0.002863   *
## 1532 -1.09e-02  9.54e-03 -1.50e-02 -1.73e-02 1.001 9.94e-05 0.000889    
## 1533  9.79e-04 -1.81e-03  4.21e-03 -5.68e-03 1.001 1.08e-05 0.000572    
## 1534 -2.28e-04  3.36e-04 -3.83e-04  6.03e-04 1.001 1.21e-07 0.000360    
## 1535  3.53e-02 -2.72e-02 -2.96e-02  8.32e-02 0.998 2.31e-03 0.001072   *
## 1536 -1.72e-03  1.19e-03 -4.10e-04 -2.90e-03 1.001 2.81e-06 0.000263    
## 1537  4.99e-02 -4.71e-02  2.18e-02  5.29e-02 1.002 9.33e-04 0.001895   *
## 1538  1.34e-02 -8.99e-03  2.31e-03  2.37e-02 1.000 1.87e-04 0.000260    
## 1539  2.11e-04  2.16e-04  1.57e-03  3.25e-03 1.001 3.53e-06 0.000482    
## 1540  1.16e-01 -1.12e-01  6.26e-02  1.19e-01 1.001 4.69e-03 0.003337   *
## 1541  1.64e-03 -2.91e-03 -1.13e-03 -8.02e-03 1.001 2.15e-05 0.000377    
## 1542  4.39e-02 -4.05e-02  9.56e-03  5.23e-02 1.001 9.13e-04 0.001627    
## 1543  1.90e-02 -1.67e-02 -4.85e-03  3.11e-02 1.002 3.22e-04 0.001612   *
## 1544  1.39e-03 -1.89e-04 -2.40e-03  6.52e-03 1.001 1.42e-05 0.000298    
## 1545 -4.02e-03  9.94e-03 -2.62e-02  3.82e-02 0.999 4.87e-04 0.000485    
## 1546  2.41e-02 -1.84e-02 -2.15e-02  5.84e-02 1.000 1.14e-03 0.001084    
## 1547  9.97e-04 -5.17e-05 -2.01e-03  5.15e-03 1.001 8.85e-06 0.000304    
## 1548  7.08e-03 -4.25e-03 -5.83e-04  1.50e-02 1.000 7.46e-05 0.000258    
## 1549  5.86e-03 -5.36e-03  2.30e-03  6.42e-03 1.002 1.37e-05 0.001075    
## 1550  1.43e-03 -1.65e-03  1.64e-03 -1.93e-03 1.002 1.25e-06 0.001311   *
## 1551  5.37e-04 -8.65e-04 -1.08e-04 -2.02e-03 1.001 1.36e-06 0.000371    
## 1552  1.08e-02 -7.04e-03  1.15e-03  2.00e-02 1.000 1.33e-04 0.000258    
## 1553  9.70e-03 -7.93e-03 -4.28e-03  1.82e-02 1.001 1.10e-04 0.000991    
## 1554 -5.97e-03  9.93e-03  2.11e-03  2.46e-02 1.000 2.01e-04 0.000373    
## 1555  1.26e-03 -2.73e-04 -1.80e-03  5.30e-03 1.001 9.37e-06 0.000291    
## 1556  1.47e-02 -1.02e-02  3.75e-03  2.44e-02 0.999 1.99e-04 0.000264    
## 1557  9.08e-06  6.16e-03  1.79e-02  4.42e-02 0.998 6.51e-04 0.000442    
## 1558 -4.63e-04  7.61e-04  1.36e-04  1.84e-03 1.001 1.13e-06 0.000372    
## 1559  5.17e-03 -4.74e-03  8.26e-04  6.39e-03 1.002 1.36e-05 0.001600   *
## 1560  2.98e-03 -7.36e-04 -3.96e-03  1.21e-02 1.001 4.84e-05 0.000289    
## 1561  1.20e-03 -9.75e-04  7.91e-04  1.54e-03 1.001 7.91e-07 0.000349    
## 1562 -2.81e-02  2.39e-02  4.01e-03 -4.33e-02 1.000 6.25e-04 0.000945    
## 1563  8.93e-03 -1.02e-02  1.03e-02 -1.20e-02 1.002 4.81e-05 0.001408   *
## 1564  6.99e-04 -6.55e-03  4.01e-03 -2.76e-02 0.999 2.53e-04 0.000219    
## 1565  2.19e-02 -2.62e-02  2.20e-02 -3.16e-02 1.000 3.32e-04 0.000720    
## 1566 -7.15e-06  3.74e-04 -1.30e-03  2.20e-03 1.001 1.61e-06 0.000397    
## 1567  1.91e-02 -2.44e-02  3.03e-02 -3.70e-02 1.000 4.55e-04 0.000652    
## 1568  1.08e-03 -2.74e-04  1.14e-03  4.12e-03 1.001 5.67e-06 0.000233    
## 1569  1.42e-03 -8.89e-04  1.70e-05  2.81e-03 1.001 2.64e-06 0.000257    
## 1570  8.73e-04  3.64e-04 -3.20e-03  6.92e-03 1.001 1.60e-05 0.000328    
## 1571  2.68e-02 -2.34e-02  1.80e-03  3.58e-02 1.001 4.26e-04 0.000939    
## 1572  1.52e-03 -5.13e-03  4.04e-03 -1.71e-02 1.000 9.77e-05 0.000227    
## 1573 -1.29e-02  2.04e-02  1.37e-03  4.58e-02 0.997 6.99e-04 0.000370   *
## 1574 -8.73e-03  7.11e-03  4.02e-03 -1.65e-02 1.001 9.13e-05 0.000995    
## 1575  6.20e-04 -9.06e-04  1.43e-04 -1.73e-03 1.001 9.96e-07 0.000372    
## 1576 -2.07e-04  1.63e-03 -1.03e-03  6.69e-03 1.001 1.49e-05 0.000220    
## 1577  7.08e-03 -1.18e-02  1.26e-02 -2.43e-02 1.000 1.97e-04 0.000294    
## 1578  4.53e-03 -5.74e-03  3.57e-03 -7.73e-03 1.001 1.99e-05 0.000470    
## 1579 -1.58e-03 -8.30e-04 -1.04e-03 -1.16e-02 1.000 4.48e-05 0.000216    
## 1580  3.16e-02 -3.72e-02  3.32e-02 -4.42e-02 1.000 6.51e-04 0.000850    
## 1581 -1.55e-02  1.28e-02  5.70e-03 -2.78e-02 1.001 2.57e-04 0.000978    
## 1582 -3.19e-03 -8.16e-04  9.89e-03 -2.22e-02 1.000 1.65e-04 0.000321    
## 1583  2.14e-04 -2.71e-04  1.72e-04 -3.61e-04 1.001 4.35e-08 0.000479    
## 1584  1.90e-02 -1.60e-02  1.48e-02  2.31e-02 1.000 1.77e-04 0.000435    
## 1585 -6.23e-02  5.91e-02 -3.16e-02 -6.42e-02 1.001 1.37e-03 0.002075   *
## 1586 -9.30e-03  1.21e-02 -6.44e-03  1.74e-02 1.001 1.01e-04 0.000429    
## 1587 -2.97e-03  1.76e-03  3.29e-04 -6.39e-03 1.001 1.36e-05 0.000258    
## 1588 -1.74e-02  1.11e-02 -1.12e-03 -3.32e-02 0.998 3.67e-04 0.000258    
## 1589  1.88e-02 -1.63e-02  1.63e-02  2.23e-02 1.001 1.65e-04 0.000556    
## 1590  1.52e-02 -8.56e-03  1.85e-02  3.84e-02 0.998 4.92e-04 0.000279   *
## 1591  1.28e-02 -1.18e-02  1.35e-02  1.52e-02 1.002 7.72e-05 0.001205    
## 1592 -3.21e-03  2.92e-03 -3.21e-03 -3.80e-03 1.002 4.81e-06 0.000904    
## 1593 -3.52e-03  5.26e-03 -1.08e-02  1.33e-02 1.001 5.91e-05 0.000755    
## 1594  3.88e-03 -1.79e-03  1.22e-02  1.91e-02 1.001 1.21e-04 0.000624    
## 1595  2.55e-03 -4.00e-03  4.42e-03 -7.73e-03 1.001 1.99e-05 0.000319    
## 1596  1.71e-03  8.58e-04 -6.78e-03  1.44e-02 1.001 6.92e-05 0.000331    
## 1597  1.08e-02 -1.33e-02  9.85e-03 -1.67e-02 1.001 9.27e-05 0.000568    
## 1598  6.42e-03 -7.80e-03  6.09e-03 -9.60e-03 1.001 3.07e-05 0.000619    
## 1599 -1.34e-03 -2.37e-03 -1.29e-02 -2.78e-02 1.000 2.58e-04 0.000471    
## 1600 -1.71e-02  1.23e-02 -5.71e-03 -2.69e-02 0.999 2.42e-04 0.000270    
## 1601 -1.55e-03  3.29e-03  2.61e-03  1.13e-02 1.001 4.28e-05 0.000391    
## 1602 -7.64e-03  1.13e-03 -3.08e-02 -5.42e-02 0.998 9.78e-04 0.000547   *
## 1603 -3.43e-04 -1.16e-04  1.16e-03 -2.56e-03 1.001 2.19e-06 0.000324    
## 1604 -1.45e-02  1.09e-02 -1.91e-02 -2.73e-02 1.000 2.49e-04 0.000418    
## 1605  8.83e-04 -2.05e-03 -2.01e-03 -7.73e-03 1.001 1.99e-05 0.000397    
## 1606 -2.60e-03  3.31e-03 -2.05e-03  4.46e-03 1.001 6.63e-06 0.000468    
## 1607 -2.37e-03  1.65e-03 -6.07e-04 -3.95e-03 1.001 5.19e-06 0.000264    
## 1608 -1.73e-04  3.65e-03 -1.25e-02  2.09e-02 1.000 1.46e-04 0.000400    
## 1609  2.22e-02 -3.06e-02  1.06e-02 -5.05e-02 0.997 8.50e-04 0.000387   *
## 1610 -5.79e-02  5.41e-02 -3.35e-02 -5.92e-02 1.000 1.17e-03 0.001377    
## 1611  3.31e-03 -4.68e-03  5.47e-03 -7.99e-03 1.001 2.13e-05 0.000403    
## 1612 -4.10e-03  2.47e-03 -5.07e-03 -9.74e-03 1.001 3.17e-05 0.000294    
## 1613  4.21e-04 -2.35e-03  7.36e-03 -1.18e-02 1.001 4.65e-05 0.000421    
## 1614  5.14e-03 -4.39e-03  4.17e-03  6.18e-03 1.001 1.27e-05 0.000472    
## 1615 -3.73e-04  1.20e-04 -1.32e-03 -2.19e-03 1.001 1.59e-06 0.000580    
## 1616  1.36e-02 -1.05e-02 -1.12e-02  3.17e-02 1.001 3.36e-04 0.001069    
## 1617  1.37e-03 -4.76e-04  1.52e-03  4.69e-03 1.001 7.33e-06 0.000240    
## 1618 -5.77e-02  5.36e-02 -6.23e-02 -6.91e-02 1.000 1.59e-03 0.001369    
## 1619 -3.16e-03 -2.99e-03 -2.28e-02 -4.70e-02 0.998 7.36e-04 0.000484    
## 1620 -6.79e-02  6.48e-02 -5.01e-02 -6.87e-02 1.001 1.57e-03 0.002006   *
## 1621  6.25e-03 -4.69e-03  2.78e-03  9.12e-03 1.001 2.77e-05 0.000284    
## 1622 -3.51e-02  2.96e-02 -4.77e-02 -5.73e-02 0.998 1.10e-03 0.000700    
## 1623 -1.68e-02  1.99e-02 -2.58e-02  2.83e-02 1.002 2.67e-04 0.001286    
## 1624 -1.24e-02  1.47e-02 -1.28e-02  1.75e-02 1.001 1.02e-04 0.000799    
## 1625  4.07e-03 -3.41e-03  3.04e-03  5.01e-03 1.001 8.36e-06 0.000408    
## 1626 -7.71e-03  6.67e-03  1.87e-04 -1.10e-02 1.001 4.01e-05 0.000937    
## 1627 -1.72e-02  1.46e-02  2.71e-03 -2.67e-02 1.001 2.38e-04 0.000946    
## 1628  2.82e-03 -9.20e-04  3.08e-03  9.87e-03 1.001 3.25e-05 0.000238    
## 1629  1.16e-02 -1.02e-02  1.04e-02  1.36e-02 1.001 6.21e-05 0.000617    
## 1630  1.23e-02 -1.67e-02  6.72e-03 -2.63e-02 1.000 2.31e-04 0.000396    
## 1631 -2.19e-03  1.73e-03 -1.28e-03 -2.91e-03 1.001 2.83e-06 0.000319    
## 1632  1.84e-03 -4.35e-04 -2.52e-03  7.57e-03 1.001 1.91e-05 0.000289    
## 1633 -2.31e-05  1.87e-05 -1.52e-05 -2.95e-05 1.001 2.90e-10 0.000351    
## 1634 -3.62e-04  8.90e-05 -3.82e-04 -1.40e-03 1.001 6.50e-07 0.000232    
## 1635  5.54e-03 -6.65e-03  5.48e-03 -8.05e-03 1.001 2.16e-05 0.000690    
## 1636 -4.54e-04  5.54e-04 -4.23e-04  6.87e-04 1.001 1.57e-07 0.000596    
## 1637 -1.66e-03  4.71e-03 -1.30e-02  1.94e-02 1.001 1.25e-04 0.000465    
## 1638  6.91e-03 -5.91e-03 -7.52e-04  1.04e-02 1.001 3.61e-05 0.000941    
## 1639 -3.93e-04  1.65e-03 -4.96e-03  7.79e-03 1.001 2.02e-05 0.000433    
## 1640 -8.50e-04  1.16e-03 -4.45e-04  1.85e-03 1.001 1.14e-06 0.000393    
## 1641  2.45e-02 -2.28e-02  1.26e-02  2.56e-02 1.002 2.18e-04 0.001238    
## 1642  1.82e-02 -1.49e-02  1.25e-02  2.29e-02 1.000 1.75e-04 0.000367    
## 1643 -6.19e-05  4.72e-05 -3.04e-05 -8.75e-05 1.001 2.55e-09 0.000293    
## 1644 -1.88e-03  1.29e-03 -4.14e-04 -3.22e-03 1.001 3.46e-06 0.000262    
## 1645 -9.76e-04 -1.37e-03 -8.32e-03 -1.77e-02 1.001 1.04e-04 0.000475    
## 1646 -7.92e-03  3.39e-03 -9.08e-03 -2.43e-02 0.999 1.97e-04 0.000249    
## 1647  3.65e-02 -4.46e-02  3.40e-02 -5.53e-02 0.998 1.02e-03 0.000595   *
## 1648  1.06e-03 -2.12e-03  2.07e-03 -5.18e-03 1.001 8.95e-06 0.000256    
## 1649 -9.55e-04  3.66e-04 -1.07e-03 -3.12e-03 1.001 3.24e-06 0.000244    
## 1650 -5.09e-04  1.05e-03 -2.57e-03  3.59e-03 1.001 4.29e-06 0.000529    
## 1651  1.48e-02 -1.29e-02  2.43e-04  2.05e-02 1.001 1.40e-04 0.000937    
## 1652  2.95e-03  3.49e-04 -7.71e-03  1.82e-02 1.000 1.10e-04 0.000314    
## 1653 -1.87e-02  2.50e-02 -1.11e-02  3.82e-02 0.999 4.87e-04 0.000404    
## 1654 -1.70e-03  2.02e-03 -1.72e-03  2.43e-03 1.001 1.96e-06 0.000745    
## 1655  2.35e-03 -9.36e-04 -1.86e-03  7.47e-03 1.001 1.86e-05 0.000274    
## 1656 -1.99e-03  2.70e-03 -1.09e-03  4.26e-03 1.001 6.06e-06 0.000396    
## 1657  3.55e-03 -2.15e-03  9.64e-03  1.39e-02 1.001 6.48e-05 0.000709    
## 1658 -5.99e-03  8.30e-03 -2.68e-03  1.40e-02 1.001 6.49e-05 0.000384    
## 1659 -2.25e-04 -7.73e-04  3.22e-03 -5.83e-03 1.001 1.13e-05 0.000370    
## 1660 -7.46e-03  9.13e-03 -1.16e-02  1.33e-02 1.001 5.89e-05 0.000896    
## 1661  8.12e-03 -1.24e-02  2.59e-04 -2.62e-02 1.000 2.29e-04 0.000370    
## 1662 -5.91e-04 -3.27e-04  2.45e-03 -5.16e-03 1.001 8.87e-06 0.000333    
## 1663  3.82e-03 -5.93e-03 -9.57e-05 -1.28e-02 1.001 5.49e-05 0.000370    
## 1664  2.87e-04 -4.91e-04 -1.44e-04 -1.28e-03 1.001 5.46e-07 0.000375    
## 1665 -2.53e-03 -9.65e-04 -1.85e-03 -1.69e-02 1.000 9.54e-05 0.000217    
## 1666  1.08e-02 -1.43e-02  6.94e-03 -2.12e-02 1.000 1.50e-04 0.000414    
## 1667  5.19e-04 -1.12e-03  1.06e-03 -2.93e-03 1.001 2.86e-06 0.000247    
## 1668  3.91e-03 -9.02e-03  2.32e-02 -3.33e-02 1.000 3.70e-04 0.000499    
## 1669 -8.16e-03  6.50e-03 -4.99e-03 -1.07e-02 1.001 3.83e-05 0.000329    
## 1670 -1.68e-03  2.60e-03 -5.48e-03  6.86e-03 1.001 1.57e-05 0.000709    
## 1671 -1.50e-02  1.18e-02 -8.61e-03 -2.01e-02 1.000 1.34e-04 0.000315    
## 1672  4.56e-03 -1.26e-02 -1.63e-02 -5.44e-02 0.997 9.84e-04 0.000406   *
## 1673  3.81e-03 -4.98e-03  2.58e-03 -7.20e-03 1.001 1.73e-05 0.000425    
## 1674  6.17e-04 -4.67e-04  2.88e-04  8.88e-04 1.001 2.63e-07 0.000288    
## 1675 -2.02e-03  4.13e-03 -1.01e-02  1.41e-02 1.001 6.63e-05 0.000531    
## 1676 -1.06e-03  2.09e-03  1.34e-03  6.67e-03 1.001 1.48e-05 0.000386    
## 1677 -4.22e-03 -1.75e-03 -2.39e-02 -4.68e-02 0.998 7.28e-04 0.000501    
## 1678  1.46e-03 -1.93e-03  9.32e-04 -2.87e-03 1.001 2.75e-06 0.000413    
## 1679  3.39e-03 -5.10e-03  3.62e-04 -1.04e-02 1.001 3.59e-05 0.000370    
## 1680 -1.86e-03  1.02e-03  4.90e-04 -4.42e-03 1.001 6.52e-06 0.000261    
## 1681  2.84e-02 -2.50e-02  2.57e-02  3.36e-02 1.000 3.76e-04 0.000624    
## 1682 -1.32e-02  1.66e-02 -2.08e-02  2.47e-02 1.001 2.03e-04 0.000737    
## 1683  5.15e-03 -2.20e-03 -3.54e-03  1.55e-02 1.000 8.05e-05 0.000271    
## 1684 -4.30e-03  3.20e-03 -5.63e-03 -8.15e-03 1.001 2.22e-05 0.000411    
## 1685 -7.54e-03  6.34e-03 -5.76e-03 -9.20e-03 1.001 2.82e-05 0.000424    
## 1686  8.66e-03 -1.11e-02  6.64e-03 -1.51e-02 1.001 7.61e-05 0.000458    
## 1687 -1.17e-03 -2.01e-03  9.65e-03 -1.83e-02 1.000 1.12e-04 0.000356    
## 1688 -6.29e-04  9.82e-04  3.88e-05  2.16e-03 1.001 1.56e-06 0.000370    
## 1689  2.31e-03 -1.95e-03  1.80e-03  2.80e-03 1.001 2.61e-06 0.000438    
## 1690 -7.25e-03  6.46e-03 -1.39e-03 -8.92e-03 1.002 2.65e-05 0.000960    
## 1691  1.06e-03 -1.60e-03  9.46e-05 -3.29e-03 1.001 3.62e-06 0.000370    
## 1692  2.51e-02 -2.23e-02  3.92e-03  3.16e-02 1.001 3.34e-04 0.000951    
## 1693  8.21e-03 -4.64e-03 -1.71e-03  1.88e-02 1.000 1.18e-04 0.000260    
## 1694 -2.52e-03  1.09e-03 -8.10e-03 -1.29e-02 1.001 5.52e-05 0.000612    
## 1695 -1.07e-03  1.75e-03  2.98e-04  4.22e-03 1.001 5.94e-06 0.000372    
## 1696 -5.20e-03  8.41e-03 -1.82e-02  2.33e-02 1.001 1.81e-04 0.000660    
## 1697 -1.87e-03  4.52e-03  4.73e-03  1.75e-02 1.001 1.03e-04 0.000399    
## 1698  3.87e-03 -4.78e-03  3.43e-03 -6.08e-03 1.001 1.23e-05 0.000543    
## 1699 -1.07e-03  2.47e-03  2.39e-03  9.24e-03 1.001 2.84e-05 0.000396    
## 1700 -7.48e-03  1.31e-02  4.53e-03  3.52e-02 0.999 4.13e-04 0.000376    
## 1701  4.40e-03 -6.51e-03  7.80e-04 -1.28e-02 1.001 5.44e-05 0.000371    
## 1702  8.84e-03 -5.60e-03  1.11e-02  2.01e-02 1.000 1.34e-04 0.000309    
## 1703 -1.95e-04  1.63e-03  3.84e-03  1.01e-02 1.001 3.39e-05 0.000433    
## 1704 -8.04e-05  2.13e-04 -1.84e-04  6.33e-04 1.001 1.33e-07 0.000234    
## 1705 -4.12e-03  5.40e-03 -2.76e-03  7.86e-03 1.001 2.06e-05 0.000422    
## 1706  5.31e-03 -2.53e-03 -2.75e-03  1.46e-02 1.000 7.14e-05 0.000267    
## 1707  1.01e-02 -9.12e-03  1.86e-02  2.06e-02 1.003 1.41e-04 0.002031   *
## 1708 -1.62e-03  1.94e-03 -1.59e-03  2.36e-03 1.001 1.85e-06 0.000678    
## 1709  3.23e-04  2.54e-03 -1.00e-03  1.35e-02 1.000 6.08e-05 0.000216    
## 1710  2.73e-04  6.30e-04  3.05e-03  6.72e-03 1.001 1.50e-05 0.000466    
## 1711  8.22e-04 -6.92e-04  6.30e-04  1.00e-03 1.001 3.36e-07 0.000425    
## 1712 -1.28e-04  4.87e-04  8.39e-04  2.47e-03 1.001 2.03e-06 0.000418    
## 1713 -1.88e-03 -4.47e-04 -9.69e-03 -1.85e-02 1.001 1.14e-04 0.000511    
## 1714 -6.24e-04  3.11e-03  6.23e-03  1.73e-02 1.001 9.98e-05 0.000425    
## 1715 -5.04e-04  2.59e-03  5.25e-03  1.45e-02 1.001 7.03e-05 0.000426    
## 1716  1.67e-02 -1.40e-02 -1.13e-02  3.55e-02 1.002 4.20e-04 0.001751   *
## 1717  3.91e-03 -6.83e-03 -2.30e-03 -1.83e-02 1.000 1.11e-04 0.000376    
## 1718  7.08e-03 -3.26e-03  2.22e-02  3.48e-02 1.000 4.04e-04 0.000623    
## 1719 -9.34e-04  3.38e-04 -3.19e-03 -5.23e-03 1.001 9.10e-06 0.000590    
## 1720  3.65e-04 -6.59e-04 -2.82e-04 -1.86e-03 1.001 1.16e-06 0.000379    
## 1721  3.66e-02 -4.35e-02  3.75e-02 -5.21e-02 0.999 9.03e-04 0.000768    
## 1722  7.08e-03 -3.01e-03 -4.96e-03  2.15e-02 1.000 1.54e-04 0.000272    
## 1723 -1.14e-02  1.31e-02 -1.30e-02  1.54e-02 1.002 7.87e-05 0.001316    
## 1724 -8.63e-04  2.01e-03  1.97e-03  7.57e-03 1.001 1.91e-05 0.000397    
## 1725 -6.15e-03  8.23e-03 -9.92e-03  1.32e-02 1.001 5.80e-05 0.000495    
## 1726  2.96e-03 -1.22e-03  3.37e-03  9.33e-03 1.001 2.90e-05 0.000247    
## 1727  7.17e-03 -5.37e-03  9.40e-03  1.35e-02 1.001 6.06e-05 0.000418    
## 1728 -4.82e-03  7.34e-03 -2.54e-04  1.53e-02 1.001 7.84e-05 0.000370    
## 1729  3.59e-04 -1.84e-03 -3.72e-03 -1.03e-02 1.001 3.54e-05 0.000426    
## 1730  4.79e-03 -6.95e-03  1.23e-03 -1.31e-02 1.001 5.69e-05 0.000373    
## 1731  4.18e-03 -5.47e-03  2.84e-03 -7.91e-03 1.001 2.09e-05 0.000425    
## 1732  2.07e-03 -1.70e-03  1.45e-03  2.60e-03 1.001 2.26e-06 0.000373    
## 1733 -9.47e-04  6.08e-04 -5.90e-05 -1.81e-03 1.001 1.10e-06 0.000258    
## 1734 -6.06e-03  5.21e-03 -5.06e-03 -7.24e-03 1.001 1.75e-05 0.000503    
## 1735 -1.78e-02  1.47e-02 -1.26e-02 -2.23e-02 1.000 1.66e-04 0.000379    
## 1736 -1.49e-03  3.12e-03  2.40e-03  1.06e-02 1.001 3.74e-05 0.000390    
## 1737  9.79e-03 -6.11e-03  2.61e-05  1.95e-02 1.000 1.27e-04 0.000257    
## 1738  3.14e-04 -4.92e-03  1.67e-02 -2.78e-02 1.000 2.57e-04 0.000402    
## 1739  6.51e-03 -9.10e-03  2.73e-03 -1.56e-02 1.001 8.07e-05 0.000382    
## 1740  3.10e-03 -4.77e-04  1.24e-02  2.18e-02 1.001 1.59e-04 0.000548    
## 1741 -5.57e-05  5.11e-04 -1.68e-03  2.76e-03 1.001 2.54e-06 0.000409    
## 1742 -1.53e-02  1.26e-02 -1.09e-02 -1.91e-02 1.000 1.22e-04 0.000381    
## 1743  5.31e-02 -6.35e-02  8.18e-02 -9.09e-02 0.997 2.75e-03 0.001123   *
## 1744  1.09e-03 -1.33e-03  2.31e-03 -2.52e-03 1.002 2.11e-06 0.001650   *
## 1745 -7.37e-05  3.30e-05  4.58e-05 -2.15e-04 1.001 1.54e-08 0.000270    
## 1746 -1.13e-02  7.20e-03 -1.42e-02 -2.56e-02 1.000 2.18e-04 0.000310    
## 1747  1.09e-03 -4.99e-03  3.57e-03 -1.84e-02 1.000 1.13e-04 0.000223    
## 1748  1.86e-03 -3.56e-03  8.45e-03 -1.15e-02 1.001 4.44e-05 0.000555    
## 1749  5.56e-03 -6.59e-03  5.77e-03 -7.84e-03 1.001 2.05e-05 0.000806    
## 1750  1.80e-03 -2.87e-03  6.16e-03 -7.83e-03 1.001 2.04e-05 0.000674    
## 1751 -4.27e-03  2.03e-03  1.44e-02 -2.44e-02 1.002 1.99e-04 0.001433    
## 1752 -1.95e-04 -5.81e-05 -1.51e-04 -1.23e-03 1.001 5.03e-07 0.000218    
## 1753  4.30e-03 -7.04e-03 -1.23e-03 -1.70e-02 1.001 9.63e-05 0.000372    
## 1754  2.14e-02 -1.85e-02 -8.40e-03  3.83e-02 1.002 4.90e-04 0.001652    
## 1755 -1.41e-02  1.75e-02 -1.23e-02  2.25e-02 1.001 1.69e-04 0.000525    
## 1756 -2.06e-02  1.60e-02 -2.73e-02 -3.73e-02 0.999 4.65e-04 0.000462    
## 1757 -1.54e-02  1.31e-02  2.82e-03 -2.44e-02 1.001 1.99e-04 0.000949    
## 1758 -3.78e-03  2.59e-03 -8.23e-04 -6.49e-03 1.001 1.40e-05 0.000262    
## 1759  2.13e-02 -2.48e-02  2.33e-02 -2.92e-02 1.001 2.84e-04 0.001020    
## 1760  3.02e-02 -3.73e-02  2.69e-02 -4.73e-02 0.999 7.46e-04 0.000546    
## 1761  2.19e-02 -1.87e-02  1.79e-02  2.63e-02 1.000 2.30e-04 0.000479    
## 1762 -1.14e-02  1.53e-02 -1.84e-02  2.45e-02 1.000 2.01e-04 0.000490    
## 1763  6.30e-03 -7.55e-03  9.71e-03 -1.08e-02 1.002 3.89e-05 0.001123    
## 1764 -6.35e-03  4.46e-03 -8.18e-03 -1.29e-02 1.001 5.56e-05 0.000358    
## 1765  6.06e-04 -1.20e-03  2.91e-03 -4.01e-03 1.001 5.37e-06 0.000541    
## 1766 -4.80e-03  7.91e-03 -1.73e-02  2.24e-02 1.001 1.67e-04 0.000645    
## 1767 -2.86e-03  7.42e-03  8.72e-03  3.04e-02 1.000 3.09e-04 0.000403    
## 1768 -1.57e-04  5.93e-04  1.02e-03  3.00e-03 1.001 2.99e-06 0.000418    
## 1769 -1.67e-03  2.33e-03 -6.98e-04  3.99e-03 1.001 5.30e-06 0.000382    
## 1770 -6.27e-03  9.17e-03 -1.44e-03  1.75e-02 1.000 1.02e-04 0.000372    
## 1771 -5.03e-03  3.74e-03 -6.59e-03 -9.58e-03 1.001 3.06e-05 0.000407    
## 1772  1.60e-02 -2.26e-02  5.84e-03 -4.00e-02 0.998 5.33e-04 0.000378    
## 1773  1.42e-02 -2.00e-02  5.47e-03 -3.49e-02 0.999 4.05e-04 0.000379    
## 1774  1.18e-02 -1.72e-02  2.96e-03 -3.25e-02 0.999 3.52e-04 0.000373    
## 1775  7.31e-03 -9.59e-03  4.87e-03 -1.40e-02 1.001 6.53e-05 0.000421    
## 1776  1.91e-03 -6.28e-03  1.79e-02 -2.74e-02 1.000 2.50e-04 0.000450    
## 1777  2.64e-02 -3.30e-02  2.22e-02 -4.30e-02 0.999 6.17e-04 0.000504    
## 1778  2.96e-02 -3.67e-02  2.61e-02 -4.67e-02 0.999 7.28e-04 0.000537    
## 1779 -2.72e-03  2.18e-05  5.90e-03 -1.47e-02 1.000 7.24e-05 0.000306    
## 1780  5.25e-03 -1.03e-02  1.02e-02 -2.50e-02 0.999 2.09e-04 0.000257    
## 1781 -3.72e-03 -1.91e-03 -2.21e-02 -4.38e-02 0.999 6.39e-04 0.000497    
## 1782 -8.73e-03  3.49e-03 -2.89e-02 -4.66e-02 0.999 7.22e-04 0.000602    
## 1783 -1.84e-02  1.20e-02 -2.00e-03 -3.41e-02 0.998 3.88e-04 0.000258   *
## 1784  2.96e-03 -8.19e-03  2.24e-02 -3.33e-02 1.000 3.70e-04 0.000468    
## 1785 -6.97e-04 -8.67e-18  6.41e-18 -3.26e-03 1.001 3.55e-06 0.000207    
## 1786  6.49e-03 -1.12e-02  1.18e-02 -2.40e-02 1.000 1.92e-04 0.000283    
## 1787  3.45e-02 -4.31e-02  2.93e-02 -5.60e-02 0.997 1.04e-03 0.000510   *
## 1788  3.48e-02 -4.31e-02  3.03e-02 -5.53e-02 0.998 1.02e-03 0.000529   *
## 1789 -1.54e-02  1.33e-02  7.67e-05 -2.16e-02 1.001 1.55e-04 0.000937    
## 1790  6.79e-03 -1.41e-02 -1.06e-02 -4.75e-02 0.997 7.53e-04 0.000389   *
## 1791  5.48e-02 -6.20e-02  6.49e-02 -7.33e-02 1.000 1.79e-03 0.001723    
## 1792 -7.38e-04  2.19e-03 -6.09e-03  9.19e-03 1.001 2.81e-05 0.000460    
## 1793 -3.32e-03  2.10e-03 -8.49e-05 -6.53e-03 1.001 1.42e-05 0.000257    
## 1794  2.49e-03 -2.20e-03  2.26e-03  2.94e-03 1.001 2.88e-06 0.000631    
## 1795  3.50e-02 -3.14e-02  3.38e-02  4.12e-02 1.000 5.67e-04 0.000787    
## 1796  6.66e-03 -5.97e-03  6.41e-03  7.85e-03 1.001 2.05e-05 0.000773    
## 1797 -2.06e-03  1.92e-03 -2.24e-03 -2.47e-03 1.002 2.03e-06 0.001429   *
## 1798  8.52e-03 -6.49e-03  1.93e-02  2.47e-02 1.001 2.03e-04 0.000947    
## 1799  3.55e-03 -2.79e-03  2.03e-03  4.76e-03 1.001 7.55e-06 0.000315    
## 1800 -5.70e-03  8.58e-03 -5.84e-04  1.75e-02 1.000 1.02e-04 0.000370    
## 1801 -1.22e-02  7.60e-03 -3.26e-02 -4.66e-02 0.999 7.25e-04 0.000723    
## 1802  1.10e-02 -9.45e-03  9.11e-03  1.32e-02 1.001 5.79e-05 0.000493    
## 1803 -4.99e-02  4.56e-02 -5.10e-02 -5.91e-02 0.999 1.16e-03 0.001010    
## 1804 -8.76e-04  1.13e-03 -6.31e-04  1.59e-03 1.001 8.46e-07 0.000439    
## 1805  4.83e-03 -3.53e-03  1.81e-03  7.39e-03 1.001 1.82e-05 0.000274    
## 1806 -1.50e-03 -3.20e-03  1.46e-02 -2.72e-02 1.000 2.46e-04 0.000361    
## 1807 -1.39e-02  1.21e-02 -1.36e-04 -1.93e-02 1.001 1.25e-04 0.000937    
## 1808  6.65e-03 -3.55e-03  1.94e-02  2.93e-02 1.000 2.87e-04 0.000659    
## 1809 -5.66e-03  8.82e-03  2.73e-04  1.93e-02 1.000 1.24e-04 0.000370    
## 1810 -8.45e-03  1.08e-02 -6.37e-03  1.49e-02 1.001 7.40e-05 0.000453    
## 1811 -6.12e-03  6.16e-04 -2.56e-02 -4.55e-02 0.999 6.88e-04 0.000541    
## 1812 -2.91e-03  2.06e-03 -8.70e-04 -4.70e-03 1.001 7.36e-06 0.000267    
## 1813  2.15e-03  1.24e-03  1.32e-02  2.63e-02 1.000 2.31e-04 0.000494    
## 1814  1.92e-04 -5.26e-04 -6.69e-04 -2.25e-03 1.001 1.68e-06 0.000406    
## 1815 -1.38e-04  3.17e-04 -8.17e-04  1.17e-03 1.001 4.59e-07 0.000499    
## 1816 -5.81e-03  7.36e-03 -4.61e-03  9.89e-03 1.001 3.26e-05 0.000473    
## 1817  5.85e-03 -4.65e-03  3.55e-03  7.70e-03 1.001 1.97e-05 0.000327    
## 1818 -9.01e-03  1.51e-02 -3.34e-02  4.35e-02 0.999 6.30e-04 0.000630    
## 1819 -2.35e-03  8.28e-04  2.25e-03 -8.10e-03 1.001 2.19e-05 0.000279    
## 1820  5.62e-03 -2.85e-03  1.69e-02  2.58e-02 1.001 2.22e-04 0.000645    
## 1821 -9.40e-03  7.04e-03 -4.17e-03 -1.37e-02 1.000 6.27e-05 0.000284    
## 1822 -1.26e-02  1.68e-02 -2.04e-02  2.67e-02 1.000 2.38e-04 0.000511    
## 1823  3.90e-03 -7.12e-03  7.26e-03 -1.61e-02 1.000 8.66e-05 0.000269    
## 1824 -5.71e-03  1.19e-02  8.97e-03  4.01e-02 0.998 5.37e-04 0.000389    
## 1825 -1.98e-03  4.46e-04 -7.57e-03 -1.30e-02 1.001 5.64e-05 0.000560    
## 1826  6.72e-03 -1.44e-02 -1.17e-02 -5.01e-02 0.997 8.37e-04 0.000391   *
## 1827  3.27e-02 -2.92e-02 -1.25e-02  5.81e-02 1.002 1.13e-03 0.002525   *
## 1828  2.13e-03  2.46e-03  1.67e-02  3.49e-02 1.000 4.06e-04 0.000479    
## 1829  5.67e-03 -4.74e-03  1.16e-02  1.38e-02 1.002 6.36e-05 0.001252    
## 1830 -8.47e-03  1.35e-02  1.20e-03  3.07e-02 0.999 3.14e-04 0.000370    
## 1831 -1.35e-03  1.14e-03 -1.04e-03 -1.64e-03 1.001 9.02e-07 0.000429    
## 1832  3.32e-03  2.10e-03  2.09e-02  4.19e-02 0.999 5.85e-04 0.000492    
## 1833  1.62e-02 -1.02e-02  4.25e-02  6.03e-02 0.998 1.21e-03 0.000735    
## 1834  4.35e-04  4.62e-04  3.28e-03  6.83e-03 1.001 1.55e-05 0.000481    
## 1835 -3.15e-03 -3.92e-17  2.90e-17 -1.48e-02 1.000 7.25e-05 0.000207    
## 1836 -1.07e-02  1.41e-02 -6.75e-03  2.10e-02 1.000 1.47e-04 0.000412    
## 1837  2.02e-02 -1.77e-02  2.77e-02  3.17e-02 1.001 3.34e-04 0.000926    
## 1838 -1.31e-02  1.77e-02 -7.34e-03  2.78e-02 1.000 2.57e-04 0.000398    
## 1839  1.61e-02 -1.07e-02  4.09e-02  5.67e-02 0.999 1.07e-03 0.000770    
## 1840  1.10e-02 -4.14e-03  1.23e-02  3.63e-02 0.998 4.38e-04 0.000243   *
## 1841  5.28e-04  2.60e-03  9.88e-03  2.28e-02 1.000 1.74e-04 0.000455    
## 1842 -9.48e-04  5.52e-04 -2.64e-03 -3.87e-03 1.001 5.00e-06 0.000690    
## 1843  9.35e-03 -7.85e-03  1.90e-02  2.26e-02 1.002 1.70e-04 0.001274    
## 1844 -9.87e-03  1.29e-02 -6.57e-03  1.89e-02 1.001 1.19e-04 0.000421    
## 1845 -3.03e-03  6.73e-03  5.96e-03  2.42e-02 1.000 1.96e-04 0.000394    
## 1846  2.38e-03 -1.45e-03  6.42e-03  9.25e-03 1.001 2.85e-05 0.000713    
## 1847 -3.83e-03  7.35e-03  4.22e-03  2.26e-02 1.000 1.70e-04 0.000383    
## 1848  5.92e-03 -4.41e-03  2.53e-03  8.75e-03 1.001 2.55e-05 0.000281    
## 1849  1.03e-02 -4.52e-03  3.27e-02  5.18e-02 0.999 8.95e-04 0.000616    
## 1850 -7.62e-03  1.08e-02 -2.80e-03  1.90e-02 1.000 1.21e-04 0.000378    
## 1851  3.95e-04  4.21e-04  2.98e-03  6.21e-03 1.001 1.28e-05 0.000481    
## 1852 -5.23e-03  9.82e-03  5.11e-03  2.92e-02 1.000 2.85e-04 0.000382    
## 1853  9.93e-03 -1.19e-02  9.94e-03 -1.43e-02 1.001 6.83e-05 0.000715    
## 1854 -1.18e-03  1.57e-03 -1.90e-03  2.49e-03 1.001 2.07e-06 0.000516    
## 1855 -4.97e-03 -6.04e-04 -4.30e-03 -2.73e-02 0.999 2.48e-04 0.000220    
## 1856  1.98e-02 -2.59e-02  1.32e-02 -3.77e-02 0.999 4.74e-04 0.000422    
## 1857 -1.75e-02  1.53e-02 -1.33e-03 -2.32e-02 1.001 1.80e-04 0.000940    
## 1858  6.34e-05 -3.04e-04  9.33e-04 -1.48e-03 1.001 7.32e-07 0.000426    
## 1859 -8.19e-03  5.71e-03 -2.12e-03 -1.36e-02 1.000 6.21e-05 0.000264    
## 1860 -2.04e-03  2.92e-03 -3.39e-03  5.04e-03 1.001 8.45e-06 0.000392    
## 1861  1.13e-02 -1.35e-02  1.14e-02 -1.63e-02 1.001 8.85e-05 0.000728    
## 1862 -5.63e-03  3.01e-03 -1.64e-02 -2.48e-02 1.001 2.05e-04 0.000659    
## 1863  3.59e-02 -4.31e-02  3.56e-02 -5.21e-02 0.999 9.04e-04 0.000693    
## 1864 -1.22e-02  1.56e-02 -9.25e-03  2.15e-02 1.000 1.54e-04 0.000454    
## 1865  8.01e-03 -9.66e-03  1.24e-02 -1.39e-02 1.002 6.45e-05 0.001033    
## 1866 -6.00e-03  3.70e-03 -7.46e-03 -1.40e-02 1.001 6.53e-05 0.000300    
## 1867  9.14e-03 -1.11e-02  8.72e-03 -1.36e-02 1.001 6.18e-05 0.000627    
## 1868  1.85e-02 -2.32e-02  2.90e-02 -3.45e-02 1.000 3.97e-04 0.000733    
## 1869  9.65e-03 -1.36e-02  1.59e-02 -2.32e-02 1.000 1.80e-04 0.000405    
## 1870  2.61e-03  4.61e-04 -7.36e-03  1.70e-02 1.000 9.59e-05 0.000317    
## 1871 -2.88e-04 -2.78e-04 -1.24e-04 -2.70e-03 1.001 2.43e-06 0.000215    
## 1872 -2.26e-03  1.23e-03  6.20e-04 -5.40e-03 1.001 9.73e-06 0.000261    
## 1873  1.59e-03 -2.71e-03  6.05e-03 -7.92e-03 1.001 2.09e-05 0.000619    
## 1874 -1.28e-02  7.66e-03 -1.58e-02 -3.06e-02 0.999 3.12e-04 0.000292    
## 1875  3.07e-02 -4.01e-02  2.09e-02 -5.79e-02 0.996 1.12e-03 0.000426   *
## 1876 -1.36e-02  9.61e-03 -1.76e-02 -2.75e-02 1.000 2.53e-04 0.000362    
## 1877  1.83e-02 -2.16e-02  1.92e-02 -2.57e-02 1.001 2.19e-04 0.000845    
## 1878 -2.38e-02  1.77e-02 -3.11e-02 -4.51e-02 0.998 6.79e-04 0.000409   *
## 1879 -5.12e-05  2.12e-05 -5.84e-05 -1.60e-04 1.001 8.57e-09 0.000247    
## 1880 -2.44e-04 -1.91e-03  7.53e-04 -1.02e-02 1.001 3.44e-05 0.000216    
## 1881  1.92e-02 -2.28e-02  1.97e-02 -2.72e-02 1.001 2.47e-04 0.000778    
## 1882  2.82e-02 -3.47e-02  4.39e-02 -5.08e-02 1.000 8.60e-04 0.000852    
## 1883  2.15e-02 -2.71e-02  1.75e-02 -3.58e-02 0.999 4.28e-04 0.000486    
## 1884  1.42e-03 -4.13e-03  1.14e-02 -1.72e-02 1.001 9.84e-05 0.000462    
## 1885  1.15e-02 -1.56e-02  1.86e-02 -2.53e-02 1.000 2.14e-04 0.000469    
## 1886 -2.72e-03  1.70e-03  5.71e-03 -1.09e-02 1.002 3.96e-05 0.001291    
## 1887  3.48e-03 -7.09e-03  1.74e-02 -2.42e-02 1.000 1.94e-04 0.000532    
## 1888 -4.06e-04  1.59e-04  3.32e-04 -1.31e-03 1.001 5.71e-07 0.000275    
## 1889 -3.19e-02  2.48e-02 -4.23e-02 -5.75e-02 0.997 1.10e-03 0.000467   *
## 1890  9.71e-03 -1.36e-02  2.67e-02 -3.17e-02 1.001 3.35e-04 0.000881    
## 1891  8.55e-03 -1.50e-02 -5.33e-03 -4.06e-02 0.998 5.49e-04 0.000376    
## 1892  6.17e-03 -1.47e-03 -8.39e-03  2.53e-02 1.000 2.13e-04 0.000289    
## 1893 -7.75e-04  1.20e-03  5.01e-06  2.57e-03 1.001 2.20e-06 0.000370    
## 1894 -2.87e-02  2.31e-02  1.61e-02 -5.79e-02 1.000 1.12e-03 0.001015    
## 1895 -5.23e-03  7.49e-03 -8.69e-03  1.30e-02 1.001 5.61e-05 0.000390    
## 1896 -4.29e-03 -1.37e-03  1.43e-02 -3.15e-02 0.999 3.32e-04 0.000324    
## 1897  9.02e-04 -4.55e-04 -3.79e-04  2.35e-03 1.001 1.85e-06 0.000264    
## 1898 -9.61e-03  1.34e-02 -1.58e-02  2.25e-02 1.000 1.68e-04 0.000424    
## 1899  9.37e-03 -1.55e-02 -3.05e-03 -3.80e-02 0.999 4.80e-04 0.000372    
## 1900 -3.28e-03  5.99e-03 -1.39e-02  1.87e-02 1.001 1.17e-04 0.000576    
## 1901 -3.05e-04  3.72e-04 -2.83e-04  4.62e-04 1.001 7.13e-08 0.000592    
## 1902  4.42e-03 -6.69e-03  3.55e-04 -1.38e-02 1.001 6.34e-05 0.000370    
## 1903  7.53e-03 -1.05e-02  3.10e-03 -1.81e-02 1.000 1.09e-04 0.000381    
## 1904 -2.46e-02  2.23e-02 -7.86e-03 -2.81e-02 1.001 2.63e-04 0.001016    
## 1905  3.05e-03 -7.20e-03  1.87e-02 -2.70e-02 1.000 2.42e-04 0.000494    
## 1906  2.83e-03 -2.22e-03  1.61e-03  3.81e-03 1.001 4.85e-06 0.000313    
## 1907  1.03e-03 -1.27e-03  9.31e-04 -1.60e-03 1.001 8.51e-07 0.000560    
## 1908  2.27e-03 -2.79e-03  3.54e-03 -4.08e-03 1.001 5.54e-06 0.000874    
## 1909 -3.12e-03  2.60e-03 -2.29e-03 -3.85e-03 1.001 4.95e-06 0.000399    
## 1910  2.75e-03 -1.83e-03  3.94e-04  4.98e-03 1.001 8.26e-06 0.000259    
## 1911 -7.99e-05  9.82e-05 -7.21e-05  1.24e-04 1.001 5.10e-09 0.000560    
## 1912 -2.91e-02  2.55e-02 -2.60e-02 -3.44e-02 1.000 3.94e-04 0.000599    
## 1913  6.92e-04  6.43e-04 -3.79e-03  7.59e-03 1.001 1.92e-05 0.000343    
## 1914 -7.79e-03  9.42e-03 -7.51e-03  1.15e-02 1.001 4.42e-05 0.000644    
## 1915 -1.10e-02  1.70e-02  1.34e-04  3.66e-02 0.999 4.47e-04 0.000370    
## 1916  8.73e-03 -1.12e-02  1.39e-02 -1.72e-02 1.001 9.88e-05 0.000609    
## 1917  9.95e-03 -1.31e-02  6.37e-03 -1.95e-02 1.000 1.27e-04 0.000414    
## 1918 -1.27e-03  5.56e-04  8.42e-04 -3.79e-03 1.001 4.80e-06 0.000271    
## 1919 -6.90e-03  4.44e-04  1.36e-02 -3.52e-02 0.998 4.12e-04 0.000303    
## 1920 -2.19e-02  2.48e-02 -2.59e-02  2.92e-02 1.002 2.85e-04 0.001712   *
## 1921  4.49e-03 -7.69e-03  1.72e-02 -2.26e-02 1.001 1.70e-04 0.000615    
## 1922  9.11e-06  1.59e-03 -5.63e-03  9.57e-03 1.001 3.05e-05 0.000394    
## 1923 -7.45e-03  6.09e-03 -1.00e-02 -1.26e-02 1.001 5.32e-05 0.000580    
## 1924  1.58e-03 -1.34e-03 -3.08e-04  2.52e-03 1.002 2.12e-06 0.000951    
## 1925 -5.09e-03  5.62e-04 -5.01e-03 -2.27e-02 0.999 1.71e-04 0.000226    
## 1926  3.32e-02 -3.99e-02  3.26e-02 -4.84e-02 0.999 7.80e-04 0.000677    
## 1927 -3.84e-02  4.39e-02 -4.41e-02  5.16e-02 1.001 8.88e-04 0.001370    
## 1928 -1.13e-03  1.89e-03  4.18e-04  4.70e-03 1.001 7.38e-06 0.000373    
## 1929  3.62e-03 -4.98e-03  1.73e-03 -8.22e-03 1.001 2.25e-05 0.000387    
## 1930  3.11e-03 -4.96e-03 -4.93e-04 -1.14e-02 1.001 4.32e-05 0.000371    
## 1931 -6.01e-03  7.19e-03 -6.02e-03  8.67e-03 1.001 2.50e-05 0.000714    
## 1932 -4.36e-03  5.74e-03 -1.07e-02  1.22e-02 1.002 4.93e-05 0.001106    
## 1933  6.37e-03 -9.21e-03  1.06e-02 -1.62e-02 1.001 8.72e-05 0.000378    
## 1934  2.19e-03 -3.23e-03  6.58e-03 -8.05e-03 1.001 2.16e-05 0.000776    
## 1935  5.56e-03 -4.90e-03  6.70e-04  7.16e-03 1.002 1.71e-05 0.000945    
## 1936  1.97e-02 -2.54e-02  3.13e-02 -3.90e-02 1.000 5.07e-04 0.000601    
## 1937  7.72e-03 -6.68e-03 -1.82e-04  1.10e-02 1.001 4.02e-05 0.000937    
## 1938 -3.30e-02  3.15e-02 -2.44e-02 -3.34e-02 1.002 3.71e-04 0.002005   *
## 1939 -1.14e-04  1.54e-04 -2.92e-04  3.39e-04 1.002 3.82e-08 0.001003    
## 1940 -1.22e-02  1.46e-02 -2.06e-02  2.24e-02 1.002 1.67e-04 0.001357    
## 1941 -1.75e-03 -2.54e-04  4.74e-03 -1.11e-02 1.001 4.08e-05 0.000315    
## 1942  5.61e-03 -1.67e-03 -6.45e-03  2.11e-02 1.000 1.48e-04 0.000284    
## 1943 -1.76e-02  1.63e-02 -5.14e-03 -2.00e-02 1.002 1.34e-04 0.001684   *
## 1944 -1.24e-02  1.72e-02 -2.03e-02  2.85e-02 1.000 2.71e-04 0.000436    
## 1945  9.19e-03 -7.23e-03  5.29e-03  1.23e-02 1.001 5.07e-05 0.000315    
## 1946 -3.37e-03  7.47e-04  4.77e-03 -1.41e-02 1.000 6.63e-05 0.000291    
## 1947  9.67e-03 -7.09e-03  3.73e-03  1.47e-02 1.000 7.21e-05 0.000275    
## 1948  3.50e-03 -2.23e-03  1.57e-04  6.78e-03 1.001 1.53e-05 0.000258    
## 1949 -2.72e-04  7.29e-04  9.01e-04  3.07e-03 1.001 3.14e-06 0.000405    
## 1950 -1.42e-03  3.19e-04  1.99e-03 -5.91e-03 1.001 1.17e-05 0.000290    
## 1951  1.58e-04  2.54e-04  1.44e-03  3.10e-03 1.001 3.20e-06 0.000472    
## 1952 -4.53e-02  4.41e-02 -4.18e-02 -4.78e-02 1.004 7.62e-04 0.003969   *
## 1953 -4.42e-03  5.81e-03 -2.87e-03  8.57e-03 1.001 2.45e-05 0.000417    
## 1954 -6.96e-04  1.16e-03  2.50e-04  2.87e-03 1.001 2.76e-06 0.000373    
## 1955 -1.28e-02  1.57e-02 -1.99e-02  2.28e-02 1.001 1.73e-04 0.000913    
## 1956 -3.52e-03  1.90e-03  1.04e-03 -8.52e-03 1.001 2.42e-05 0.000261    
## 1957 -6.95e-04  1.34e-03 -1.33e-03  3.17e-03 1.001 3.36e-06 0.000260    
## 1958 -2.20e-03  3.23e-03 -6.57e-03  8.02e-03 1.001 2.15e-05 0.000781    
## 1959 -6.76e-03  8.59e-03 -1.07e-02  1.30e-02 1.001 5.61e-05 0.000664    
## 1960 -5.00e-03  6.30e-03 -7.87e-03  9.42e-03 1.001 2.96e-05 0.000708    
## 1961 -9.26e-03  1.21e-02 -2.21e-02  2.51e-02 1.001 2.09e-04 0.001165    
## 1962  1.72e-02 -1.46e-02 -1.01e-02  3.47e-02 1.002 4.02e-04 0.001717   *
## 1963  1.96e-05 -1.59e-05 -2.73e-05  5.93e-05 1.004 1.17e-09 0.003056   *
## 1964  2.39e-03 -7.74e-05 -4.99e-03  1.26e-02 1.001 5.33e-05 0.000305    
## 1965  3.97e-02 -3.57e-02  3.84e-02  4.68e-02 1.000 7.30e-04 0.000784    
## 1966 -9.41e-03  7.48e-03 -5.69e-03 -1.24e-02 1.001 5.13e-05 0.000326    
## 1967 -7.02e-04 -2.38e-03  5.68e-04 -1.46e-02 1.000 7.06e-05 0.000215    
## 1968 -6.18e-03  4.44e-03 -2.04e-03 -9.78e-03 1.001 3.19e-05 0.000269    
## 1969 -5.27e-04  3.80e-04 -6.84e-04 -1.04e-03 1.001 3.58e-07 0.000380    
## 1970  7.69e-03 -8.99e-03  8.31e-03 -1.06e-02 1.002 3.76e-05 0.000955    
## 1971  7.93e-03 -1.08e-02  1.29e-02 -1.77e-02 1.001 1.04e-04 0.000459    
## 1972  2.91e-03 -5.48e-03  1.29e-02 -1.76e-02 1.001 1.03e-04 0.000561    
## 1973  1.04e-02 -6.80e-03  1.32e-02  2.29e-02 1.000 1.75e-04 0.000320    
## 1974  3.47e-02 -3.09e-02 -1.53e-02  6.39e-02 1.002 1.36e-03 0.002553   *
## 1975 -9.26e-03  6.62e-03  1.86e-02 -3.56e-02 1.002 4.22e-04 0.002167   *
## 1976  9.51e-03 -1.20e-02  7.57e-03 -1.62e-02 1.001 8.70e-05 0.000474    
## 1977 -2.69e-02  3.22e-02 -2.71e-02  3.87e-02 1.000 5.00e-04 0.000723    
## 1978 -1.11e-03  1.37e-03 -2.41e-03  2.64e-03 1.002 2.32e-06 0.001529   *
## 1979 -1.86e-02  1.46e-02 -1.08e-02 -2.48e-02 1.000 2.05e-04 0.000318    
## 1980 -6.64e-03  1.08e-02 -2.34e-02  3.00e-02 1.000 3.01e-04 0.000656    
## 1981  4.18e-03  7.39e-04 -1.18e-02  2.72e-02 0.999 2.47e-04 0.000317    
## 1982 -2.46e-02  2.28e-02 -6.64e-03 -2.83e-02 1.002 2.67e-04 0.001664   *
## 1983 -4.40e-02  4.09e-02 -2.27e-02 -4.58e-02 1.001 7.00e-04 0.001240    
## 1984  3.07e-04 -6.85e-04  1.74e-03 -2.48e-03 1.001 2.05e-06 0.000506    
## 1985 -1.07e-02  6.80e-03 -4.44e-04 -2.08e-02 1.000 1.44e-04 0.000258    
## 1986 -3.07e-04  6.02e-04 -5.93e-04  1.45e-03 1.001 7.04e-07 0.000258    
## 1987 -4.14e-04  1.93e-03 -5.90e-03  9.36e-03 1.001 2.92e-05 0.000428    
## 1988  4.61e-04 -1.02e-03  9.51e-04 -2.71e-03 1.001 2.45e-06 0.000245    
## 1989 -1.11e-02  9.77e-03 -1.29e-03 -1.43e-02 1.001 6.83e-05 0.000944    
## 1990  3.86e-03 -1.77e-03  1.21e-02  1.90e-02 1.001 1.20e-04 0.000623    
## 1991 -2.88e-03  5.94e-03  4.36e-03  1.99e-02 1.000 1.31e-04 0.000389    
## 1992  2.02e-02 -2.49e-02  1.83e-02 -3.14e-02 1.000 3.28e-04 0.000560    
## 1993 -9.08e-04  1.72e-03 -4.06e-03  5.52e-03 1.001 1.01e-05 0.000560    
## 1994 -5.16e-03  6.72e-03 -3.56e-03  9.64e-03 1.001 3.10e-05 0.000429    
## 1995  1.55e-03  1.28e-03  7.81e-04  1.36e-02 1.000 6.14e-05 0.000215    
## 1996 -1.18e-02  9.65e-03 -1.59e-02 -2.01e-02 1.001 1.34e-04 0.000579    
## 1997 -1.51e-04 -4.23e-05  4.81e-04 -1.07e-03 1.001 3.85e-07 0.000322    
## 1998  1.54e-02 -1.20e-02  8.68e-03  2.07e-02 1.000 1.43e-04 0.000312    
## 1999 -6.41e-03  9.27e-03 -1.79e-03  1.72e-02 1.001 9.87e-05 0.000374    
## 2000  4.63e-03 -5.04e-04  4.55e-03  2.07e-02 1.000 1.42e-04 0.000226    
## 2001  1.08e-02 -1.36e-02  8.94e-03 -1.79e-02 1.001 1.07e-04 0.000493    
## 2002 -6.50e-03  8.68e-03 -3.90e-03  1.32e-02 1.001 5.84e-05 0.000405    
## 2003  6.84e-04 -5.58e-04  9.20e-04  1.16e-03 1.001 4.51e-07 0.000574    
## 2004  4.52e-03 -1.53e-03  1.58e-02  2.60e-02 1.000 2.26e-04 0.000584    
## 2005 -2.26e-04 -6.84e-04 -2.99e-03 -6.73e-03 1.001 1.51e-05 0.000461    
## 2006  4.83e-03 -3.19e-03  1.23e-02  1.72e-02 1.001 9.84e-05 0.000764    
## 2007 -5.77e-03  6.67e-03 -6.43e-03  7.85e-03 1.002 2.05e-05 0.001122    
## 2008  7.11e-05 -1.18e-04 -2.57e-05 -2.94e-04 1.001 2.88e-08 0.000373    
## 2009 -9.82e-04  7.03e-04 -2.35e-03 -3.13e-03 1.001 3.28e-06 0.000845    
## 2010 -1.04e-03  8.80e-04 -8.14e-04 -1.26e-03 1.001 5.30e-07 0.000441    
## 2011 -5.55e-04 -5.21e-04 -2.48e-04 -5.14e-03 1.001 8.81e-06 0.000215    
## 2012 -5.69e-03  4.51e-03 -7.59e-03 -1.00e-02 1.001 3.34e-05 0.000504    
## 2013  2.60e-04 -5.08e-04 -3.13e-04 -1.59e-03 1.001 8.48e-07 0.000385    
## 2014  1.58e-03 -1.18e-03  6.94e-04  2.32e-03 1.001 1.79e-06 0.000283    
## 2015 -5.91e-03  9.64e-03  1.52e-03  2.30e-02 1.000 1.76e-04 0.000372    
## 2016 -1.90e-03 -2.37e-17  1.75e-17 -8.92e-03 1.001 2.65e-05 0.000207    
## 2017  2.77e-02 -3.20e-02  3.08e-02 -3.76e-02 1.001 4.72e-04 0.001123    
## 2018 -5.58e-03  5.33e-03 -4.17e-03 -5.65e-03 1.003 1.06e-05 0.002058   *
## 2019 -2.90e-04 -4.25e-04 -2.53e-03 -5.38e-03 1.001 9.66e-06 0.000474    
## 2020 -1.15e-02  9.43e-03 -8.02e-03 -1.44e-02 1.001 6.91e-05 0.000373    
## 2021  5.30e-04 -1.45e-03 -1.84e-03 -6.20e-03 1.001 1.28e-05 0.000406    
## 2022  9.95e-03 -1.36e-02  5.15e-03 -2.18e-02 1.000 1.59e-04 0.000392    
## 2023 -2.66e-03  1.35e-03 -7.97e-03 -1.22e-02 1.001 4.96e-05 0.000645    
## 2024 -1.08e-02  8.91e-03 -7.60e-03 -1.36e-02 1.001 6.14e-05 0.000375    
## 2025  2.08e-04 -7.68e-04 -1.29e-03 -3.84e-03 1.001 4.92e-06 0.000417    
## 2026 -1.61e-02  1.28e-02 -9.75e-03 -2.12e-02 1.000 1.50e-04 0.000326    
## 2027  8.12e-03 -1.18e-02  2.13e-03 -2.21e-02 1.000 1.62e-04 0.000373    
## 2028 -2.32e-03 -2.71e-03 -1.82e-02 -3.82e-02 0.999 4.86e-04 0.000479    
## 2029 -1.69e-03  2.38e-03 -6.50e-04  4.16e-03 1.001 5.77e-06 0.000379    
## 2030  3.15e-03 -2.45e-03  6.97e-03  8.81e-03 1.002 2.59e-05 0.000992    
## 2031 -6.41e-02  5.98e-02 -7.00e-02 -7.70e-02 1.000 1.98e-03 0.001471   *
## 2032 -9.20e-04  4.31e-03  8.39e-03  2.35e-02 1.000 1.85e-04 0.000424    
## 2033 -1.18e-02  1.96e-02  4.02e-03  4.82e-02 0.997 7.73e-04 0.000373   *
## 2034  5.12e-04 -1.11e-03 -9.40e-04 -3.93e-03 1.001 5.14e-06 0.000392    
## 2035  1.07e-02 -7.35e-03  2.66e-02  3.63e-02 1.000 4.39e-04 0.000797    
## 2036 -1.56e-02  1.08e-02 -3.83e-02 -5.20e-02 0.999 9.02e-04 0.000808    
## 2037 -1.86e-03 -5.98e-03 -2.56e-02 -5.78e-02 0.997 1.11e-03 0.000460   *
## 2038 -4.58e-02  4.26e-02 -4.97e-02 -5.49e-02 1.001 1.01e-03 0.001421    
## 2039  5.14e-03 -1.12e-02 -9.37e-03 -3.93e-02 0.999 5.14e-04 0.000392    
## 2040  1.62e-03 -8.35e-04  4.82e-03  7.35e-03 1.001 1.80e-05 0.000649    
## 2041  1.52e-04  5.89e-04 -1.61e-04  3.50e-03 1.001 4.09e-06 0.000215    
## 2042 -6.16e-04  1.26e-03 -3.10e-03  4.33e-03 1.001 6.26e-06 0.000529    
## 2043  3.54e-03 -7.99e-03 -7.33e-03 -2.92e-02 1.000 2.84e-04 0.000395    
## 2044  9.13e-03 -1.47e-02 -1.93e-03 -3.45e-02 0.999 3.98e-04 0.000371    
## 2045  7.50e-03 -5.29e-03  9.67e-03  1.52e-02 1.001 7.66e-05 0.000362    
## 2046  1.75e-02 -1.12e-02  4.59e-02  6.50e-02 0.998 1.41e-03 0.000738   *
## 2047 -5.02e-02  4.76e-02 -3.45e-02 -5.07e-02 1.001 8.57e-04 0.001745    
## 2048 -5.42e-03  7.77e-03 -1.67e-03  1.42e-02 1.001 6.72e-05 0.000375    
## 2049  3.58e-04 -9.17e-04 -1.06e-03 -3.73e-03 1.001 4.64e-06 0.000402    
## 2050 -9.36e-03  1.18e-02 -7.52e-03  1.58e-02 1.001 8.32e-05 0.000478    
## 2051  2.05e-02 -1.84e-02  1.98e-02  2.42e-02 1.001 1.95e-04 0.000783    
## 2052  8.67e-04 -1.35e-03 -4.11e-05 -2.95e-03 1.001 2.91e-06 0.000370    
## 2053 -2.26e-02  1.94e-02 -1.85e-02 -2.72e-02 1.000 2.46e-04 0.000479    
## 2054 -1.41e-02  9.79e-03 -1.81e-02 -2.89e-02 1.000 2.78e-04 0.000353    
## 2055  3.53e-03 -7.68e-03  7.21e-03 -2.01e-02 1.000 1.35e-04 0.000246    
## 2056  1.80e-02 -1.12e-02 -1.53e-04  3.61e-02 0.998 4.34e-04 0.000257   *
## 2057 -2.35e-02  2.17e-02 -4.20e-02 -4.55e-02 1.003 6.90e-04 0.002496   *
## 2058  5.49e-03 -3.79e-04  2.34e-02  4.20e-02 0.999 5.88e-04 0.000537    
## 2059 -3.71e-04  2.74e-04 -4.85e-04 -7.10e-04 1.001 1.68e-07 0.000402    
## 2060  1.00e-02 -1.56e-02  1.73e-02 -2.97e-02 0.999 2.94e-04 0.000325    
## 2061 -2.82e-03  6.05e-03  4.93e-03  2.11e-02 1.000 1.48e-04 0.000391    
## 2062  6.11e-04  7.60e-18 -5.62e-18  2.86e-03 1.001 2.73e-06 0.000207    
## 2063 -8.03e-04  4.30e-04 -2.34e-03 -3.53e-03 1.001 4.16e-06 0.000660    
## 2064 -6.58e-03  3.99e-03  3.99e-04 -1.37e-02 1.000 6.26e-05 0.000258    
## 2065  8.19e-04 -5.50e-04  2.06e-03  2.85e-03 1.001 2.71e-06 0.000778    
## 2066 -1.67e-03  3.10e-03  1.54e-03  9.12e-03 1.001 2.77e-05 0.000381    
## 2067  5.08e-03 -1.03e-02 -7.01e-03 -3.34e-02 0.999 3.71e-04 0.000387    
## 2068  6.39e-04 -5.03e-04 -4.41e-04  1.39e-03 1.002 6.42e-07 0.001042    
## 2069 -1.15e-02  1.51e-02 -1.84e-02  2.38e-02 1.001 1.88e-04 0.000537    
## 2070  1.94e-03 -3.34e-03  3.51e-03 -7.13e-03 1.001 1.69e-05 0.000283    
## 2071 -1.39e-02  1.09e-02 -3.04e-02 -3.81e-02 1.001 4.84e-04 0.001023    
## 2072 -8.48e-04  5.59e-04 -1.07e-03 -1.85e-03 1.001 1.14e-06 0.000324    
## 2073 -3.41e-04 -9.23e-04  1.57e-04 -5.98e-03 1.001 1.19e-05 0.000215    
## 2074  2.82e-03 -1.51e-03  8.23e-03  1.24e-02 1.001 5.15e-05 0.000659    
## 2075  2.99e-03 -3.81e-03  2.30e-03 -5.19e-03 1.001 8.98e-06 0.000461    
## 2076  5.24e-03 -6.21e-03  5.40e-03 -7.41e-03 1.001 1.83e-05 0.000789    
## 2077  3.30e-03 -4.98e-03  2.87e-04 -1.02e-02 1.001 3.49e-05 0.000370    
## 2078 -1.33e-04 -2.33e-03  8.49e-03 -1.46e-02 1.001 7.12e-05 0.000389    
## 2079  8.72e-04 -2.43e-03 -3.14e-03 -1.05e-02 1.001 3.65e-05 0.000407    
## 2080 -5.81e-03  9.00e-03  1.41e-04  1.95e-02 1.000 1.27e-04 0.000370    
## 2081 -4.32e-04  6.13e-04 -1.52e-04  1.09e-03 1.001 3.98e-07 0.000377    
## 2082 -1.35e-03  1.19e-03 -1.22e-03 -1.59e-03 1.001 8.45e-07 0.000618    
## 2083 -2.44e-04 -5.03e-04 -2.55e-03 -5.57e-03 1.001 1.03e-05 0.000468    
## 2084 -3.32e-03  6.30e-03  3.44e-03  1.90e-02 1.000 1.21e-04 0.000382    
## 2085 -2.09e-03  2.98e-03 -7.00e-04  5.36e-03 1.001 9.56e-06 0.000376    
## 2086 -3.44e-02  3.25e-02 -2.26e-02 -3.48e-02 1.002 4.04e-04 0.001619    
## 2087 -3.50e-03  5.86e-03  1.32e-03  1.46e-02 1.001 7.11e-05 0.000373    
## 2088  2.89e-02 -2.55e-02  2.62e-02  3.42e-02 1.000 3.89e-04 0.000625    
## 2089  4.71e-04  1.09e-03  5.26e-03  1.16e-02 1.001 4.50e-05 0.000466    
## 2090 -6.03e-05  2.95e-03  8.29e-03  2.07e-02 1.000 1.42e-04 0.000441    
## 2091 -2.57e-04  1.27e-03  2.53e-03  7.03e-03 1.001 1.65e-05 0.000425    
## 2092 -6.24e-03  1.15e-02  5.32e-03  3.31e-02 0.999 3.64e-04 0.000380    
## 2093 -2.99e-03  4.50e-03 -3.04e-04  9.19e-03 1.001 2.81e-05 0.000370    
## 2094 -8.47e-03  6.71e-03 -1.13e-02 -1.49e-02 1.001 7.39e-05 0.000506    
## 2095  4.13e-03 -2.95e-03  9.91e-03  1.32e-02 1.001 5.84e-05 0.000842    
## 2096  1.14e-03  1.60e-03  9.70e-03  2.06e-02 1.001 1.42e-04 0.000475    
## 2097  9.44e-03 -6.59e-03  2.30e-02  3.11e-02 1.001 3.23e-04 0.000817    
## 2098 -6.87e-05  3.99e-03  1.13e-02  2.80e-02 1.000 2.62e-04 0.000441    
## 2099  7.47e-03 -3.51e-03 -4.07e-03  2.09e-02 1.000 1.46e-04 0.000268    
## 2100 -4.42e-03  6.31e-03 -1.47e-03  1.14e-02 1.001 4.32e-05 0.000376    
## 2101  1.12e-03 -1.03e-03  1.57e-03  1.68e-03 1.002 9.43e-07 0.001619   *
## 2102 -1.07e-02  1.57e-02 -2.22e-03  3.03e-02 0.999 3.06e-04 0.000372    
## 2103  1.80e-02 -1.22e-02  4.53e-02  6.24e-02 0.998 1.30e-03 0.000782    
## 2104  1.17e-03 -4.43e-04  3.96e-03  6.44e-03 1.001 1.38e-05 0.000595    
## 2105  3.64e-02 -3.16e-02  3.14e-02  4.33e-02 0.999 6.24e-04 0.000544    
## 2106  5.23e-04 -3.13e-04  1.43e-03  2.07e-03 1.001 1.43e-06 0.000704    
## 2107 -1.03e-04  1.62e-04  1.03e-05  3.62e-04 1.001 4.36e-08 0.000370    
## 2108 -5.94e-03  1.01e-02 -2.24e-02  2.93e-02 1.000 2.86e-04 0.000622    
## 2109 -3.77e-03  2.02e-03 -1.10e-02 -1.66e-02 1.001 9.17e-05 0.000660    
## 2110  1.14e-03  2.41e-05  5.17e-03  9.46e-03 1.001 2.98e-05 0.000527    
## 2111  8.74e-03 -1.10e-02  7.13e-03 -1.46e-02 1.001 7.07e-05 0.000487    
## 2112 -3.01e-03  1.80e-03 -8.24e-03 -1.20e-02 1.001 4.79e-05 0.000702    
## 2113  1.66e-02 -1.27e-02  3.72e-02  4.75e-02 1.000 7.52e-04 0.000961    
## 2114 -5.16e-04  5.63e-03  1.40e-02  3.62e-02 0.999 4.38e-04 0.000435    
## 2115 -7.44e-04 -1.05e-03  5.33e-03 -1.03e-02 1.001 3.53e-05 0.000352    
## 2116  4.40e-03 -6.34e-03  1.27e-02 -1.53e-02 1.001 7.82e-05 0.000820    
## 2117 -7.52e-03  8.61e-03 -8.65e-03  1.01e-02 1.002 3.42e-05 0.001366   *
## 2118  1.57e-03 -2.01e-03  2.49e-03 -3.07e-03 1.001 3.14e-06 0.000624    
## 2119 -4.40e-03 -5.56e-04 -3.79e-03 -2.43e-02 0.999 1.96e-04 0.000220    
## 2120  6.12e-03 -9.88e-03  1.07e-02 -1.97e-02 1.000 1.29e-04 0.000305    
## 2121  1.09e-02 -1.63e-02  1.22e-03 -3.31e-02 0.999 3.66e-04 0.000370    
## 2122 -1.55e-03 -3.20e-03 -1.62e-02 -3.55e-02 0.999 4.20e-04 0.000468    
## 2123  1.66e-02 -2.36e-02  5.72e-03 -4.22e-02 0.998 5.94e-04 0.000377   *
## 2124  1.08e-02 -1.44e-02  6.43e-03 -2.20e-02 1.000 1.61e-04 0.000405    
## 2125  4.59e-03 -1.19e-02  1.04e-02 -3.50e-02 0.998 4.08e-04 0.000235   *
## 2126  1.09e-02 -9.56e-03  6.92e-04  1.46e-02 1.001 7.13e-05 0.000939    
## 2127  3.07e-02 -3.61e-02  3.26e-02 -4.27e-02 1.000 6.08e-04 0.000889    
## 2128 -3.98e-02  3.36e-02  7.77e-03 -6.35e-02 0.999 1.34e-03 0.000951    
## 2129  8.26e-04 -3.86e-03  1.18e-02 -1.87e-02 1.001 1.17e-04 0.000428    
## 2130  3.05e-03 -6.82e-03  1.74e-02 -2.48e-02 1.000 2.05e-04 0.000505    
## 2131 -8.96e-03  5.13e-03  1.61e-03 -2.02e-02 1.000 1.36e-04 0.000259    
## 2132  1.05e-02 -1.31e-02  1.65e-02 -1.95e-02 1.001 1.27e-04 0.000757    
## 2133 -2.19e-02  1.65e-02 -9.99e-03 -3.17e-02 0.999 3.34e-04 0.000286    
## 2134  4.70e-03 -6.82e-03  1.37e-02 -1.66e-02 1.001 9.21e-05 0.000807    
## 2135 -1.58e-04 -6.17e-03  2.21e-02 -3.77e-02 0.999 4.74e-04 0.000392    
## 2136  3.26e-02 -3.68e-02  3.89e-02 -4.35e-02 1.002 6.31e-04 0.001846    
## 2137 -9.06e-03  6.63e-03 -3.46e-03 -1.38e-02 1.000 6.35e-05 0.000275    
## 2138  1.64e-03 -1.96e-03  2.53e-03 -2.79e-03 1.002 2.60e-06 0.001190    
## 2139 -2.50e-03 -1.83e-03  1.19e-02 -2.45e-02 1.000 2.00e-04 0.000338    
## 2140  4.27e-02 -4.85e-02  5.03e-02 -5.72e-02 1.001 1.09e-03 0.001641    
## 2141 -6.64e-04 -9.21e-04  4.71e-03 -9.09e-03 1.001 2.75e-05 0.000352    
## 2142  2.20e-02 -2.68e-02  3.41e-02 -3.88e-02 1.001 5.03e-04 0.000945    
## 2143 -1.31e-02  8.91e-03 -2.51e-03 -2.30e-02 1.000 1.76e-04 0.000261    
## 2144  6.28e-03 -1.18e-02  1.19e-02 -2.73e-02 0.999 2.49e-04 0.000265    
## 2145 -9.42e-03  5.48e-03 -1.15e-02 -2.32e-02 1.000 1.79e-04 0.000285    
## 2146  2.17e-02 -2.84e-02  1.46e-02 -4.12e-02 0.999 5.66e-04 0.000423    
## 2147  2.20e-03 -3.53e-03  7.62e-03 -9.73e-03 1.001 3.15e-05 0.000667    
## 2148 -9.44e-03  6.57e-03  1.40e-02 -3.01e-02 1.001 3.03e-04 0.001196    
## 2149  2.60e-03  1.73e-03 -1.18e-02  2.44e-02 1.000 1.99e-04 0.000336    
## 2150  1.63e-04 -1.30e-03  4.21e-03 -6.88e-03 1.001 1.58e-05 0.000412    
## 2151  6.69e-03 -1.11e-02  2.44e-02 -3.16e-02 1.000 3.32e-04 0.000639    
## 2152 -2.99e-04  5.35e-04  2.16e-04  1.49e-03 1.001 7.40e-07 0.000378    
## 2153 -4.39e-03  3.33e-03 -2.10e-03 -6.26e-03 1.001 1.31e-05 0.000290    
## 2154  8.05e-03 -6.39e-03  4.82e-03  1.06e-02 1.001 3.77e-05 0.000324    
## 2155 -1.09e-03 -8.47e-05  2.69e-03 -6.45e-03 1.001 1.39e-05 0.000312    
## 2156  2.18e-02 -1.85e-02 -3.62e-03  3.41e-02 1.001 3.87e-04 0.000947    
## 2157  8.48e-03 -6.05e-03 -1.13e-02  2.53e-02 1.001 2.14e-04 0.001168    
## 2158  4.15e-02 -4.82e-02  4.57e-02 -5.67e-02 1.000 1.07e-03 0.001059    
## 2159 -2.26e-03  1.36e-03 -2.80e-03 -5.38e-03 1.001 9.65e-06 0.000294    
## 2160  2.88e-03 -5.08e-03  1.16e-02 -1.53e-02 1.001 7.82e-05 0.000597    
## 2161  5.89e-03 -4.96e-03  4.51e-03  7.19e-03 1.001 1.73e-05 0.000424    
## 2162 -1.51e-02  1.03e-02 -3.18e-03 -2.60e-02 0.999 2.26e-04 0.000261    
## 2163  2.70e-03 -1.20e-03 -9.84e-03  1.65e-02 1.002 9.04e-05 0.001456   *
## 2164 -7.12e-03  9.76e-03 -1.87e-02  2.20e-02 1.001 1.61e-04 0.000947    
## 2165  6.79e-03 -8.47e-03  5.75e-03 -1.10e-02 1.001 4.04e-05 0.000509    
## 2166  5.92e-04 -1.53e-03 -1.79e-03 -6.27e-03 1.001 1.31e-05 0.000403    
## 2167 -6.85e-03  4.13e-03  4.95e-04 -1.44e-02 1.000 6.90e-05 0.000258    
## 2168  2.13e-02 -2.43e-02  2.46e-02 -2.86e-02 1.002 2.72e-04 0.001430    
## 2169  9.12e-03 -7.68e-03 -2.06e-03  1.49e-02 1.001 7.37e-05 0.000955    
## 2170 -6.66e-03  9.38e-03 -1.84e-02  2.19e-02 1.001 1.61e-04 0.000872    
## 2171 -2.41e-02  2.27e-02 -1.58e-02 -2.44e-02 1.002 1.98e-04 0.001613   *
## 2172 -9.83e-03  1.36e-02 -4.38e-03  2.30e-02 1.000 1.76e-04 0.000384    
## 2173 -1.56e-02  2.07e-02 -2.51e-02  3.26e-02 1.000 3.55e-04 0.000525    
## 2174  1.51e-02 -1.31e-02  2.07e-02  2.38e-02 1.001 1.88e-04 0.000890    
## 2175 -3.63e-03  4.78e-03 -8.88e-03  1.01e-02 1.002 3.43e-05 0.001099    
## 2176  1.04e-02 -6.15e-03 -1.11e-03  2.23e-02 1.000 1.65e-04 0.000258    
## 2177  1.33e-02 -1.19e-02  3.55e-03  1.56e-02 1.001 8.10e-05 0.000988    
## 2178 -2.84e-02  2.55e-02 -7.20e-03 -3.36e-02 1.001 3.77e-04 0.000981    
## 2179  1.42e-03 -3.04e-03  7.59e-03 -1.07e-02 1.001 3.82e-05 0.000517    
## 2180 -3.15e-02  2.95e-02 -1.86e-02 -3.22e-02 1.002 3.45e-04 0.001405    
## 2181  1.39e-03 -2.95e-03 -2.32e-03 -1.01e-02 1.001 3.41e-05 0.000390    
## 2182  4.66e-02 -4.26e-02 -4.98e-03  6.88e-02 1.002 1.58e-03 0.002420   *
## 2183 -2.70e-03  1.38e-03 -8.08e-03 -1.24e-02 1.001 5.09e-05 0.000646    
## 2184  1.80e-03 -8.82e-04  2.12e-03  5.09e-03 1.001 8.65e-06 0.000260    
## 2185  8.30e-04  3.57e-04  4.74e-03  9.29e-03 1.001 2.88e-05 0.000500    
## 2186 -4.15e-04  2.97e-03 -9.56e-03  1.55e-02 1.001 8.06e-05 0.000414    
## 2187  1.27e-02 -7.84e-03 -1.67e-04  2.55e-02 0.999 2.17e-04 0.000257    
## 2188 -1.48e-02  1.96e-02 -9.23e-03  2.94e-02 1.000 2.89e-04 0.000410    
## 2189 -2.36e-03  5.95e-03  6.69e-03  2.39e-02 1.000 1.90e-04 0.000401    
## 2190  1.32e-04 -1.53e-04  1.46e-04 -1.80e-04 1.002 1.09e-08 0.001061    
## 2191  1.51e-02 -1.37e-02  1.49e-02  1.79e-02 1.001 1.06e-04 0.000837    
## 2192  3.71e-03 -8.48e-04  3.87e-03  1.46e-02 1.000 7.07e-05 0.000231    
## 2193 -3.13e-04  5.14e-04  9.15e-05  1.24e-03 1.001 5.15e-07 0.000372    
## 2194  3.92e-03 -8.07e-03 -5.85e-03 -2.68e-02 1.000 2.40e-04 0.000388    
## 2195  3.07e-02 -2.55e-02  2.24e-02  3.80e-02 0.999 4.80e-04 0.000395    
## 2196  9.73e-03 -5.56e-03 -1.81e-03  2.20e-02 1.000 1.61e-04 0.000259    
## 2197  3.66e-04  2.04e-03 -7.99e-03  1.42e-02 1.001 6.68e-05 0.000378    
## 2198  2.73e-03  1.14e-04  1.25e-02  2.30e-02 1.001 1.76e-04 0.000526    
## 2199  4.85e-04  1.29e-03 -5.61e-03  1.03e-02 1.001 3.54e-05 0.000366    
## 2200 -1.25e-03  2.59e-03  1.91e-03  8.66e-03 1.001 2.50e-05 0.000389    
## 2201  6.93e-04 -2.46e-04  2.38e-03  3.91e-03 1.001 5.10e-06 0.000588    
## 2202  1.13e-02 -9.56e-03  8.88e-03  1.37e-02 1.001 6.24e-05 0.000444    
## 2203 -3.86e-03 -4.77e-04 -1.86e-02 -3.48e-02 1.000 4.04e-04 0.000519    
## 2204  1.84e-02 -1.70e-02  1.94e-02  2.19e-02 1.002 1.61e-04 0.001191    
## 2205  2.57e-03  1.22e-03  1.50e-02  2.95e-02 1.000 2.91e-04 0.000499    
## 2206 -3.56e-03  2.09e-03 -4.38e-03 -8.69e-03 1.001 2.52e-05 0.000288    
## 2207  2.32e-02 -1.53e-02  2.98e-03  4.24e-02 0.997 5.98e-04 0.000259   *
## 2208  3.59e-04 -9.21e-04 -1.07e-03 -3.75e-03 1.001 4.70e-06 0.000403    
## 2209 -1.17e-02  1.63e-02 -1.92e-02  2.73e-02 1.000 2.49e-04 0.000423    
## 2210 -1.42e-02  1.83e-02 -2.26e-02  2.82e-02 1.000 2.64e-04 0.000602    
## 2211  3.75e-03 -6.21e-03 -1.24e-03 -1.52e-02 1.001 7.75e-05 0.000372    
## 2212 -3.88e-03  6.46e-03  1.40e-03  1.60e-02 1.001 8.56e-05 0.000373    
## 2213  5.93e-03 -4.31e-03  2.15e-03  9.16e-03 1.001 2.80e-05 0.000272    
## 2214 -3.25e-03  1.63e-03 -3.85e-03 -9.03e-03 1.001 2.72e-05 0.000262    
## 2215  4.08e-04  3.62e-03 -1.36e-02  2.38e-02 1.000 1.89e-04 0.000383    
## 2216 -2.43e-02  2.86e-02 -2.57e-02  3.38e-02 1.001 3.82e-04 0.000875    
## 2217  1.30e-02 -1.14e-02  1.78e-02  2.03e-02 1.001 1.38e-04 0.000935    
## 2218 -1.15e-03  6.34e-03  1.32e-02  3.62e-02 0.999 4.36e-04 0.000427    
## 2219  5.17e-03 -3.65e-03  1.52e-03  8.39e-03 1.001 2.35e-05 0.000266    
## 2220  2.12e-03 -6.19e-03 -8.49e-03 -2.75e-02 1.000 2.52e-04 0.000409    
## 2221  7.57e-03 -1.11e-02  1.72e-03 -2.12e-02 1.000 1.49e-04 0.000372    
## 2222  2.96e-03 -6.08e-03  1.49e-02 -2.08e-02 1.001 1.44e-04 0.000529    
## 2223  1.33e-02 -1.10e-02  9.59e-03  1.66e-02 1.001 9.17e-05 0.000387    
## 2224 -1.24e-04 -3.97e-04  1.67e-03 -3.04e-03 1.001 3.08e-06 0.000369    
## 2225 -7.72e-04  6.08e-04 -1.68e-03 -2.11e-03 1.002 1.48e-06 0.001028    
## 2226  1.51e-02 -1.21e-02  9.60e-03  1.95e-02 1.000 1.27e-04 0.000340    
## 2227 -9.42e-03  7.04e-03 -4.11e-03 -1.38e-02 1.000 6.36e-05 0.000282    
## 2228 -1.34e-03  1.04e-03 -7.27e-04 -1.83e-03 1.001 1.12e-06 0.000306    
## 2229 -5.08e-04  6.88e-04 -8.24e-04  1.12e-03 1.001 4.17e-07 0.000469    
## 2230  4.39e-04  3.21e-05  2.05e-03  3.80e-03 1.001 4.80e-06 0.000523    
## 2231 -4.26e-03 -5.30e-17  3.92e-17 -1.99e-02 1.000 1.33e-04 0.000207    
## 2232  8.14e-04 -4.32e-04 -2.65e-04  2.01e-03 1.001 1.34e-06 0.000262    
## 2233  2.70e-02 -3.30e-02  2.49e-02 -4.12e-02 0.999 5.65e-04 0.000584    
## 2234 -7.21e-03  5.45e-03 -3.34e-03 -1.04e-02 1.001 3.60e-05 0.000287    
## 2235 -1.64e-02  1.90e-02 -1.81e-02  2.24e-02 1.001 1.67e-04 0.001078    
## 2236  2.87e-05  1.69e-03  5.03e-03  1.24e-02 1.001 5.09e-05 0.000443    
## 2237 -8.14e-05 -1.69e-04 -8.54e-04 -1.87e-03 1.001 1.16e-06 0.000468    
## 2238 -3.89e-03  3.40e-03 -3.43e-03 -4.61e-03 1.001 7.09e-06 0.000574    
## 2239 -5.72e-03  1.27e-02  1.11e-02  4.54e-02 0.998 6.86e-04 0.000393   *
## 2240 -1.05e-02  9.04e-03  1.02e-03 -1.58e-02 1.001 8.28e-05 0.000940    
## 2241 -1.21e-03  2.80e-03 -7.20e-03  1.04e-02 1.001 3.57e-05 0.000498    
## 2242 -3.64e-03  7.08e-05  7.75e-03 -1.95e-02 1.000 1.27e-04 0.000306    
## 2243 -3.88e-03  5.49e-03 -6.41e-03  9.41e-03 1.001 2.95e-05 0.000401    
## 2244 -6.64e-03  4.14e-03 -8.28e-03 -1.53e-02 1.000 7.83e-05 0.000303    
## 2245 -3.49e-04 -5.12e-04 -3.04e-03 -6.49e-03 1.001 1.40e-05 0.000474    
## 2246  3.66e-03 -3.26e-03  3.44e-03  4.32e-03 1.001 6.21e-06 0.000705    
## 2247  5.65e-04  6.56e-05  4.90e-04  3.09e-03 1.001 3.18e-06 0.000220    
## 2248  1.71e-02 -2.07e-02  1.64e-02 -2.53e-02 1.001 2.14e-04 0.000636    
## 2249 -1.16e-02  7.70e-03 -1.47e-02 -2.50e-02 1.000 2.08e-04 0.000328    
## 2250 -3.33e-03  3.88e-03 -3.62e-03  4.57e-03 1.002 6.95e-06 0.000999    
## 2251  4.51e-03 -5.37e-03  4.57e-03 -6.44e-03 1.001 1.38e-05 0.000745    
## 2252 -6.48e-03  3.76e-03 -7.94e-03 -1.60e-02 1.000 8.50e-05 0.000285    
## 2253  8.40e-04 -4.79e-03  1.50e-02 -2.42e-02 1.000 1.95e-04 0.000420    
## 2254 -1.54e-03  3.50e-03 -8.95e-03  1.28e-02 1.001 5.47e-05 0.000502    
## 2255 -3.33e-04  8.62e-04 -2.31e-03  3.40e-03 1.001 3.85e-06 0.000477    
## 2256 -2.33e-03  2.86e-03 -2.11e-03  3.59e-03 1.001 4.31e-06 0.000565    
## 2257  4.74e-03 -6.66e-03  1.31e-02 -1.55e-02 1.001 8.05e-05 0.000877    
## 2258  2.68e-03 -4.27e-03 -4.16e-04 -9.78e-03 1.001 3.19e-05 0.000371    
## 2259  1.08e-02 -6.85e-03  5.08e-04  2.08e-02 1.000 1.44e-04 0.000258    
## 2260 -8.91e-04  2.10e-03 -5.43e-03  7.84e-03 1.001 2.05e-05 0.000495    
## 2261 -6.28e-04  1.28e-03  8.98e-04  4.20e-03 1.001 5.88e-06 0.000388    
## 2262  4.35e-03 -3.67e-03 -9.24e-04  7.03e-03 1.002 1.65e-05 0.000953    
## 2263 -1.76e-03  2.22e-03 -1.44e-03  2.95e-03 1.001 2.90e-06 0.000485    
## 2264 -1.06e-02  6.80e-03 -2.78e-02 -3.92e-02 1.000 5.13e-04 0.000741    
## 2265  1.67e-03 -7.37e-04 -1.07e-03  4.93e-03 1.001 8.10e-06 0.000270    
## 2266 -5.27e-03  1.08e-02  7.68e-03  3.56e-02 0.999 4.22e-04 0.000388    
## 2267 -2.33e-05  4.63e-05  3.02e-05  1.48e-04 1.001 7.34e-09 0.000386    
## 2268 -4.23e-03  2.42e-03  7.66e-04 -9.54e-03 1.001 3.03e-05 0.000259    
## 2269 -1.31e-02  9.38e-03 -4.33e-03 -2.07e-02 1.000 1.42e-04 0.000269    
## 2270 -5.90e-03  2.64e-03  3.64e-03 -1.72e-02 1.000 9.82e-05 0.000270    
## 2271  3.87e-03  1.30e-03 -1.31e-02  2.88e-02 0.999 2.77e-04 0.000324    
## 2272  6.41e-03 -2.73e-03  2.07e-02  3.30e-02 1.000 3.64e-04 0.000610    
## 2273  2.16e-03 -3.35e-03  7.06e-03 -8.87e-03 1.001 2.62e-05 0.000705    
## 2274 -3.45e-04 -6.12e-05 -2.89e-04 -1.98e-03 1.001 1.31e-06 0.000219    
## 2275  5.67e-03 -7.60e-03  9.16e-03 -1.22e-02 1.001 4.96e-05 0.000492    
## 2276 -3.73e-03  6.17e-03 -6.62e-03  1.26e-02 1.001 5.33e-05 0.000296    
## 2277  1.83e-05  2.76e-05  1.62e-04  3.46e-04 1.001 3.98e-08 0.000474    
## 2278  3.88e-03 -5.68e-03  8.70e-04 -1.09e-02 1.001 3.94e-05 0.000372    
## 2279  1.43e-03 -2.57e-03 -1.07e-03 -7.20e-03 1.001 1.73e-05 0.000378    
## 2280 -1.01e-03  1.44e-03 -3.32e-04  2.61e-03 1.001 2.27e-06 0.000376    
## 2281  1.71e-03 -2.49e-04  6.93e-03  1.22e-02 1.001 4.95e-05 0.000547    
## 2282  5.87e-03 -5.10e-03  5.07e-03  6.98e-03 1.001 1.62e-05 0.000545    
## 2283  1.02e-02 -1.46e-02  3.23e-03 -2.66e-02 1.000 2.36e-04 0.000375    
## 2284 -1.49e-02  2.21e-02 -4.50e-02  5.52e-02 0.999 1.02e-03 0.000769    
## 2285 -6.82e-03  4.80e-03 -1.65e-02 -2.23e-02 1.001 1.65e-04 0.000826    
## 2286 -7.31e-04  2.95e-03  5.29e-03  1.53e-02 1.001 7.81e-05 0.000420    
## 2287  5.61e-03 -8.39e-03  7.52e-04 -1.68e-02 1.001 9.45e-05 0.000371    
## 2288  1.06e-03  1.21e-03  8.24e-03  1.72e-02 1.001 9.89e-05 0.000480    
## 2289 -2.80e-03  5.15e-03  2.43e-03  1.49e-02 1.001 7.42e-05 0.000380    
## 2290 -9.01e-05  1.56e-03  4.13e-03  1.05e-02 1.001 3.66e-05 0.000438    
## 2291  1.41e-02 -1.30e-02  2.71e-03  1.71e-02 1.002 9.72e-05 0.001614   *
## 2292 -3.20e-04 -2.38e-04 -2.12e-03 -4.30e-03 1.001 6.16e-06 0.000489    
## 2293  5.93e-03 -1.08e-03 -9.22e-03  2.62e-02 0.999 2.28e-04 0.000294    
## 2294 -1.30e-02  1.67e-02 -9.47e-03  2.34e-02 1.000 1.82e-04 0.000443    
## 2295 -4.35e-04  7.69e-04  2.87e-04  2.10e-03 1.001 1.47e-06 0.000377    
## 2296 -4.53e-04  1.86e-04 -1.49e-03 -2.38e-03 1.001 1.89e-06 0.000605    
## 2297  2.53e-03 -7.22e-03 -9.63e-03 -3.16e-02 1.000 3.33e-04 0.000408    
## 2298 -1.58e-03  4.27e-03  5.32e-03  1.80e-02 1.001 1.08e-04 0.000405    
## 2299 -2.27e-03  4.04e-03  1.56e-03  1.11e-02 1.001 4.14e-05 0.000377    
## 2300  4.09e-04  5.76e-05  1.99e-03  3.74e-03 1.001 4.65e-06 0.000517    
## 2301 -4.71e-03  7.60e-03  9.95e-04  1.78e-02 1.000 1.06e-04 0.000371    
## 2302 -1.75e-04  3.72e-04 -3.53e-04  9.56e-04 1.001 3.04e-07 0.000249    
## 2303  1.25e-02 -1.49e-02  1.24e-02 -1.81e-02 1.001 1.09e-04 0.000701    
## 2304  1.25e-03 -1.79e-03  4.06e-04 -3.24e-03 1.001 3.50e-06 0.000376    
## 2305 -7.15e-02  8.09e-02 -8.48e-02  9.56e-02 0.999 3.04e-03 0.001735   *
## 2306 -8.97e-05  3.03e-04  4.78e-04  1.46e-03 1.001 7.07e-07 0.000414    
## 2307  5.36e-03 -1.96e-03  1.83e-02  2.99e-02 1.000 2.97e-04 0.000591    
## 2308  1.17e-02 -1.59e-02  6.17e-03 -2.55e-02 1.000 2.16e-04 0.000393    
## 2309 -7.19e-03  9.57e-03 -1.16e-02  1.52e-02 1.001 7.71e-05 0.000510    
## 2310 -3.90e-03 -4.85e-17  3.59e-17 -1.83e-02 1.000 1.11e-04 0.000207    
## 2311 -2.78e-03  7.03e-03  7.98e-03  2.84e-02 1.000 2.68e-04 0.000402    
## 2312 -1.42e-03  3.42e-03 -8.93e-03  1.30e-02 1.001 5.60e-05 0.000490    
## 2313  2.39e-02 -2.21e-02  1.17e-02  2.51e-02 1.001 2.10e-04 0.001196    
## 2314 -1.45e-02  1.13e-02  1.16e-02 -3.36e-02 1.001 3.76e-04 0.001065    
## 2315  1.85e-03 -5.87e-04  6.55e-03  1.09e-02 1.001 3.96e-05 0.000579    
## 2316  9.75e-04 -1.99e-03 -1.42e-03 -6.58e-03 1.001 1.44e-05 0.000388    
## 2317  6.01e-03 -4.36e-03  2.15e-03  9.31e-03 1.001 2.89e-05 0.000272    
## 2318  9.46e-04 -3.88e-03  1.16e-02 -1.82e-02 1.001 1.10e-04 0.000434    
## 2319 -8.90e-03  1.22e-02 -4.31e-03  2.01e-02 1.000 1.34e-04 0.000388    
## 2320 -7.96e-04  1.90e-03  1.94e-03  7.27e-03 1.001 1.76e-05 0.000398    
## 2321  5.87e-04  2.87e-03  1.09e-02  2.53e-02 1.000 2.13e-04 0.000455    
## 2322 -5.20e-03  3.93e-03 -2.42e-03 -7.47e-03 1.001 1.86e-05 0.000288    
## 2323  1.72e-03 -6.17e-04  5.89e-03  9.66e-03 1.001 3.11e-05 0.000589    
## 2324 -3.56e-03  4.89e-03 -1.70e-03  8.07e-03 1.001 2.17e-05 0.000387    
## 2325  6.33e-03 -7.72e-03  5.91e-03 -9.57e-03 1.001 3.06e-05 0.000598    
## 2326 -8.68e-04  3.31e-03  5.72e-03  1.68e-02 1.001 9.41e-05 0.000418    
## 2327  1.11e-03 -1.58e-03  3.77e-04 -2.84e-03 1.001 2.69e-06 0.000377    
## 2328 -1.10e-03  3.65e-03  5.65e-03  1.74e-02 1.001 1.00e-04 0.000414    
## 2329 -1.20e-03  7.65e-04 -1.51e-03 -2.71e-03 1.001 2.45e-06 0.000311    
## 2330 -1.87e-02  1.63e-02 -2.57e-02 -2.96e-02 1.001 2.92e-04 0.000871    
## 2331 -5.06e-03  1.37e-03  6.29e-03 -1.97e-02 1.000 1.30e-04 0.000286    
## 2332  1.54e-02 -1.34e-02  5.05e-04  2.11e-02 1.001 1.48e-04 0.000937    
## 2333  3.87e-03 -2.48e-03  1.01e-02  1.42e-02 1.001 6.72e-05 0.000744    
## 2334  1.28e-02 -1.09e-02 -1.20e-02  3.14e-02 1.003 3.28e-04 0.002823   *
## 2335 -1.99e-02  2.43e-02 -1.83e-02  3.02e-02 1.000 3.05e-04 0.000585    
## 2336 -7.17e-04  2.95e-03 -8.84e-03  1.39e-02 1.001 6.40e-05 0.000434    
## 2337 -9.60e-04  4.49e-03  8.71e-03  2.45e-02 1.000 2.00e-04 0.000424    
## 2338  9.22e-03 -6.93e-03 -9.21e-03  2.36e-02 1.001 1.85e-04 0.001105    
## 2339 -1.95e-03  9.90e-04 -2.32e-03 -5.37e-03 1.001 9.62e-06 0.000264    
## 2340 -8.80e-04  3.14e-03  5.16e-03  1.54e-02 1.001 7.96e-05 0.000416    
## 2341  3.89e-03 -3.12e-03  2.43e-03  5.07e-03 1.001 8.56e-06 0.000334    
## 2342 -3.12e-03  5.64e-03  2.41e-03  1.59e-02 1.001 8.47e-05 0.000379    
## 2343  9.22e-04 -4.27e-03  3.05e-03 -1.58e-02 1.000 8.36e-05 0.000223    
## 2344 -5.90e-03  8.01e-03 -3.12e-03  1.28e-02 1.001 5.46e-05 0.000393    
## 2345  9.12e-03 -5.88e-03 -1.75e-02  3.43e-02 1.001 3.93e-04 0.001265    
## 2346 -1.27e-02  8.32e-03 -1.38e-03 -2.36e-02 1.000 1.85e-04 0.000258    
## 2347 -1.01e-02  1.53e-02 -8.23e-04  3.14e-02 0.999 3.29e-04 0.000370    
## 2348  5.82e-04  1.77e-04  3.11e-03  5.99e-03 1.001 1.20e-05 0.000507    
## 2349  5.16e-03 -7.93e-03  8.85e-03 -1.49e-02 1.001 7.43e-05 0.000331    
## 2350 -3.59e-03  4.62e-03 -2.64e-03  6.44e-03 1.001 1.38e-05 0.000444    
## 2351 -8.19e-03  1.34e-02 -1.45e-02  2.72e-02 0.999 2.46e-04 0.000300    
## 2352  7.49e-04 -2.69e-04  2.57e-03  4.20e-03 1.001 5.89e-06 0.000589    
## 2353 -5.53e-03  4.85e-03 -4.92e-03 -6.54e-03 1.001 1.43e-05 0.000592    
## 2354  8.20e-03 -6.82e-03  6.02e-03  1.01e-02 1.001 3.42e-05 0.000398    
## 2355  5.44e-04 -7.28e-04  3.20e-04 -1.12e-03 1.001 4.17e-07 0.000403    
## 2356 -7.86e-03  6.16e-03  5.67e-03 -1.74e-02 1.001 1.01e-04 0.001048    
## 2357  2.45e-03 -4.26e-03 -1.40e-03 -1.13e-02 1.001 4.29e-05 0.000376    
## 2358 -1.15e-02  1.53e-02 -7.22e-03  2.29e-02 1.000 1.75e-04 0.000411    
## 2359 -5.20e-03  7.15e-03 -8.48e-03  1.18e-02 1.001 4.65e-05 0.000444    
## 2360  1.91e-02 -1.54e-02  1.22e-02  2.47e-02 1.000 2.04e-04 0.000341    
## 2361  8.81e-03 -1.24e-02  3.52e-03 -2.14e-02 1.000 1.53e-04 0.000380    
## 2362 -5.98e-04  3.21e-03 -9.99e-03  1.60e-02 1.001 8.52e-05 0.000422    
## 2363  3.48e-03 -1.22e-03  3.85e-03  1.18e-02 1.000 4.67e-05 0.000240    
## 2364 -1.35e-04  9.36e-04 -3.00e-03  4.87e-03 1.001 7.92e-06 0.000415    
## 2365  1.51e-02 -1.16e-02  7.86e-03  2.09e-02 1.000 1.45e-04 0.000300    
## 2366  7.93e-03 -3.98e-03 -3.40e-03  2.08e-02 1.000 1.44e-04 0.000264    
## 2367  6.21e-03 -4.43e-03  1.49e-02  1.99e-02 1.001 1.32e-04 0.000843    
## 2368 -9.68e-03  5.92e-03 -2.61e-02 -3.75e-02 1.000 4.69e-04 0.000715    
## 2369 -1.50e-02  2.12e-02 -5.35e-03  3.76e-02 0.999 4.72e-04 0.000378    
## 2370  7.20e-03 -5.07e-03  1.75e-02  2.35e-02 1.001 1.84e-04 0.000826    
## 2371 -5.22e-03  6.81e-03 -3.59e-03  9.80e-03 1.001 3.20e-05 0.000427    
## 2372 -4.41e-03  2.50e-03 -5.37e-03 -1.11e-02 1.001 4.13e-05 0.000280    
## 2373  4.22e-03 -7.58e-03  1.74e-02 -2.33e-02 1.001 1.81e-04 0.000585    
## 2374 -6.32e-03  1.06e-02  2.64e-03  2.70e-02 1.000 2.42e-04 0.000374    
## 2375 -1.58e-03  2.42e-03 -5.11e-05  5.11e-03 1.001 8.70e-06 0.000370    
## 2376 -3.79e-03  7.76e-03 -7.49e-03  1.94e-02 1.000 1.26e-04 0.000252    
## 2377  1.13e-03 -1.61e-03  3.87e-04 -2.88e-03 1.001 2.77e-06 0.000377    
## 2378  3.21e-02 -2.89e-02  3.13e-02  3.78e-02 1.000 4.77e-04 0.000822    
## 2379  1.20e-02 -1.04e-02 -2.66e-04  1.70e-02 1.001 9.62e-05 0.000937    
## 2380  2.04e-02 -1.67e-02  2.75e-02  3.48e-02 1.000 4.03e-04 0.000573    
## 2381 -1.60e-02  1.28e-02 -2.14e-02 -2.77e-02 1.000 2.55e-04 0.000534    
## 2382 -3.32e-03 -4.13e-17  3.05e-17 -1.55e-02 1.000 8.05e-05 0.000207    
## 2383 -1.09e-02  1.58e-02 -1.82e-02  2.79e-02 1.000 2.59e-04 0.000376    
## 2384 -9.03e-03  7.70e-03 -7.31e-03 -1.09e-02 1.001 3.93e-05 0.000470    
## 2385 -1.63e-03  6.78e-04 -1.86e-03 -5.11e-03 1.001 8.69e-06 0.000248    
## 2386  3.19e-03 -2.04e-03  8.32e-03  1.17e-02 1.001 4.60e-05 0.000743    
## 2387  1.31e-02 -8.35e-03  6.37e-04  2.53e-02 0.999 2.13e-04 0.000258    
## 2388 -2.49e-03  5.64e-03  5.23e-03  2.07e-02 1.000 1.43e-04 0.000395    
## 2389 -1.09e-03  4.49e-03 -3.31e-03  1.61e-02 1.000 8.64e-05 0.000224    
## 2390 -8.53e-03  1.15e-02 -4.66e-03  1.82e-02 1.000 1.10e-04 0.000396    
## 2391 -8.37e-03  1.17e-02 -3.43e-03  2.02e-02 1.000 1.36e-04 0.000381    
## 2392 -6.22e-03  1.09e-02  3.72e-03  2.92e-02 1.000 2.84e-04 0.000376    
## 2393  2.81e-02 -2.27e-02  3.77e-02  4.81e-02 0.999 7.71e-04 0.000555    
## 2394  1.11e-02 -7.39e-03  1.69e-03  1.99e-02 1.000 1.32e-04 0.000259    
## 2395  3.94e-02 -3.51e-02  3.74e-02  4.64e-02 1.000 7.17e-04 0.000733    
## 2396 -1.09e-02  7.45e-03 -2.22e-03 -1.89e-02 1.000 1.20e-04 0.000261    
## 2397 -6.07e-03 -8.35e-04 -2.95e-02 -5.53e-02 0.997 1.02e-03 0.000518   *
## 2398  3.01e-02 -2.60e-02  2.55e-02  3.58e-02 1.000 4.27e-04 0.000521    
## 2399 -1.95e-04  1.23e-03  2.68e-03  7.22e-03 1.001 1.74e-05 0.000429    
## 2400  3.58e-02 -3.16e-02  3.27e-02  4.23e-02 1.000 5.95e-04 0.000643    
## 2401  2.04e-02 -1.62e-02  1.23e-02  2.70e-02 1.000 2.42e-04 0.000325    
## 2402  8.40e-03 -5.20e-03  1.05e-02  1.95e-02 1.000 1.27e-04 0.000301    
## 2403 -1.08e-02  1.52e-02 -4.30e-03  2.63e-02 1.000 2.30e-04 0.000380    
## 2404  1.20e-02 -1.04e-02  1.65e-02  1.91e-02 1.001 1.22e-04 0.000839    
## 2405 -6.79e-03  1.14e-02  2.71e-03  2.87e-02 1.000 2.74e-04 0.000373    
## 2406  1.60e-02 -1.03e-02  1.18e-03  3.04e-02 0.999 3.08e-04 0.000258    
## 2407 -1.95e-02  1.69e-02  6.68e-03 -3.38e-02 1.002 3.80e-04 0.001637    
## 2408  5.71e-02 -5.42e-02  3.94e-02  5.77e-02 1.001 1.11e-03 0.001759    
## 2409  3.41e-03  2.31e-03 -1.57e-02  3.23e-02 0.999 3.48e-04 0.000336    
## 2410  2.97e-03 -4.55e-03  7.90e-05 -9.62e-03 1.001 3.08e-05 0.000370    
## 2411 -2.78e-05 -6.35e-04  3.00e-04 -3.12e-03 1.001 3.25e-06 0.000217    
## 2412  1.97e-04 -1.00e-03 -2.03e-03 -5.61e-03 1.001 1.05e-05 0.000425    
## 2413 -7.62e-03  1.21e-02 -2.58e-02  3.28e-02 1.000 3.58e-04 0.000680    
## 2414 -4.09e-04  5.03e-04 -3.69e-04  6.34e-04 1.001 1.34e-07 0.000560    
## 2415 -1.57e-03  3.51e-03 -8.91e-03  1.27e-02 1.001 5.38e-05 0.000506    
## 2416  5.81e-03 -6.96e-04 -1.03e-02  2.77e-02 0.999 2.56e-04 0.000299    
## 2417  2.31e-04 -1.44e-03 -3.14e-03 -8.46e-03 1.001 2.38e-05 0.000429    
## 2418 -3.32e-04 -3.72e-04 -2.56e-03 -5.36e-03 1.001 9.56e-06 0.000480    
## 2419 -4.75e-05  1.95e-03 -6.77e-03  1.14e-02 1.001 4.34e-05 0.000397    
## 2420  5.43e-03 -4.40e-03  7.29e-03  9.30e-03 1.001 2.88e-05 0.000557    
## 2421  5.43e-03 -4.02e-03  2.22e-03  8.12e-03 1.001 2.20e-05 0.000278    
## 2422  2.22e-02 -1.96e-02  2.04e-02  2.62e-02 1.001 2.29e-04 0.000653    
## 2423  1.01e-03  5.33e-03 -2.10e-02  3.73e-02 0.999 4.63e-04 0.000377    
## 2424 -2.55e-02  2.09e-02 -1.77e-02 -3.20e-02 0.999 3.42e-04 0.000371    
## 2425 -3.47e-02  3.12e-02 -9.54e-03 -4.05e-02 1.001 5.46e-04 0.000992    
## 2426  1.42e-02 -1.05e-02  1.85e-02  2.72e-02 1.000 2.47e-04 0.000400    
## 2427 -2.17e-03 -4.61e-04 -1.10e-02 -2.09e-02 1.001 1.46e-04 0.000512    
## 2428  8.17e-03 -6.11e-03  1.88e-02  2.44e-02 1.001 1.98e-04 0.000912    
## 2429  5.35e-03 -3.67e-03  1.16e-03  9.18e-03 1.001 2.81e-05 0.000262    
## 2430  8.62e-03 -6.62e-03  4.38e-03  1.21e-02 1.001 4.85e-05 0.000297    
## 2431 -5.88e-03  1.11e-02 -2.63e-02  3.58e-02 1.000 4.26e-04 0.000560    
## 2432  1.95e-03 -7.31e-04  6.60e-03  1.08e-02 1.001 3.85e-05 0.000594    
## 2433 -1.09e-02  1.43e-02 -7.15e-03  2.09e-02 1.000 1.46e-04 0.000419    
## 2434  1.65e-03 -1.13e-03  4.09e-03  5.58e-03 1.001 1.04e-05 0.000799    
## 2435  1.75e-03 -4.34e-03 -4.76e-03 -1.72e-02 1.001 9.88e-05 0.000401    
## 2436 -5.54e-04 -5.38e-04 -4.03e-03 -8.33e-03 1.001 2.31e-05 0.000483    
## 2437 -1.35e-04  2.18e-04 -2.37e-04  4.34e-04 1.001 6.28e-08 0.000306    
## 2438  1.16e-02 -8.22e-03  2.78e-02  3.72e-02 1.000 4.61e-04 0.000838    
## 2439  4.09e-03  4.22e-04  1.95e-02  3.63e-02 1.000 4.38e-04 0.000520    
## 2440  7.38e-04 -3.04e-03 -5.52e-03 -1.59e-02 1.001 8.43e-05 0.000421    
## 2441 -3.11e-03  5.24e-03 -5.57e-03  1.09e-02 1.001 3.98e-05 0.000290    
## 2442  6.31e-03 -3.27e-03  1.87e-02  2.85e-02 1.000 2.71e-04 0.000650    
## 2443 -7.33e-04  2.76e-04 -2.47e-03 -4.02e-03 1.001 5.40e-06 0.000594    
## 2444  8.04e-04 -1.67e-03 -1.26e-03 -5.64e-03 1.001 1.06e-05 0.000389    
## 2445 -1.22e-03  6.84e-04 -3.47e-03 -5.17e-03 1.001 8.90e-06 0.000675    
## 2446 -2.41e-03  1.49e-03 -2.99e-03 -5.61e-03 1.001 1.05e-05 0.000300    
## 2447  9.87e-04  1.18e-03  7.84e-03  1.65e-02 1.001 9.03e-05 0.000478    
## 2448  8.78e-03 -3.98e-03  2.77e-02  4.36e-02 0.999 6.33e-04 0.000621    
## 2449  3.83e-04  8.21e-04  4.09e-03  8.97e-03 1.001 2.68e-05 0.000467    
## 2450  3.82e-02 -3.48e-02  3.87e-02  4.52e-02 1.000 6.81e-04 0.000959    
## 2451 -2.91e-03  4.99e-03  1.44e-03  1.30e-02 1.001 5.59e-05 0.000375    
## 2452  3.02e-03 -2.12e-03  7.38e-03  9.96e-03 1.001 3.31e-05 0.000818    
## 2453  1.48e-03 -8.44e-04  4.17e-03  6.17e-03 1.001 1.27e-05 0.000682    
## 2454 -3.90e-03  7.29e-03  3.70e-03  2.16e-02 1.000 1.55e-04 0.000381    
## 2455 -7.18e-03  8.35e-03 -7.88e-03  9.83e-03 1.002 3.22e-05 0.001033    
## 2456  1.55e-03 -6.44e-04  5.07e-03  8.12e-03 1.001 2.20e-05 0.000606    
## 2457  6.15e-04  7.68e-04  4.97e-03  1.05e-02 1.001 3.66e-05 0.000478    
## 2458 -5.95e-03  9.21e-03  1.44e-04  1.99e-02 1.000 1.33e-04 0.000370    
## 2459 -8.53e-04 -9.87e-05 -4.10e-03 -7.64e-03 1.001 1.95e-05 0.000519    
## 2460 -9.02e-03  1.56e-02  4.77e-03  4.08e-02 0.998 5.55e-04 0.000375    
## 2461  6.23e-03 -3.25e-03  1.84e-02  2.80e-02 1.001 2.61e-04 0.000653    
## 2462 -1.35e-02  1.62e-02 -1.35e-02  1.96e-02 1.001 1.27e-04 0.000710    
## 2463 -2.14e-03  1.77e-03 -1.53e-03 -2.66e-03 1.001 2.35e-06 0.000386    
## 2464  3.31e-03 -1.29e-03 -2.76e-03  1.08e-02 1.001 3.86e-05 0.000275    
## 2465 -1.64e-04  5.46e-04  8.53e-04  2.61e-03 1.001 2.27e-06 0.000414    
## 2466 -7.01e-05 -1.10e-04 -6.31e-04 -1.35e-03 1.001 6.09e-07 0.000473    
## 2467 -2.10e-04  6.30e-04  8.89e-04  2.84e-03 1.001 2.69e-06 0.000410    
## 2468  6.61e-04  4.46e-04  4.25e-03  8.55e-03 1.001 2.44e-05 0.000491    
## 2469  1.78e-04  1.45e-03  5.00e-03  1.18e-02 1.001 4.67e-05 0.000450    
## 2470  4.47e-04  7.15e-03 -3.25e-03  3.58e-02 0.997 4.26e-04 0.000216   *
## 2471  1.71e-02 -2.39e-02  7.31e-03 -4.06e-02 0.998 5.50e-04 0.000382    
## 2472  4.17e-03 -2.65e-03  5.23e-03  9.46e-03 1.001 2.98e-05 0.000309    
## 2473 -1.40e-03  4.56e-03  6.94e-03  2.15e-02 1.000 1.54e-04 0.000413    
## 2474  3.89e-03 -1.35e-03 -3.79e-03  1.35e-02 1.000 6.08e-05 0.000279    
## 2475  4.06e-03 -6.08e-03  5.30e-04 -1.22e-02 1.001 4.98e-05 0.000371    
## 2476  1.50e-03 -1.01e-03  2.53e-04  2.66e-03 1.001 2.36e-06 0.000260    
## 2477  3.15e-03 -4.97e-04  1.27e-02  2.22e-02 1.001 1.64e-04 0.000549    
## 2478 -1.57e-03  1.30e-03 -1.15e-03 -1.93e-03 1.001 1.25e-06 0.000399    
## 2479 -5.95e-03  1.18e-02  7.57e-03  3.75e-02 0.999 4.69e-04 0.000386    
## 2480 -2.11e-02  2.55e-02 -2.03e-02  3.11e-02 1.000 3.23e-04 0.000646    
## 2481  1.55e-03  3.45e-04  7.94e-03  1.51e-02 1.001 7.58e-05 0.000512    
## 2482  4.69e-03 -6.43e-03  2.31e-03 -1.05e-02 1.001 3.68e-05 0.000389    
## 2483 -2.08e-03  5.19e-04 -2.20e-03 -7.99e-03 1.001 2.13e-05 0.000232    
## 2484 -2.04e-03  1.11e-03 -5.88e-03 -8.83e-03 1.001 2.60e-05 0.000665    
## 2485 -2.03e-03  1.54e-03 -4.59e-03 -5.90e-03 1.002 1.16e-05 0.000940    
## 2486  2.01e-03 -2.39e-03  2.04e-03 -2.87e-03 1.001 2.74e-06 0.000747    
## 2487  3.00e-03 -1.81e-03  8.15e-03  1.18e-02 1.001 4.64e-05 0.000707    
## 2488 -4.44e-04  3.20e-03  7.30e-03  1.94e-02 1.001 1.25e-04 0.000431    
## 2489  1.14e-03  6.56e-04  7.26e-04  8.66e-03 1.001 2.50e-05 0.000216    
## 2490 -3.65e-03  6.80e-03  3.40e-03  2.00e-02 1.000 1.34e-04 0.000381    
## 2491 -1.32e-02  1.62e-02 -1.19e-02  2.04e-02 1.001 1.39e-04 0.000562    
## 2492  2.37e-03 -3.79e-03 -3.76e-04 -8.69e-03 1.001 2.52e-05 0.000371    
## 2493  6.69e-03 -5.22e-03  3.69e-03  9.10e-03 1.001 2.76e-05 0.000308    
## 2494 -1.85e-03  3.91e-03  3.05e-03  1.34e-02 1.001 5.96e-05 0.000390    
## 2495 -2.14e-02  1.94e-02 -2.12e-02 -2.53e-02 1.001 2.13e-04 0.000859    
## 2496 -5.02e-03  1.09e-02  9.23e-03  3.86e-02 0.999 4.95e-04 0.000392    
## 2497 -8.17e-04  2.32e-03  3.08e-03  1.01e-02 1.001 3.43e-05 0.000408    
## 2498  9.15e-04  3.13e-03 -1.30e-02  2.36e-02 1.000 1.86e-04 0.000370    
## 2499  2.46e-04  3.39e-03  1.09e-02  2.63e-02 1.000 2.30e-04 0.000447    
## 2500 -3.92e-04  1.91e-04 -4.62e-04 -1.11e-03 1.001 4.14e-07 0.000259    
## 2501  4.63e-03 -6.10e-03  3.01e-03 -8.99e-03 1.001 2.70e-05 0.000417    
## 2502  4.92e-04 -1.28e-03 -1.52e-03 -5.29e-03 1.001 9.35e-06 0.000403    
## 2503  2.51e-03 -5.04e-03 -3.37e-03 -1.63e-02 1.001 8.81e-05 0.000386    
## 2504  3.17e-03 -2.20e-04 -6.18e-03  1.60e-02 1.000 8.57e-05 0.000302    
## 2505 -1.35e-03 -1.82e-03 -3.22e-04 -1.51e-02 1.000 7.57e-05 0.000215    
## 2506 -3.26e-03  2.60e-03 -2.01e-03 -4.26e-03 1.001 6.06e-06 0.000331    
## 2507  3.19e-03 -4.00e-03  2.67e-03 -5.22e-03 1.001 9.10e-06 0.000501    
## 2508  1.50e-04  1.30e-04  1.04e-03  2.14e-03 1.001 1.53e-06 0.000486    
## 2509 -1.58e-02  1.17e-02 -2.06e-02 -3.02e-02 1.000 3.03e-04 0.000402    
## 2510  2.88e-03 -2.21e-03  6.47e-03  8.25e-03 1.002 2.27e-05 0.000960    
## 2511 -4.85e-05  7.08e-05 -1.15e-05  1.35e-04 1.001 6.03e-09 0.000373    
## 2512  9.70e-03 -1.21e-02  8.35e-03 -1.56e-02 1.001 8.07e-05 0.000519    
## 2513 -1.13e-04 -1.49e-03  6.61e-04 -7.58e-03 1.001 1.91e-05 0.000216    
## 2514  6.73e-03 -8.26e-03  1.43e-02 -1.56e-02 1.002 8.08e-05 0.001655   *
## 2515 -3.57e-04  3.37e-03  8.17e-03  2.13e-02 1.000 1.51e-04 0.000434    
## 2516  2.72e-03 -1.41e-03  8.05e-03  1.22e-02 1.001 5.00e-05 0.000651    
## 2517 -3.94e-05 -2.20e-03 -6.54e-03 -1.61e-02 1.001 8.59e-05 0.000444    
## 2518 -4.25e-03  2.99e-03 -1.03e-02 -1.39e-02 1.001 6.44e-05 0.000824    
## 2519 -4.02e-03  3.62e-03 -1.13e-03 -4.67e-03 1.002 7.29e-06 0.000995    
## 2520 -1.53e-02  9.94e-03 -1.38e-03 -2.88e-02 0.999 2.75e-04 0.000258    
## 2521  2.54e-03 -3.04e-03  2.56e-03 -3.65e-03 1.001 4.45e-06 0.000729    
## 2522 -1.60e-04 -3.59e-04 -1.75e-03 -3.86e-03 1.001 4.97e-06 0.000466    
## 2523 -1.36e-02  1.73e-02 -2.15e-02  2.62e-02 1.001 2.28e-04 0.000655    
## 2524  3.89e-05 -4.43e-05  4.53e-05 -5.22e-05 1.002 9.09e-10 0.001500   *
## 2525  6.57e-03 -9.47e-03  1.89e-03 -1.75e-02 1.000 1.02e-04 0.000374    
## 2526 -2.38e-03 -6.97e-04 -1.27e-02 -2.43e-02 1.000 1.97e-04 0.000507    
## 2527 -6.74e-06  1.37e-05  9.62e-06  4.50e-05 1.001 6.76e-10 0.000388    
## 2528 -2.72e-03  1.10e-03 -3.09e-03 -8.64e-03 1.001 2.49e-05 0.000246    
## 2529  9.58e-03 -7.40e-03  5.05e-03  1.32e-02 1.001 5.83e-05 0.000301    
## 2530  1.60e-04 -2.75e-03  9.35e-03 -1.56e-02 1.001 8.11e-05 0.000402    
## 2531  1.06e-03 -9.50e-04  1.03e-03  1.25e-03 1.001 5.18e-07 0.000795    
## 2532  2.20e-02 -1.70e-02  1.17e-02  3.03e-02 0.999 3.05e-04 0.000302    
## 2533  4.56e-03 -3.40e-04 -8.82e-03  2.29e-02 1.000 1.76e-04 0.000302    
## 2534 -2.79e-04 -2.11e-04 -1.51e-04 -2.35e-03 1.001 1.84e-06 0.000216    
## 2535  9.39e-03 -1.21e-02  1.49e-02 -1.87e-02 1.001 1.16e-04 0.000597    
## 2536 -9.37e-03  8.22e-03 -7.03e-04 -1.25e-02 1.001 5.17e-05 0.000939    
## 2537  1.92e-03 -5.69e-03  4.70e-03 -1.79e-02 1.000 1.07e-04 0.000231    
## 2538 -4.39e-03  6.81e-03  1.18e-04  1.48e-02 1.001 7.26e-05 0.000370    
## 2539  8.75e-03 -8.44e-03  7.27e-03  8.98e-03 1.003 2.69e-05 0.002713   *
## 2540 -6.19e-03  8.62e-03 -1.02e-02  1.45e-02 1.001 6.99e-05 0.000423    
## 2541 -6.74e-03  4.99e-03 -8.81e-03 -1.29e-02 1.001 5.52e-05 0.000404    
## 2542 -1.01e-02  7.61e-03 -4.59e-03 -1.47e-02 1.000 7.17e-05 0.000285    
## 2543 -1.18e-02  1.77e-02 -2.00e-02  3.22e-02 0.999 3.45e-04 0.000350    
## 2544 -1.94e-02  1.61e-02 -1.39e-02 -2.42e-02 1.000 1.95e-04 0.000385    
## 2545  4.57e-03 -9.22e-03 -6.32e-03 -3.00e-02 1.000 3.01e-04 0.000387    
## 2546 -7.83e-03  5.69e-03 -2.85e-03 -1.21e-02 1.001 4.86e-05 0.000273    
## 2547 -8.73e-03  7.05e-03 -5.65e-03 -1.12e-02 1.001 4.21e-05 0.000344    
## 2548 -7.89e-03  6.68e-03 -6.20e-03 -9.56e-03 1.001 3.05e-05 0.000444    
## 2549  1.45e-02 -1.14e-02  3.19e-02  4.00e-02 1.001 5.34e-04 0.001013    
## 2550  1.22e-02 -1.43e-02  1.32e-02 -1.68e-02 1.001 9.43e-05 0.000968    
## 2551  5.65e-03 -2.39e-03 -4.00e-03  1.72e-02 1.000 9.92e-05 0.000272    
## 2552 -1.19e-02  1.42e-02 -1.19e-02  1.71e-02 1.001 9.73e-05 0.000723    
## 2553 -7.80e-03  1.08e-02 -3.62e-03  1.79e-02 1.000 1.07e-04 0.000386    
## 2554  1.26e-04  1.19e-03 -4.92e-04  6.19e-03 1.001 1.28e-05 0.000216    
## 2555 -1.22e-03  8.08e-04 -1.65e-04 -2.22e-03 1.001 1.64e-06 0.000259    
## 2556  1.94e-03  5.18e-04 -6.08e-03  1.36e-02 1.001 6.20e-05 0.000321    
## 2557 -3.09e-03  4.95e-03  5.29e-04  1.14e-02 1.001 4.35e-05 0.000371    
## 2558  2.77e-02 -2.58e-02  3.02e-02  3.33e-02 1.002 3.69e-04 0.001477    
## 2559  3.45e-03 -5.83e-03  1.30e-02 -1.69e-02 1.001 9.54e-05 0.000624    
## 2560 -2.69e-02  3.17e-02 -2.85e-02  3.75e-02 1.001 4.69e-04 0.000878    
## 2561 -3.64e-03  7.76e-03  6.22e-03  2.68e-02 1.000 2.40e-04 0.000391    
## 2562  7.41e-03 -1.06e-02  2.36e-03 -1.93e-02 1.000 1.24e-04 0.000376    
## 2563  2.88e-03 -2.10e-03 -3.38e-03  8.02e-03 1.002 2.14e-05 0.001140    
## 2564 -3.70e-02  3.45e-02 -1.19e-02 -4.14e-02 1.002 5.73e-04 0.001713    
## 2565 -2.46e-03  3.56e-03 -7.03e-04  6.58e-03 1.001 1.44e-05 0.000374    
## 2566  1.16e-02 -1.44e-02  9.98e-03 -1.85e-02 1.001 1.14e-04 0.000522    
## 2567 -2.01e-03  2.68e-03 -1.24e-03  4.04e-03 1.001 5.43e-06 0.000409    
## 2568  6.70e-03 -5.87e-03 -1.87e-03  1.11e-02 1.002 4.14e-05 0.001618   *
## 2569  5.37e-03 -3.80e-03  1.57e-03  8.73e-03 1.001 2.54e-05 0.000266    
## 2570  2.40e-02 -2.18e-02  8.21e-03  2.70e-02 1.001 2.42e-04 0.001032    
## 2571 -2.13e-02  1.99e-02 -1.22e-02 -2.18e-02 1.002 1.58e-04 0.001366    
## 2572 -3.37e-04  1.47e-03 -4.43e-03  6.98e-03 1.001 1.63e-05 0.000431    
## 2573 -5.16e-03  7.33e-03 -1.45e-02  1.73e-02 1.001 1.00e-04 0.000854    
## 2574  1.24e-03 -8.84e-04  3.79e-04  2.00e-03 1.001 1.34e-06 0.000267    
## 2575  6.32e-04 -2.50e-03  1.87e-03 -8.84e-03 1.001 2.61e-05 0.000225    
## 2576  1.01e-03  2.12e-03  1.06e-02  2.33e-02 1.000 1.81e-04 0.000467    
## 2577  1.05e-02 -1.47e-02  2.07e-02 -2.70e-02 1.000 2.42e-04 0.000506    
## 2578  1.51e-02 -1.24e-02 -5.53e-03  2.70e-02 1.001 2.42e-04 0.000978    
## 2579 -4.12e-02  4.88e-02 -4.24e-02  5.83e-02 0.999 1.13e-03 0.000786    
## 2580 -1.60e-03  8.04e-03 -1.13e-02  3.09e-02 0.998 3.19e-04 0.000239    
## 2581 -6.06e-02  5.72e-02 -6.85e-02 -7.37e-02 1.001 1.81e-03 0.001865   *
## 2582  7.04e-03 -5.10e-03  2.49e-03  1.09e-02 1.001 3.99e-05 0.000271    
## 2583  2.18e-02 -2.67e-02  3.39e-02 -3.89e-02 1.000 5.05e-04 0.000892    
## 2584 -4.70e-04  1.74e-04  4.22e-04 -1.58e-03 1.001 8.27e-07 0.000277    
## 2585  4.27e-02 -3.78e-02 -8.05e-03  6.69e-02 1.000 1.49e-03 0.001596    
## 2586  3.39e-03 -3.03e-04 -6.40e-03  1.68e-02 1.000 9.42e-05 0.000301    
## 2587  1.81e-03 -1.58e-03  1.58e-03  2.14e-03 1.001 1.53e-06 0.000563    
## 2588 -8.60e-03  7.14e-03 -1.16e-02 -1.43e-02 1.001 6.84e-05 0.000631    
## 2589 -1.79e-03  5.52e-04 -6.39e-03 -1.07e-02 1.001 3.80e-05 0.000577    
## 2590 -1.74e-03 -9.32e-04 -1.14e-03 -1.29e-02 1.000 5.52e-05 0.000216    
## 2591  2.46e-04  9.12e-04 -3.75e-03  6.77e-03 1.001 1.53e-05 0.000372    
## 2592 -3.32e-02  2.89e-02 -2.89e-02 -3.95e-02 0.999 5.19e-04 0.000553    
## 2593  1.13e-02 -1.04e-02  1.17e-02  1.34e-02 1.002 6.02e-05 0.001073    
## 2594 -2.34e-02  2.08e-02 -4.48e-03 -2.87e-02 1.001 2.75e-04 0.000960    
## 2595  6.11e-03 -9.36e-03  1.05e-02 -1.76e-02 1.000 1.03e-04 0.000332    
## 2596  1.90e-02 -2.55e-02  3.07e-02 -4.10e-02 0.999 5.60e-04 0.000490    
## 2597 -3.28e-03  7.70e-03 -1.99e-02  2.88e-02 1.000 2.76e-04 0.000495    
## 2598  3.19e-05 -4.82e-04  1.63e-03 -2.71e-03 1.001 2.45e-06 0.000403    
## 2599 -6.54e-03  5.56e-03 -8.91e-03 -1.06e-02 1.001 3.74e-05 0.000734    
## 2600  1.58e-02 -2.61e-02 -4.86e-03 -6.35e-02 0.994 1.34e-03 0.000372   *
## 2601  1.60e-02 -2.19e-02  7.97e-03 -3.58e-02 0.999 4.26e-04 0.000389    
## 2602  3.16e-02 -2.99e-02  9.85e-03  3.55e-02 1.003 4.21e-04 0.002608   *
## 2603  4.28e-03 -8.06e-03 -4.24e-03 -2.41e-02 1.000 1.93e-04 0.000382    
## 2604 -1.91e-02  1.41e-02 -7.84e-03 -2.85e-02 0.999 2.70e-04 0.000279    
## 2605  9.62e-03 -8.50e-03  1.28e-03  1.23e-02 1.001 5.04e-05 0.000947    
## 2606  3.53e-03 -2.25e-03  4.43e-03  7.96e-03 1.001 2.11e-05 0.000311    
## 2607  8.75e-03 -7.25e-03 -2.94e-03  1.53e-02 1.001 7.84e-05 0.000972    
## 2608  1.95e-02 -2.37e-02  1.85e-02 -2.92e-02 1.000 2.85e-04 0.000618    
## 2609  1.92e-02 -2.41e-02  1.59e-02 -3.16e-02 1.000 3.32e-04 0.000497    
## 2610 -9.45e-03  3.06e-03 -3.34e-02 -5.54e-02 0.998 1.02e-03 0.000580   *
## 2611 -1.42e-04  1.78e-04 -3.16e-04  3.49e-04 1.002 4.06e-08 0.001418   *
## 2612  2.94e-03 -4.67e-04 -4.82e-03  1.34e-02 1.001 5.97e-05 0.000296    
## 2613 -2.45e-03  4.92e-03  3.31e-03  1.59e-02 1.001 8.45e-05 0.000387    
## 2614  9.40e-04 -5.41e-03 -1.15e-02 -3.13e-02 1.000 3.26e-04 0.000428    
## 2615  7.77e-03 -6.18e-03  1.68e-02  2.08e-02 1.001 1.45e-04 0.001057    
## 2616 -4.09e-03  7.03e-03 -7.40e-03  1.50e-02 1.000 7.52e-05 0.000283    
## 2617  3.06e-02 -3.40e-02  3.79e-02 -4.08e-02 1.003 5.56e-04 0.002699   *
## 2618  2.41e-03 -3.85e-03 -3.85e-04 -8.83e-03 1.001 2.60e-05 0.000371    
## 2619  2.01e-05  2.23e-04 -8.30e-04  1.44e-03 1.001 6.91e-07 0.000385    
## 2620 -1.68e-02  1.43e-02 -1.36e-02 -2.02e-02 1.001 1.36e-04 0.000468    
## 2621  2.70e-03  7.39e-04  2.13e-03  1.67e-02 1.000 9.33e-05 0.000218    
## 2622  1.87e-04 -1.41e-04  2.45e-04  3.48e-04 1.001 4.04e-08 0.000426    
## 2623  5.37e-03 -9.63e-03 -3.94e-03 -2.69e-02 1.000 2.41e-04 0.000378    
## 2624  1.02e-02 -1.54e-02  1.14e-03 -3.12e-02 0.999 3.23e-04 0.000370    
## 2625 -5.58e-03  7.87e-03 -2.13e-03  1.38e-02 1.001 6.32e-05 0.000379    
## 2626 -1.61e-02  1.36e-02 -1.26e-02 -1.95e-02 1.001 1.26e-04 0.000441    
## 2627 -7.42e-02  7.17e-02 -6.29e-02 -7.65e-02 1.002 1.95e-03 0.002889   *
## 2628  1.18e-02 -9.12e-03  6.31e-03  1.61e-02 1.000 8.67e-05 0.000304    
## 2629  1.86e-03 -2.57e-03  8.42e-04 -4.31e-03 1.001 6.19e-06 0.000385    
## 2630 -7.20e-04  3.80e-03  7.78e-03  2.14e-02 1.000 1.53e-04 0.000426    
## 2631 -3.93e-03  4.98e-03 -3.15e-03  6.65e-03 1.001 1.48e-05 0.000477    
## 2632 -2.33e-02  2.13e-02 -8.70e-03 -2.58e-02 1.001 2.22e-04 0.001056    
## 2633 -9.82e-03  9.14e-03 -1.06e-02 -1.18e-02 1.002 4.62e-05 0.001375   *
## 2634 -2.88e-02  2.60e-02 -8.00e-03 -3.36e-02 1.001 3.77e-04 0.000993    
## 2635 -9.37e-03  8.50e-03 -3.15e-03 -1.06e-02 1.002 3.72e-05 0.001028    
## 2636  7.24e-04 -1.77e-03  1.58e-03 -5.04e-03 1.001 8.47e-06 0.000238    
## 2637 -1.30e-03  2.17e-03  4.81e-04  5.39e-03 1.001 9.69e-06 0.000373    
## 2638  3.27e-03 -4.66e-03  1.11e-03 -8.36e-03 1.001 2.33e-05 0.000377    
## 2639  2.37e-02 -2.73e-02  2.67e-02 -3.21e-02 1.001 3.43e-04 0.001208    
## 2640 -1.76e-03  3.26e-03  1.59e-03  9.55e-03 1.001 3.04e-05 0.000381    
## 2641 -1.18e-03  9.40e-04 -7.15e-04 -1.56e-03 1.001 8.07e-07 0.000326    
## 2642  8.64e-05 -4.70e-05 -2.43e-05  2.07e-04 1.001 1.43e-08 0.000261    
## 2643  5.38e-03 -4.82e-03  5.17e-03  6.34e-03 1.001 1.34e-05 0.000773    
## 2644  3.16e-03 -4.37e-03  1.44e-03 -7.30e-03 1.001 1.78e-05 0.000385    
## 2645  4.19e-03 -3.22e-03 -3.63e-03  1.00e-02 1.002 3.35e-05 0.001078    
## 2646  1.62e-07  3.11e-04  9.03e-04  2.23e-03 1.001 1.66e-06 0.000442    
## 2647  2.72e-03 -3.64e-03  4.39e-03 -5.83e-03 1.001 1.13e-05 0.000496    
## 2648 -2.58e-03  5.69e-03 -5.31e-03  1.51e-02 1.000 7.60e-05 0.000245    
## 2649 -8.45e-04 -2.13e-03  3.07e-04 -1.41e-02 1.000 6.60e-05 0.000215    
## 2650 -4.05e-03  2.54e-03 -1.07e-02 -1.53e-02 1.001 7.81e-05 0.000729    
## 2651 -4.67e-02  4.34e-02 -2.46e-02 -4.84e-02 1.001 7.81e-04 0.001263    
## 2652  4.19e-02 -3.94e-02  4.68e-02  5.08e-02 1.001 8.59e-04 0.001723    
## 2653 -7.61e-03  1.06e-02 -3.25e-03  1.81e-02 1.000 1.09e-04 0.000382    
## 2654 -1.61e-02  2.31e-02 -4.85e-03  4.24e-02 0.998 5.98e-04 0.000375   *
## 2655 -1.15e-02  1.58e-02 -5.72e-03  2.57e-02 1.000 2.21e-04 0.000389    
## 2656  4.96e-03 -6.50e-04 -8.61e-03  2.33e-02 1.000 1.82e-04 0.000298    
## 2657  3.56e-03 -2.46e-04 -6.95e-03  1.80e-02 1.000 1.08e-04 0.000302    
## 2658 -3.37e-04  5.07e-04 -3.74e-05  1.03e-03 1.001 3.53e-07 0.000370    
## 2659  2.16e-03  2.81e-03  1.78e-02  3.76e-02 0.999 4.72e-04 0.000477    
## 2660 -1.87e-03  2.32e-03 -1.64e-03  2.96e-03 1.001 2.93e-06 0.000533    
## 2661 -4.75e-03  6.57e-03 -2.18e-03  1.10e-02 1.001 4.01e-05 0.000385    
## 2662 -1.45e-03  7.05e-03 -2.17e-02  3.45e-02 0.999 3.96e-04 0.000426    
## 2663 -1.19e-02  1.67e-02 -4.74e-03  2.90e-02 1.000 2.81e-04 0.000380    
## 2664 -6.94e-04  6.10e-05 -2.92e-03 -5.21e-03 1.001 9.06e-06 0.000539    
## 2665 -1.01e-03 -3.04e-04 -7.81e-04 -6.38e-03 1.001 1.36e-05 0.000218    
## 2666  1.43e-02 -1.20e-02  1.08e-02  1.75e-02 1.001 1.02e-04 0.000417    
## 2667  8.88e-03 -1.23e-02  3.95e-03 -2.08e-02 1.000 1.44e-04 0.000384    
## 2668 -3.09e-03  1.20e-03 -1.03e-02 -1.68e-02 1.001 9.36e-05 0.000598    
## 2669 -8.16e-03  1.14e-02 -1.34e-02  1.91e-02 1.001 1.21e-04 0.000423    
## 2670 -2.39e-04  1.08e-03  2.05e-03  5.80e-03 1.001 1.12e-05 0.000423    
## 2671  1.18e-03 -1.54e-04  4.80e-03  8.48e-03 1.001 2.40e-05 0.000545    
## 2672 -1.21e-02  1.53e-02 -9.42e-03  2.07e-02 1.001 1.43e-04 0.000466    
## 2673  1.91e-02 -1.52e-02  1.16e-02  2.51e-02 1.000 2.11e-04 0.000328    
## 2674 -2.43e-05  7.35e-06 -2.63e-05 -8.79e-05 1.001 2.58e-09 0.000236    
## 2675  1.35e-02 -1.76e-02  3.23e-02 -3.67e-02 1.001 4.48e-04 0.001159    
## 2676  3.74e-03  1.12e-03  2.00e-02  3.84e-02 0.999 4.90e-04 0.000507    
## 2677 -3.88e-04 -1.04e-03 -4.74e-03 -1.06e-02 1.001 3.72e-05 0.000463    
## 2678 -1.86e-02  1.63e-02 -1.66e-02 -2.21e-02 1.001 1.62e-04 0.000589    
## 2679  8.88e-03 -7.63e-03  7.39e-03  1.06e-02 1.001 3.76e-05 0.000499    
## 2680 -2.15e-04  2.38e-03  5.95e-03  1.54e-02 1.001 7.87e-05 0.000435    
## 2681 -5.56e-04  9.96e-04  4.02e-04  2.77e-03 1.001 2.57e-06 0.000378    
## 2682  1.53e-02 -1.30e-02  1.23e-02  1.84e-02 1.001 1.13e-04 0.000466    
## 2683  3.45e-03 -1.81e-03  1.02e-02  1.55e-02 1.001 7.98e-05 0.000653    
## 2684  7.73e-04 -2.17e-04  2.83e-03  4.77e-03 1.001 7.58e-06 0.000570    
## 2685  8.77e-03 -7.45e-03  1.76e-02  2.07e-02 1.002 1.43e-04 0.001343    
## 2686 -5.94e-05  1.19e-04  8.11e-05  3.88e-04 1.001 5.01e-08 0.000387    
## 2687  2.18e-06  7.13e-07  1.18e-05  2.28e-05 1.001 1.73e-10 0.000505    
## 2688 -1.71e-02  2.41e-02 -2.82e-02  4.10e-02 0.998 5.61e-04 0.000407    
## 2689 -1.34e-03  1.69e-03 -1.09e-03  2.25e-03 1.001 1.69e-06 0.000484    
## 2690 -8.53e-04  7.17e-07  1.87e-03 -4.66e-03 1.001 7.26e-06 0.000307    
## 2691 -1.66e-03  2.52e-03 -2.83e-03  4.70e-03 1.001 7.36e-06 0.000337    
## 2692 -3.29e-03  6.13e-04  5.08e-03 -1.45e-02 1.000 6.97e-05 0.000294    
## 2693  1.55e-03 -1.17e-03  7.33e-04  2.22e-03 1.001 1.64e-06 0.000289    
## 2694 -9.78e-02  9.37e-02 -7.53e-02 -9.92e-02 1.000 3.28e-03 0.002207   *
## 2695  8.72e-03 -6.77e-03  4.71e-03  1.19e-02 1.001 4.75e-05 0.000305    
## 2696  9.91e-03 -7.45e-03  4.47e-03  1.44e-02 1.000 6.91e-05 0.000285    
## 2697  4.42e-02 -3.95e-02  4.21e-02  5.21e-02 0.999 9.05e-04 0.000741    
## 2698 -3.61e-02  3.17e-02 -4.97e-02 -5.65e-02 0.999 1.06e-03 0.000949    
## 2699 -7.65e-03  1.20e-02 -2.54e-02  3.21e-02 1.000 3.42e-04 0.000694    
## 2700  1.55e-02 -1.30e-02  1.17e-02  1.90e-02 1.000 1.20e-04 0.000415    
## 2701  1.85e-03 -3.73e-03 -2.56e-03 -1.21e-02 1.001 4.92e-05 0.000387    
## 2702 -3.65e-02  3.45e-02 -1.73e-02 -3.81e-02 1.002 4.83e-04 0.001982   *
## 2703 -9.73e-03  1.23e-02 -7.72e-03  1.66e-02 1.001 9.14e-05 0.000473    
## 2704 -1.19e-03  1.76e-03 -2.11e-04  3.44e-03 1.001 3.95e-06 0.000371    
## 2705 -1.45e-02  1.89e-02 -9.96e-03  2.72e-02 1.000 2.47e-04 0.000427    
## 2706  7.31e-04 -1.17e-03 -1.14e-04 -2.67e-03 1.001 2.38e-06 0.000371    
## 2707 -3.50e-03  1.33e-03  3.01e-03 -1.15e-02 1.001 4.42e-05 0.000276    
## 2708  1.18e-03 -1.47e-03  9.81e-04 -1.93e-03 1.001 1.24e-06 0.000499    
## 2709  4.98e-04 -2.18e-03  6.58e-03 -1.04e-02 1.001 3.58e-05 0.000431    
## 2710 -2.15e-02  1.67e-02  1.73e-02 -4.98e-02 1.000 8.26e-04 0.001065    
## 2711  2.87e-03 -4.02e-03  1.16e-03 -6.93e-03 1.001 1.60e-05 0.000381    
## 2712  1.30e-02 -1.04e-02  8.05e-03  1.70e-02 1.000 9.69e-05 0.000331    
## 2713 -2.16e-02  1.84e-02 -4.32e-02 -5.06e-02 1.001 8.54e-04 0.001366    
## 2714  7.96e-04  6.26e-04 -3.96e-03  8.05e-03 1.001 2.16e-05 0.000339    
## 2715 -5.15e-03  3.85e-03 -2.25e-03 -7.55e-03 1.001 1.90e-05 0.000282    
## 2716 -3.62e-02  3.14e-02 -3.10e-02 -4.30e-02 0.999 6.16e-04 0.000537    
## 2717 -2.23e-03  1.60e-03 -7.56e-04 -3.50e-03 1.001 4.07e-06 0.000270    
## 2718  7.19e-05  1.19e-03  3.76e-03  9.07e-03 1.001 2.75e-05 0.000446    
## 2719 -1.93e-02  1.46e-02 -2.54e-02 -3.57e-02 0.999 4.25e-04 0.000434    
## 2720  1.17e-02 -3.63e-03 -1.30e-02  4.32e-02 0.997 6.21e-04 0.000283   *
## 2721 -9.68e-04  2.21e-03 -5.65e-03  8.09e-03 1.001 2.18e-05 0.000501    
## 2722  3.24e-03 -2.68e-03 -1.07e-03  5.65e-03 1.002 1.07e-05 0.000971    
## 2723  1.37e-02 -1.07e-02  1.82e-02  2.46e-02 1.000 2.02e-04 0.000471    
## 2724 -1.10e-02  9.80e-03 -1.90e-03 -1.37e-02 1.001 6.30e-05 0.000955    
## 2725 -6.75e-03  4.78e-03 -1.99e-03 -1.10e-02 1.001 4.00e-05 0.000266    
## 2726 -4.90e-03  8.20e-03  1.85e-03  2.05e-02 1.000 1.39e-04 0.000373    
## 2727 -1.07e-02  8.26e-03  9.19e-03 -2.55e-02 1.001 2.18e-04 0.001076    
## 2728 -1.38e-02  1.96e-02 -2.28e-02  3.39e-02 0.999 3.83e-04 0.000392    
## 2729  3.51e-03 -4.65e-03  8.67e-03 -9.94e-03 1.002 3.30e-05 0.001075    
## 2730  2.89e-03 -5.17e-03 -2.07e-03 -1.44e-02 1.001 6.88e-05 0.000378    
## 2731  2.51e-05 -4.08e-05 -5.94e-06 -9.65e-05 1.001 3.11e-09 0.000371    
## 2732  3.34e-03 -6.73e-03  1.64e-02 -2.27e-02 1.001 1.72e-04 0.000535    
## 2733 -2.06e-02  1.82e-02 -1.87e-02 -2.44e-02 1.001 1.98e-04 0.000629    
## 2734 -1.31e-02  7.82e-03 -3.59e-02 -5.22e-02 0.999 9.09e-04 0.000701    
## 2735 -1.03e-02  7.50e-03 -1.34e-02 -2.01e-02 1.000 1.35e-04 0.000386    
## 2736 -3.75e-02  3.29e-02 -3.37e-02 -4.43e-02 0.999 6.55e-04 0.000608    
## 2737  1.99e-02 -2.63e-02  3.20e-02 -4.14e-02 0.999 5.72e-04 0.000531    
## 2738 -5.81e-04  8.14e-04 -2.37e-04  1.40e-03 1.001 6.55e-07 0.000381    
## 2739 -1.84e-03  2.36e-03 -1.37e-03  3.28e-03 1.001 3.58e-06 0.000448    
## 2740 -1.19e-02  1.06e-02  1.88e-03 -1.82e-02 1.002 1.11e-04 0.001590   *
## 2741  1.61e-03 -2.27e-03  6.25e-04 -3.95e-03 1.001 5.20e-06 0.000379    
## 2742  9.69e-03 -1.27e-02  6.44e-03 -1.85e-02 1.001 1.15e-04 0.000421    
## 2743  1.39e-02 -2.03e-02  3.23e-03 -3.86e-02 0.999 4.96e-04 0.000373    
## 2744 -1.14e-04 -2.47e-04  1.12e-03 -2.09e-03 1.001 1.46e-06 0.000361    
## 2745 -4.63e-03  2.48e-03 -5.56e-03 -1.22e-02 1.001 4.97e-05 0.000271    
## 2746  5.04e-04 -7.94e-04 -5.21e-05 -1.78e-03 1.001 1.06e-06 0.000370    
## 2747 -1.91e-03  3.83e-03 -3.74e-03  9.40e-03 1.001 2.94e-05 0.000255    
## 2748  1.76e-03 -3.69e-04 -2.57e-03  7.48e-03 1.001 1.87e-05 0.000292    
## 2749  1.41e-03 -5.70e-03 -1.02e-02 -2.96e-02 1.000 2.93e-04 0.000420    
## 2750 -3.90e-03  6.18e-03 -1.32e-02  1.68e-02 1.001 9.39e-05 0.000679    
## 2751  5.43e-03 -7.01e-03  8.62e-03 -1.08e-02 1.001 3.87e-05 0.000598    
## 2752  7.42e-03 -1.23e-02  1.32e-02 -2.52e-02 1.000 2.12e-04 0.000295    
## 2753  1.90e-02 -2.56e-02  3.07e-02 -4.15e-02 0.999 5.74e-04 0.000474    
## 2754 -9.34e-04 -1.76e-04  2.67e-03 -6.14e-03 1.001 1.26e-05 0.000318    
## 2755 -3.52e-03  5.83e-03 -6.26e-03  1.19e-02 1.001 4.74e-05 0.000296    
## 2756 -1.49e-03  9.66e-04 -1.38e-04 -2.79e-03 1.001 2.59e-06 0.000258    
## 2757  1.51e-04  4.32e-03  1.32e-02  3.22e-02 1.000 3.45e-04 0.000445    
## 2758 -1.31e-03  3.16e-03  3.32e-03  1.23e-02 1.001 5.03e-05 0.000399    
## 2759  1.80e-02 -1.46e-02  1.20e-02  2.29e-02 1.000 1.74e-04 0.000354    
## 2760 -5.43e-03  8.83e-03  1.36e-03  2.10e-02 1.000 1.47e-04 0.000371    
## 2761  3.10e-03 -2.52e-03  6.54e-03  7.97e-03 1.002 2.12e-05 0.001130    
## 2762 -6.63e-04  5.86e-03  1.40e-02  3.67e-02 0.999 4.48e-04 0.000433    
## 2763 -1.76e-02  1.58e-02 -3.30e-02 -3.68e-02 1.002 4.52e-04 0.001863   *
## 2764 -4.33e-03  1.23e-03 -1.58e-02 -2.66e-02 1.000 2.36e-04 0.000571    
## 2765 -2.26e-03  1.87e-03 -1.61e-03 -2.83e-03 1.001 2.66e-06 0.000381    
## 2766  2.78e-03  3.10e-03  2.14e-02  4.47e-02 0.999 6.65e-04 0.000480    
## 2767 -4.12e-03  2.74e-03 -1.04e-02 -1.45e-02 1.001 6.98e-05 0.000772    
## 2768  1.23e-03 -9.90e-05  5.21e-03  9.31e-03 1.001 2.89e-05 0.000538    
## 2769  2.26e-02 -1.86e-02  3.05e-02  3.78e-02 1.000 4.77e-04 0.000611    
## 2770  4.70e-04  1.27e-03 -2.17e-04  8.25e-03 1.001 2.27e-05 0.000215    
## 2771 -9.33e-04 -2.18e-04 -7.54e-04 -5.61e-03 1.001 1.05e-05 0.000219    
## 2772 -5.75e-04  3.21e-04 -6.98e-04 -1.47e-03 1.001 7.21e-07 0.000277    
## 2773  1.06e-02 -8.56e-03  6.87e-03  1.36e-02 1.001 6.21e-05 0.000345    
## 2774 -1.16e-03  4.00e-03  6.41e-03  1.94e-02 1.000 1.25e-04 0.000415    
## 2775 -9.40e-04 -6.74e-04 -6.15e-03 -1.24e-02 1.001 5.16e-05 0.000490    
## 2776 -7.13e-03  1.11e-02 -1.23e-02  2.11e-02 1.000 1.48e-04 0.000325    
## 2777 -8.34e-03  6.42e-03 -1.10e-02 -1.52e-02 1.001 7.71e-05 0.000453    
## 2778  1.33e-03 -4.46e-05  5.83e-03  1.05e-02 1.001 3.70e-05 0.000533    
## 2779 -4.80e-03  2.66e-03 -1.37e-02 -2.05e-02 1.001 1.40e-04 0.000671    
## 2780  6.89e-03  1.62e-03  3.55e-02  6.75e-02 0.996 1.52e-03 0.000511   *
## 2781  1.73e-03 -2.58e-03  2.41e-04 -5.16e-03 1.001 8.87e-06 0.000371    
## 2782  5.56e-03 -4.70e-03  4.34e-03  6.76e-03 1.001 1.52e-05 0.000438    
## 2783 -1.34e-03  1.36e-04 -5.58e-03 -9.92e-03 1.001 3.28e-05 0.000541    
## 2784 -1.84e-03  4.23e-03 -1.09e-02  1.56e-02 1.001 8.10e-05 0.000500    
## 2785  4.11e-04 -2.96e-03 -6.74e-03 -1.79e-02 1.001 1.07e-04 0.000431    
## 2786  2.40e-03  1.81e-04  1.12e-02  2.08e-02 1.001 1.44e-04 0.000523    
## 2787  3.06e-03 -5.33e-03 -1.79e-03 -1.43e-02 1.001 6.78e-05 0.000376    
## 2788 -3.28e-03  3.12e-03 -1.71e-03 -3.37e-03 1.003 3.79e-06 0.002118   *
## 2789 -4.91e-03  8.57e-03  2.91e-03  2.30e-02 1.000 1.76e-04 0.000376    
## 2790 -1.85e-02  1.69e-02 -1.89e-02 -2.19e-02 1.001 1.60e-04 0.001001    
## 2791  1.67e-02 -1.26e-02  7.58e-03  2.42e-02 1.000 1.95e-04 0.000285    
## 2792  2.12e-03  1.68e-03  1.43e-02  2.91e-02 1.000 2.83e-04 0.000488    
## 2793  2.33e-03 -5.29e-03 -4.94e-03 -1.95e-02 1.000 1.27e-04 0.000395    
## 2794 -1.72e-02  1.51e-02 -1.53e-02 -2.04e-02 1.001 1.38e-04 0.000595    
## 2795  2.55e-03 -4.97e-03 -3.00e-03 -1.55e-02 1.001 7.99e-05 0.000384    
## 2796 -6.14e-04  9.02e-04 -1.26e-04  1.74e-03 1.001 1.02e-06 0.000372    
## 2797  1.95e-03 -1.05e-03  5.64e-03  8.48e-03 1.001 2.40e-05 0.000664    
## 2798  9.08e-03 -7.22e-03  5.50e-03  1.20e-02 1.001 4.77e-05 0.000326    
## 2799  3.18e-03 -1.97e-03  3.96e-03  7.38e-03 1.001 1.81e-05 0.000302    
## 2800  2.08e-03 -1.70e-03 -8.73e-04  3.84e-03 1.002 4.92e-06 0.000987    
## 2801  9.17e-05 -1.81e-04  4.37e-04 -6.04e-04 1.001 1.21e-07 0.000542    
## 2802 -3.82e-03  2.84e-03  4.05e-03 -1.01e-02 1.002 3.38e-05 0.001117    
## 2803  1.58e-02 -1.23e-02 -1.22e-02  3.60e-02 1.001 4.31e-04 0.001059    
## 2804 -3.95e-02  3.74e-02 -2.65e-02 -4.00e-02 1.002 5.32e-04 0.001675    
## 2805 -2.19e-05 -2.29e-04 -7.63e-04 -1.82e-03 1.001 1.10e-06 0.000449    
## 2806  1.16e-02 -9.27e-03  7.11e-03  1.53e-02 1.001 7.77e-05 0.000329    
## 2807  2.40e-02 -2.90e-02  2.34e-02 -3.53e-02 1.000 4.16e-04 0.000658    
## 2808 -1.51e-02  1.15e-02  1.42e-02 -3.75e-02 1.001 4.68e-04 0.001093    
## 2809 -6.97e-03  6.20e-03 -1.23e-03 -8.66e-03 1.002 2.50e-05 0.000956    
## 2810 -2.55e-03  1.56e-03  8.15e-05 -5.20e-03 1.001 9.02e-06 0.000257    
## 2811 -6.27e-04  1.32e-03  1.03e-03  4.51e-03 1.001 6.78e-06 0.000390    
## 2812 -4.63e-03  4.15e-03 -1.14e-03 -5.50e-03 1.002 1.01e-05 0.000979    
## 2813  1.23e-03  4.58e-04 -4.32e-03  9.44e-03 1.001 2.97e-05 0.000326    
## 2814  9.43e-03 -1.14e-02  1.46e-02 -1.64e-02 1.001 8.99e-05 0.001022    
## 2815 -1.03e-01  1.01e-01 -9.89e-02 -1.10e-01 1.004 4.06e-03 0.004766   *
## 2816 -1.58e-02  1.86e-02 -1.66e-02  2.21e-02 1.001 1.63e-04 0.000842    
## 2817  4.20e-02 -4.93e-02  4.47e-02 -5.83e-02 0.999 1.13e-03 0.000898    
## 2818  3.25e-02 -4.02e-02  2.88e-02 -5.10e-02 0.998 8.67e-04 0.000543    
## 2819  4.29e-03 -3.36e-03  2.38e-03  5.83e-03 1.001 1.13e-05 0.000309    
## 2820  3.10e-03 -2.68e-03  2.63e-03  3.70e-03 1.001 4.57e-06 0.000519    
## 2821  9.96e-03 -7.86e-03  5.82e-03  1.33e-02 1.001 5.88e-05 0.000319    
## 2822  9.23e-04 -7.11e-04  4.78e-04  1.28e-03 1.001 5.49e-07 0.000299    
## 2823 -5.54e-03  7.14e-03 -4.05e-03  9.98e-03 1.001 3.32e-05 0.000443    
## 2824 -1.84e-03  2.70e-03 -3.86e-04  5.21e-03 1.001 9.06e-06 0.000372    
## 2825 -2.37e-04  5.19e-04  4.46e-04  1.85e-03 1.001 1.14e-06 0.000393    
## 2826  1.37e-02 -1.08e-02  7.82e-03  1.84e-02 1.000 1.13e-04 0.000314    
## 2827 -9.90e-04 -9.79e-04 -4.17e-04 -9.41e-03 1.001 2.95e-05 0.000215    
## 2828 -1.77e-02  1.44e-02 -1.19e-02 -2.26e-02 1.000 1.70e-04 0.000355    
## 2829  6.13e-03 -1.17e-02 -6.56e-03 -3.56e-02 0.999 4.23e-04 0.000383    
## 2830  4.59e-03 -7.78e-03  8.24e-03 -1.63e-02 1.000 8.91e-05 0.000288    
## 2831  2.61e-02 -2.22e-02 -3.32e-03  3.98e-02 1.001 5.27e-04 0.000943    
## 2832 -6.11e-03  9.63e-03  6.15e-04  2.16e-02 1.000 1.55e-04 0.000370    
## 2833 -2.03e-03  5.20e-04 -7.55e-03 -1.28e-02 1.001 5.49e-05 0.000566    
## 2834  3.38e-02 -3.15e-02  3.67e-02  4.06e-02 1.001 5.49e-04 0.001423    
## 2835  3.08e-03  5.57e-04  1.54e-02  2.90e-02 1.000 2.81e-04 0.000514    
## 2836 -2.73e-02  2.48e-02 -2.74e-02 -3.23e-02 1.001 3.47e-04 0.000915    
## 2837 -7.94e-03  1.13e-02 -2.64e-03  2.04e-02 1.000 1.39e-04 0.000376    
## 2838 -1.05e-03  3.48e-03  5.39e-03  1.66e-02 1.001 9.14e-05 0.000414    
## 2839 -2.88e-03  4.17e-03 -7.77e-04  7.78e-03 1.001 2.02e-05 0.000374    
## 2840  1.04e-02 -8.94e-03 -8.74e-03  2.42e-02 1.003 1.95e-04 0.002769   *
## 2841 -1.94e-03  3.60e-03  1.74e-03  1.05e-02 1.001 3.66e-05 0.000380    
## 2842  8.81e-03 -8.09e-03  9.15e-03  1.05e-02 1.002 3.65e-05 0.001096    
## 2843 -3.10e-04  1.14e-03  1.92e-03  5.69e-03 1.001 1.08e-05 0.000417    
## 2844 -7.23e-03  1.13e-02  5.26e-04  2.50e-02 1.000 2.09e-04 0.000370    
## 2845 -8.78e-03  1.42e-02  1.78e-03  3.30e-02 0.999 3.64e-04 0.000371    
## 2846  5.72e-03 -3.84e-03  1.44e-02  1.99e-02 1.001 1.32e-04 0.000778    
## 2847 -1.72e-03 -2.60e-04 -8.45e-03 -1.59e-02 1.001 8.38e-05 0.000517    
## 2848  1.75e-02 -1.64e-02  1.03e-02  1.78e-02 1.002 1.06e-04 0.001403   *
## 2849  2.53e-03 -9.06e-05  1.10e-02  1.99e-02 1.001 1.32e-04 0.000533    
## 2850  3.38e-03 -5.57e-03 -1.07e-03 -1.36e-02 1.001 6.16e-05 0.000372    
## 2851  7.59e-03 -9.15e-03  1.29e-02 -1.41e-02 1.002 6.63e-05 0.001240    
## 2852 -6.24e-03  8.40e-03 -3.54e-03  1.31e-02 1.001 5.70e-05 0.000399    
## 2853  5.15e-04  6.65e-05  2.49e-03  4.66e-03 1.001 7.25e-06 0.000518    
## 2854 -1.69e-03  2.77e-04 -6.74e-03 -1.18e-02 1.001 4.63e-05 0.000550    
## 2855  1.62e-03  1.78e-03  1.24e-02  2.58e-02 1.000 2.22e-04 0.000480    
## 2856 -1.35e-03  4.34e-04 -4.77e-03 -7.94e-03 1.001 2.10e-05 0.000580    
## 2857 -7.92e-03  1.22e-02 -2.09e-05  2.61e-02 1.000 2.27e-04 0.000370    
## 2858  1.27e-02 -8.35e-03  3.25e-02  4.53e-02 1.000 6.85e-04 0.000761    
## 2859  1.80e-02 -2.32e-02  1.33e-02 -3.22e-02 1.000 3.46e-04 0.000446    
## 2860  5.00e-03 -2.17e-03  1.60e-02  2.55e-02 1.001 2.16e-04 0.000613    
## 2861 -3.77e-03  4.80e-03 -2.91e-03  6.54e-03 1.001 1.43e-05 0.000461    
## 2862 -2.60e-02  2.38e-02 -1.05e-02 -2.83e-02 1.001 2.67e-04 0.001086    
## 2863  4.03e-03 -6.36e-03 -4.31e-04 -1.43e-02 1.001 6.79e-05 0.000370    
## 2864  1.32e-02 -1.24e-02  5.52e-03  1.40e-02 1.002 6.57e-05 0.001861   *
## 2865  1.03e-02 -1.47e-02  2.06e-02 -2.73e-02 1.000 2.48e-04 0.000484    
## 2866 -1.51e-02  1.15e-02 -7.39e-03 -2.13e-02 1.000 1.52e-04 0.000292    
## 2867  5.21e-03 -6.98e-03  3.06e-03 -1.07e-02 1.001 3.83e-05 0.000403    
## 2868  2.50e-03 -1.93e-03  1.32e-03  3.45e-03 1.001 3.97e-06 0.000301    
## 2869 -7.91e-03  1.23e-02 -1.37e-02  2.37e-02 1.000 1.88e-04 0.000321    
## 2870  4.18e-03 -1.83e-05  1.86e-02  3.39e-02 1.000 3.82e-04 0.000530    
## 2871 -2.89e-04 -1.24e-03  5.00e-03 -8.96e-03 1.001 2.68e-05 0.000374    
## 2872 -8.53e-03  1.14e-02 -5.21e-03  1.72e-02 1.001 9.84e-05 0.000407    
## 2873 -1.83e-03  4.17e-03 -1.07e-02  1.53e-02 1.001 7.78e-05 0.000502    
## 2874  3.49e-03 -5.33e-03  1.25e-04 -1.12e-02 1.001 4.21e-05 0.000370    
## 2875  8.67e-04 -3.24e-03  2.46e-03 -1.12e-02 1.001 4.19e-05 0.000226    
## 2876 -3.08e-04  1.21e-03 -3.59e-03  5.61e-03 1.001 1.05e-05 0.000437    
## 2877 -6.26e-03 -7.79e-17  5.76e-17 -2.93e-02 0.998 2.87e-04 0.000207    
## 2878 -2.80e-02  2.33e-02  8.77e-03 -4.84e-02 1.000 7.81e-04 0.000968    
## 2879 -4.09e-03 -5.09e-17  3.77e-17 -1.92e-02 1.000 1.23e-04 0.000207    
## 2880 -2.68e-02  2.43e-02 -2.68e-02 -3.17e-02 1.001 3.34e-04 0.000911    
## 2881 -2.60e-03  1.69e-03 -2.32e-04 -4.88e-03 1.001 7.94e-06 0.000258    
## 2882 -9.92e-04  6.08e-04  3.60e-05 -2.03e-03 1.001 1.38e-06 0.000257    
## 2883 -1.70e-02  2.32e-02 -2.76e-02  3.79e-02 0.999 4.79e-04 0.000458    
## 2884 -3.28e-02  2.76e-02 -2.50e-02 -4.01e-02 0.999 5.36e-04 0.000422    
## 2885  4.23e-03 -8.43e-03  2.04e-02 -2.82e-02 1.000 2.65e-04 0.000540    
## 2886  6.77e-03 -1.09e-02 -1.47e-03 -2.57e-02 1.000 2.21e-04 0.000371    
## 2887  3.87e-03 -1.74e-03  4.48e-03  1.16e-02 1.001 4.45e-05 0.000253    
## 2888 -2.01e-02  2.51e-02 -1.70e-02  3.27e-02 1.000 3.56e-04 0.000508    
## 2889 -2.01e-03  3.13e-03 -3.48e-03  6.00e-03 1.001 1.20e-05 0.000323    
## 2890  3.69e-03 -7.48e-03  1.83e-02 -2.54e-02 1.000 2.15e-04 0.000533    
## 2891 -2.71e-02  2.51e-02 -1.30e-02 -2.86e-02 1.001 2.73e-04 0.001180    
## 2892  3.48e-02 -4.31e-02  3.07e-02 -5.50e-02 0.998 1.01e-03 0.000537   *
## 2893 -1.75e-03 -4.07e-04  5.28e-03 -1.19e-02 1.001 4.76e-05 0.000320    
## 2894  6.51e-05 -8.15e-05  5.46e-05 -1.06e-04 1.001 3.77e-09 0.000502    
## 2895 -1.30e-04  8.63e-04 -5.63e-04  3.46e-03 1.001 3.98e-06 0.000221    
## 2896 -3.29e-03  1.12e-02 -3.21e-02  4.93e-02 0.998 8.09e-04 0.000447   *
## 2897  1.77e-02 -1.67e-02  1.10e-02  1.80e-02 1.002 1.08e-04 0.001488   *
## 2898  4.15e-03 -6.45e-03 -1.67e-04 -1.41e-02 1.001 6.60e-05 0.000370    
## 2899 -1.20e-03  2.17e-03  9.15e-04  6.11e-03 1.001 1.24e-05 0.000378    
## 2900  6.76e-03 -9.14e-03  3.68e-03 -1.44e-02 1.001 6.96e-05 0.000396    
## 2901 -8.62e-03  5.07e-03 -1.06e-02 -2.10e-02 1.000 1.47e-04 0.000288    
## 2902 -3.06e-03  1.35e-03  1.96e-03 -9.02e-03 1.001 2.71e-05 0.000270    
## 2903  5.28e-03 -8.59e-03  1.87e-02 -2.39e-02 1.001 1.91e-04 0.000655    
## 2904 -2.64e-02  2.20e-02 -3.58e-02 -4.40e-02 0.999 6.45e-04 0.000634    
## 2905  2.61e-02 -2.25e-02 -1.11e-02  4.76e-02 1.001 7.57e-04 0.001663    
## 2906 -6.03e-03  4.76e-03 -8.03e-03 -1.07e-02 1.001 3.79e-05 0.000496    
## 2907  1.55e-03  2.03e-03 -1.06e-02  2.05e-02 1.000 1.40e-04 0.000351    
## 2908 -2.13e-02  1.73e-02 -1.44e-02 -2.70e-02 1.000 2.43e-04 0.000359    
## 2909  3.08e-03 -1.02e-03 -3.18e-03  1.10e-02 1.001 4.02e-05 0.000281    
## 2910 -1.76e-03  3.67e-03  2.77e-03  1.24e-02 1.001 5.12e-05 0.000389    
## 2911 -2.62e-02  2.11e-02 -1.69e-02 -3.37e-02 0.999 3.79e-04 0.000344    
## 2912 -6.55e-03  5.51e-03 -5.00e-03 -8.00e-03 1.001 2.14e-05 0.000422    
## 2913  9.39e-04 -1.98e-03 -1.55e-03 -6.79e-03 1.001 1.54e-05 0.000390    
## 2914  1.94e-05 -9.94e-04 -2.79e-03 -6.97e-03 1.001 1.62e-05 0.000441    
## 2915 -2.86e-02  3.49e-02 -2.69e-02  4.31e-02 0.999 6.19e-04 0.000606    
## 2916  2.59e-02 -3.03e-02  2.78e-02 -3.57e-02 1.001 4.25e-04 0.000941    
## 2917  1.04e-03 -1.25e-03  1.05e-03 -1.50e-03 1.001 7.49e-07 0.000721    
## 2918  6.54e-03 -4.97e-03  3.15e-03  9.30e-03 1.001 2.89e-05 0.000291    
## 2919 -5.55e-04  1.48e-03 -4.01e-03  5.94e-03 1.001 1.17e-05 0.000473    
## 2920  6.27e-03 -7.15e-03  7.30e-03 -8.41e-03 1.002 2.36e-05 0.001491   *
## 2921 -3.10e-03  4.45e-03 -8.86e-03  1.07e-02 1.001 3.80e-05 0.000830    
## 2922  2.99e-02 -3.59e-02  2.95e-02 -4.35e-02 1.000 6.30e-04 0.000685    
## 2923  2.53e-02 -2.18e-02 -1.15e-02  4.71e-02 1.001 7.41e-04 0.001672    
## 2924 -1.86e-02  1.60e-02  7.80e-03 -3.38e-02 1.002 3.81e-04 0.001661    
## 2925 -2.50e-03  3.75e-03 -7.71e-03  9.50e-03 1.001 3.01e-05 0.000752    
## 2926 -1.97e-02  1.77e-02  5.91e-03 -3.31e-02 1.003 3.65e-04 0.002487   *
## 2927  3.29e-03 -3.00e-03  1.23e-03  3.64e-03 1.002 4.41e-06 0.001057    
## 2928 -5.36e-04  1.55e-03 -1.29e-03  4.82e-03 1.001 7.73e-06 0.000231    
## 2929 -1.40e-03 -4.16e-04  4.55e-03 -1.01e-02 1.001 3.41e-05 0.000323    
## 2930  7.83e-04 -2.61e-03  2.07e-03 -8.68e-03 1.001 2.51e-05 0.000228    
## 2931  1.97e-02 -1.54e-02 -1.49e-02  4.45e-02 1.001 6.60e-04 0.001056    
## 2932 -3.31e-03  1.10e-02 -3.15e-02  4.82e-02 0.998 7.75e-04 0.000449   *
## 2933 -7.61e-03  5.54e-03  9.19e-03 -2.15e-02 1.002 1.54e-04 0.001146    
## 2934 -4.73e-03  5.61e-03 -4.90e-03  6.68e-03 1.001 1.49e-05 0.000800    
## 2935 -2.42e-02  2.26e-02 -1.36e-02 -2.48e-02 1.002 2.05e-04 0.001342    
## 2936  3.50e-02 -3.15e-02 -9.83e-03  5.82e-02 1.002 1.13e-03 0.002478   *
## 2937 -8.92e-02  8.31e-02 -9.86e-03 -1.14e-01 1.000 4.30e-03 0.002426   *
## 2938 -3.36e-02  2.87e-02  4.13e-03 -5.11e-02 1.000 8.70e-04 0.000943    
## 2939 -4.11e-03  3.68e-03  1.51e-03 -7.23e-03 1.003 1.74e-05 0.002518   *
## 2940 -1.63e-04  3.46e-04 -8.59e-04  1.21e-03 1.001 4.86e-07 0.000521    
## 2941 -1.29e-02  1.02e-02 -1.72e-02 -2.29e-02 1.000 1.75e-04 0.000493    
## 2942 -4.89e-03  8.26e-03 -1.84e-02  2.39e-02 1.001 1.91e-04 0.000625    
## 2943  2.41e-02 -2.74e-02  2.79e-02 -3.23e-02 1.002 3.48e-04 0.001452    
## 2944  6.16e-03 -7.00e-03  7.23e-03 -8.25e-03 1.002 2.27e-05 0.001592   *
## 2945  1.58e-02 -1.43e-02 -3.23e-04  2.21e-02 1.002 1.63e-04 0.001573   *
## 2946  1.97e-02 -2.58e-02  1.34e-02 -3.73e-02 0.999 4.64e-04 0.000425    
## 2947 -2.18e-02  1.68e-02 -1.14e-02 -3.02e-02 0.999 3.04e-04 0.000300    
## 2948 -6.32e-04  8.27e-04 -1.52e-03  1.73e-03 1.002 1.00e-06 0.001138    
## 2949 -4.01e-03  1.43e-03  3.79e-03 -1.38e-02 1.000 6.31e-05 0.000279    
## 2950  1.67e-02 -1.58e-02  5.07e-03  1.89e-02 1.003 1.19e-04 0.002595   *
## 2951  3.88e-03 -3.34e-03  3.25e-03  4.64e-03 1.001 7.18e-06 0.000505    
## 2952 -4.03e-03  7.55e-04  6.21e-03 -1.77e-02 1.000 1.04e-04 0.000294    
## 2953  3.25e-02 -2.96e-02  2.89e-03  4.21e-02 1.002 5.90e-04 0.001580    
## 2954  9.66e-04 -1.20e-03  1.51e-03 -1.78e-03 1.001 1.06e-06 0.000763    
## 2955  5.64e-03 -4.69e-03 -4.23e-03  1.25e-02 1.002 5.20e-05 0.001777   *
## 2956  1.04e-02 -1.56e-02  3.21e-02 -3.96e-02 1.000 5.22e-04 0.000754    
## 2957  6.00e-03 -4.37e-03  7.81e-03  1.17e-02 1.001 4.55e-05 0.000388    
## 2958 -4.58e-02  4.07e-02 -4.27e-02 -5.40e-02 0.999 9.71e-04 0.000685    
## 2959 -3.06e-05  2.26e-05 -1.25e-05 -4.57e-05 1.001 6.98e-10 0.000278    
## 2960  9.13e-05 -2.71e-04 -3.77e-04 -1.21e-03 1.001 4.91e-07 0.000409    
## 2961  2.86e-03  1.77e-03  1.79e-02  3.58e-02 0.999 4.27e-04 0.000493    
## 2962  1.33e-02 -1.08e-02 -6.47e-03  2.56e-02 1.001 2.19e-04 0.001000    
## 2963  3.14e-03 -6.61e-03 -5.16e-03 -2.26e-02 1.000 1.70e-04 0.000390    
## 2964 -1.42e-03  5.26e-03  8.92e-03  2.64e-02 1.000 2.32e-04 0.000418    
## 2965 -1.79e-02  1.55e-02  7.25e-03 -3.23e-02 1.002 3.49e-04 0.001656   *
## 2966  6.04e-03 -4.96e-03 -2.46e-03  1.11e-02 1.002 4.10e-05 0.000985    
## 2967  2.45e-03 -3.43e-03  6.69e-03 -7.94e-03 1.001 2.10e-05 0.000890    
## 2968  2.94e-02 -2.61e-02  2.73e-02  3.47e-02 1.000 4.01e-04 0.000676    
## 2969  8.08e-03 -1.03e-02  6.18e-03 -1.41e-02 1.001 6.64e-05 0.000458    
## 2970 -2.33e-02  2.19e-02 -4.92e-03 -2.79e-02 1.003 2.59e-04 0.002485   *
## 2971 -1.51e-03  9.69e-05  2.99e-03 -7.72e-03 1.001 1.99e-05 0.000303    
## 2972  3.89e-04 -2.90e-04 -4.08e-04  1.02e-03 1.002 3.47e-07 0.001115    
## 2973 -4.93e-03  1.07e-02 -2.68e-02  3.79e-02 0.999 4.79e-04 0.000514    
## 2974 -3.26e-03  2.58e-03  2.12e-03 -6.91e-03 1.002 1.59e-05 0.001033    
## 2975 -1.53e-02  1.28e-02 -1.16e-02 -1.87e-02 1.001 1.17e-04 0.000417    
## 2976  6.12e-03 -4.50e-03 -7.06e-03  1.69e-02 1.002 9.49e-05 0.001135    
## 2977 -1.47e-03 -9.49e-04 -8.73e-04 -1.16e-02 1.000 4.48e-05 0.000216    
## 2978 -1.11e-02  6.20e-03  2.52e-03 -2.57e-02 0.999 2.21e-04 0.000260    
## 2979 -1.94e-02  1.69e-02  6.21e-03 -3.32e-02 1.002 3.67e-04 0.001630    
## 2980 -1.24e-02  9.08e-03  1.42e-02 -3.40e-02 1.001 3.85e-04 0.001134    
## 2981  2.86e-03 -4.41e-03  4.91e-03 -8.36e-03 1.001 2.33e-05 0.000328    
## 2982  4.62e-03 -7.96e-03 -2.42e-03 -2.09e-02 1.000 1.45e-04 0.000375    
## 2983 -9.56e-04  1.69e-03 -3.87e-03  5.15e-03 1.001 8.83e-06 0.000593    
## 2984  4.61e-04 -6.40e-04  2.04e-04 -1.08e-03 1.001 3.88e-07 0.000384    
## 2985  1.15e-03 -8.43e-04  4.43e-04  1.75e-03 1.001 1.02e-06 0.000275    
## 2986  3.14e-02 -2.75e-02  2.07e-03  4.19e-02 1.000 5.86e-04 0.000939    
## 2987 -1.42e-02  1.08e-02 -6.97e-03 -2.01e-02 1.000 1.35e-04 0.000293    
## 2988  7.71e-03 -1.01e-02  5.19e-03 -1.47e-02 1.001 7.17e-05 0.000423    
## 2989  2.04e-02 -2.47e-02  1.96e-02 -3.02e-02 1.000 3.04e-04 0.000641    
## 2990  2.60e-02 -3.14e-02  2.50e-02 -3.84e-02 1.000 4.92e-04 0.000642    
## 2991  1.22e-02 -1.81e-02  2.22e-03 -3.54e-02 0.999 4.16e-04 0.000371    
## 2992 -1.50e-04 -5.57e-03 -1.68e-02 -4.11e-02 0.999 5.63e-04 0.000444    
## 2993  1.20e-02 -1.75e-02  2.94e-03 -3.32e-02 0.999 3.67e-04 0.000373    
## 2994  2.46e-02 -1.98e-02  1.57e-02  3.18e-02 0.999 3.37e-04 0.000341    
## 2995 -7.20e-03  2.81e-03  5.94e-03 -2.33e-02 1.000 1.81e-04 0.000275    
## 2996 -4.89e-02  4.60e-02 -2.07e-02 -5.21e-02 1.002 9.04e-04 0.001867   *
## 2997  2.05e-03 -3.12e-03  9.46e-05 -6.54e-03 1.001 1.43e-05 0.000370    
## 2998 -1.37e-03  2.86e-04 -5.27e-03 -9.09e-03 1.001 2.76e-05 0.000557    
## 2999 -2.12e-02  1.69e-02 -1.31e-02 -2.77e-02 1.000 2.57e-04 0.000331    
## 3000  1.58e-02 -1.16e-02  6.28e-03  2.38e-02 1.000 1.88e-04 0.000277    
## 3001  2.21e-02 -2.01e-02  8.24e-03  2.44e-02 1.001 1.99e-04 0.001057    
## 3002 -1.49e-04 -3.45e-03  1.25e-02 -2.14e-02 1.000 1.53e-04 0.000390    
## 3003  1.51e-03  1.69e-03  1.17e-02  2.43e-02 1.000 1.97e-04 0.000480    
## 3004  9.62e-03 -1.37e-02  3.27e-03 -2.46e-02 1.000 2.01e-04 0.000377    
## 3005 -7.17e-03  1.35e-02  7.01e-03  4.01e-02 0.998 5.36e-04 0.000382    
## 3006 -1.62e-03  3.07e-03  1.65e-03  9.24e-03 1.001 2.85e-05 0.000382    
## 3007  1.95e-03 -6.56e-03 -1.03e-02 -3.15e-02 1.000 3.31e-04 0.000414    
## 3008 -7.29e-03  8.23e-03 -1.30e-02  1.34e-02 1.005 5.95e-05 0.004515   *
## 3009  3.54e-03 -1.67e-03 -1.20e-02  2.04e-02 1.002 1.39e-04 0.001436   *
## 3010  7.08e-03 -8.77e-03  6.21e-03 -1.12e-02 1.001 4.18e-05 0.000534    
## 3011  1.07e-02 -1.58e-02  1.81e-02 -2.85e-02 1.000 2.71e-04 0.000359    
## 3012 -8.09e-05  3.56e-03 -1.90e-03  1.64e-02 1.000 8.95e-05 0.000218    
## 3013  1.35e-02 -1.84e-02  3.52e-02 -4.11e-02 1.000 5.62e-04 0.000962    
## 3014 -1.60e-02  1.91e-02 -2.46e-02  2.72e-02 1.001 2.46e-04 0.001190    
## 3015 -6.21e-03  1.13e-03  9.67e-03 -2.74e-02 0.999 2.50e-04 0.000294    
## 3016  9.53e-04 -1.10e-04 -1.71e-03  4.57e-03 1.001 6.97e-06 0.000299    
## 3017  3.08e-04 -4.51e-04  6.79e-05 -8.65e-04 1.001 2.49e-07 0.000372    
## 3018 -4.45e-04  1.35e-03  1.92e-03  6.13e-03 1.001 1.25e-05 0.000410    
## 3019  5.02e-04 -6.43e-04  3.77e-04 -8.87e-04 1.001 2.62e-07 0.000452    
## 3020 -1.26e-02  7.22e-03  2.17e-03 -2.82e-02 0.999 2.64e-04 0.000259    
## 3021 -6.45e-03  5.12e-03 -8.61e-03 -1.13e-02 1.001 4.29e-05 0.000506    
## 3022 -2.92e-03 -2.26e-03  1.44e-02 -2.93e-02 0.999 2.87e-04 0.000339    
## 3023 -4.39e-03  1.83e-03  3.21e-03 -1.36e-02 1.000 6.14e-05 0.000273    
## 3024  1.28e-03 -8.09e-04  3.65e-05  2.51e-03 1.001 2.10e-06 0.000257    
## 3025  1.41e-02 -1.65e-02  1.52e-02 -1.95e-02 1.001 1.27e-04 0.000944    
## 3026 -3.22e-02  2.80e-02 -2.80e-02 -3.82e-02 1.000 4.86e-04 0.000556    
## 3027 -1.02e-02  1.27e-02 -1.60e-02  1.89e-02 1.001 1.19e-04 0.000742    
## 3028  1.52e-02 -2.07e-02  7.65e-03 -3.36e-02 0.999 3.77e-04 0.000390    
## 3029  7.78e-03 -1.08e-02  3.34e-03 -1.84e-02 1.000 1.13e-04 0.000383    
## 3030 -9.75e-03  9.19e-03 -6.29e-03 -9.87e-03 1.002 3.25e-05 0.001576   *
## 3031  5.14e-03 -1.27e-04 -1.09e-02  2.74e-02 0.999 2.50e-04 0.000305    
## 3032  3.16e-02 -3.58e-02  3.73e-02 -4.23e-02 1.002 5.95e-04 0.001667    
## 3033 -6.01e-02  5.64e-02 -3.62e-02 -6.12e-02 1.000 1.25e-03 0.001439    
## 3034 -2.29e-02  1.85e-02  1.22e-02 -4.54e-02 1.000 6.88e-04 0.001009    
## 3035 -2.89e-02  2.65e-02 -1.24e-02 -3.11e-02 1.001 3.22e-04 0.001112    
## 3036  1.04e-02 -7.82e-03 -1.04e-02  2.67e-02 1.001 2.37e-04 0.001105    
## 3037 -6.70e-03  5.34e-03 -8.95e-03 -1.17e-02 1.001 4.56e-05 0.000518    
## 3038  2.09e-03 -1.69e-03  1.37e-03  2.68e-03 1.001 2.39e-06 0.000348    
## 3039  1.10e-03  7.52e-04  7.08e-03  1.43e-02 1.001 6.79e-05 0.000491    
## 3040  7.96e-03 -1.10e-02  3.70e-03 -1.83e-02 1.000 1.11e-04 0.000386    
## 3041 -2.55e-03  3.51e-03 -1.24e-03  5.75e-03 1.001 1.10e-05 0.000388    
## 3042 -1.17e-02  1.02e-02 -1.02e-02 -1.39e-02 1.001 6.42e-05 0.000556    
## 3043  2.95e-05  1.51e-04  5.70e-04  1.32e-03 1.001 5.82e-07 0.000455    
## 3044  2.85e-04  1.11e-04 -1.02e-03  2.22e-03 1.001 1.64e-06 0.000327    
## 3045 -1.68e-03  1.06e-03 -3.34e-05 -3.31e-03 1.001 3.65e-06 0.000257    
## 3046 -1.29e-02  7.63e-03  1.56e-03 -2.81e-02 0.999 2.62e-04 0.000258    
## 3047  1.02e-02 -6.70e-03  1.28e-03  1.86e-02 1.000 1.15e-04 0.000259    
## 3048  2.58e-05 -3.40e-05  1.65e-05 -5.05e-05 1.001 8.50e-10 0.000414    
## 3049 -1.97e-03  4.71e-03  4.83e-03  1.81e-02 1.001 1.09e-04 0.000398    
## 3050 -8.88e-03  5.95e-03 -2.24e-02 -3.09e-02 1.001 3.19e-04 0.000777    
## 3051 -6.28e-04 -8.51e-04 -5.27e-03 -1.12e-02 1.001 4.16e-05 0.000476    
## 3052 -6.94e-03  6.38e-03 -9.70e-03 -1.04e-02 1.002 3.64e-05 0.001574   *
## 3053  7.60e-04 -3.79e-03 -7.59e-03 -2.11e-02 1.000 1.48e-04 0.000425    
## 3054  8.99e-04 -4.37e-04 -4.35e-04  2.43e-03 1.001 1.97e-06 0.000266    
## 3055  6.34e-03 -5.44e-03 -5.97e-04  9.46e-03 1.002 2.99e-05 0.000940    
## 3056  4.22e-03 -6.27e-03  6.85e-04 -1.24e-02 1.001 5.12e-05 0.000371    
## 3057 -3.40e-03 -2.99e-04  8.53e-03 -2.03e-02 1.000 1.38e-04 0.000312    
## 3058 -2.20e-03  5.34e-03  5.66e-03  2.08e-02 1.000 1.45e-04 0.000399    
## 3059 -1.53e-03  2.00e-03 -1.04e-03  2.89e-03 1.001 2.78e-06 0.000425    
## 3060 -2.22e-03  4.56e-03  3.32e-03  1.52e-02 1.001 7.69e-05 0.000388    
## 3061 -9.36e-04  4.16e-06  2.04e-03 -5.10e-03 1.001 8.67e-06 0.000307    
## 3062 -9.85e-03  7.52e-03 -4.86e-03 -1.39e-02 1.001 6.45e-05 0.000293    
## 3063 -2.07e-03  6.43e-05 -9.05e-03 -1.64e-02 1.001 8.94e-05 0.000533    
## 3064  4.65e-04  6.25e-05  3.99e-04  2.58e-03 1.001 2.23e-06 0.000220    
## 3065  2.41e-03 -4.38e-03 -1.91e-03 -1.24e-02 1.001 5.15e-05 0.000379    
## 3066  2.18e-04 -3.93e-05  8.60e-04  1.50e-03 1.001 7.48e-07 0.000552    
## 3067  3.23e-04  2.05e-04 -1.43e-03  2.98e-03 1.001 2.95e-06 0.000335    
## 3068  1.51e-02 -1.85e-02  1.38e-02 -2.31e-02 1.001 1.78e-04 0.000573    
## 3069 -2.82e-03 -1.19e-04 -1.29e-02 -2.38e-02 1.000 1.88e-04 0.000525    
## 3070 -1.26e-03  4.17e-04 -4.41e-03 -7.30e-03 1.001 1.78e-05 0.000582    
## 3071 -9.79e-03  8.99e-03 -4.26e-03 -1.05e-02 1.002 3.68e-05 0.001121    
## 3072 -3.24e-03 -4.04e-17  2.99e-17 -1.52e-02 1.000 7.70e-05 0.000207    
## 3073 -1.29e-03  4.01e-04  1.42e-03 -4.73e-03 1.001 7.45e-06 0.000283    
## 3074 -9.71e-04  2.18e-03  1.97e-03  7.91e-03 1.001 2.09e-05 0.000394    
## 3075 -6.68e-03  5.66e-03 -5.27e-03 -8.09e-03 1.001 2.18e-05 0.000447    
## 3076 -2.75e-03  4.41e-03  5.22e-04  1.03e-02 1.001 3.51e-05 0.000371    
## 3077  1.04e-02 -7.20e-03  2.49e-03  1.76e-02 1.000 1.03e-04 0.000263    
## 3078 -1.09e-02  8.59e-03 -6.34e-03 -1.45e-02 1.001 7.03e-05 0.000318    
## 3079  2.20e-02 -2.64e-02  2.19e-02 -3.18e-02 1.000 3.38e-04 0.000703    
## 3080 -1.76e-06  2.87e-03 -1.01e-02  1.72e-02 1.001 9.82e-05 0.000395    
## 3081 -1.00e-02  1.43e-02 -3.54e-03  2.54e-02 1.000 2.15e-04 0.000377    
## 3082 -7.51e-03  1.26e-02  2.91e-03  3.15e-02 0.999 3.31e-04 0.000373    
## 3083 -1.00e-02  1.22e-02 -9.43e-03  1.51e-02 1.001 7.60e-05 0.000606    
## 3084  7.40e-03 -4.43e-03 -1.72e-02  3.18e-02 1.001 3.37e-04 0.001321    
## 3085 -1.83e-02  1.51e-02  6.91e-03 -3.29e-02 1.001 3.61e-04 0.000980    
## 3086 -9.79e-03  1.38e-02 -3.74e-03  2.41e-02 1.000 1.94e-04 0.000379    
## 3087  3.39e-02 -3.91e-02  3.83e-02 -4.59e-02 1.001 7.02e-04 0.001213    
## 3088  1.15e-03 -2.54e-04  1.20e-03  4.58e-03 1.001 6.98e-06 0.000231    
## 3089 -2.00e-02  2.57e-02 -1.47e-02  3.58e-02 0.999 4.27e-04 0.000445    
## 3090  8.54e-05 -1.44e-04  1.53e-04 -3.00e-04 1.001 3.00e-08 0.000290    
## 3091  1.48e-04  9.56e-05 -6.63e-04  1.38e-03 1.001 6.31e-07 0.000335    
## 3092  8.05e-03 -9.80e-03  7.54e-03 -1.21e-02 1.001 4.90e-05 0.000603    
## 3093  5.41e-02 -6.14e-02  6.37e-02 -7.25e-02 1.000 1.75e-03 0.001635    
## 3094  7.21e-03 -9.84e-03  3.71e-03 -1.59e-02 1.001 8.39e-05 0.000391    
## 3095 -3.42e-02  2.93e-02 -2.83e-02 -4.09e-02 0.999 5.57e-04 0.000495    
## 3096  8.67e-04 -6.70e-03  2.17e-02 -3.54e-02 0.999 4.18e-04 0.000412    
## 3097  6.13e-03 -1.02e-02 -2.19e-03 -2.53e-02 1.000 2.13e-04 0.000373    
## 3098 -6.42e-03  3.61e-03 -1.82e-02 -2.71e-02 1.001 2.44e-04 0.000677    
## 3099 -2.11e-03  7.50e-04 -2.34e-03 -7.12e-03 1.001 1.69e-05 0.000241    
## 3100 -9.88e-03  8.43e-03 -1.35e-02 -1.60e-02 1.001 8.48e-05 0.000751    
## 3101 -9.19e-03  5.59e-03  4.82e-04 -1.90e-02 1.000 1.21e-04 0.000258    
## 3102 -1.16e-03 -7.83e-04 -7.47e-03 -1.50e-02 1.001 7.53e-05 0.000491    
## 3103 -1.92e-03  9.63e-04 -5.80e-03 -8.92e-03 1.001 2.65e-05 0.000642    
## 3104 -5.07e-02  4.71e-02 -2.65e-02 -5.27e-02 1.001 9.26e-04 0.001255    
## 3105  8.91e-03 -1.52e-02 -4.20e-03 -3.91e-02 0.998 5.11e-04 0.000374    
## 3106  1.80e-03 -8.32e-03  5.93e-03 -3.08e-02 0.998 3.16e-04 0.000223    
## 3107 -1.02e-02  8.22e-03 -6.55e-03 -1.32e-02 1.001 5.78e-05 0.000342    
## 3108 -1.61e-03  3.78e-03  3.74e-03  1.43e-02 1.001 6.80e-05 0.000397    
## 3109  8.86e-03 -7.78e-03  7.58e-04  1.17e-02 1.001 4.55e-05 0.000940    
## 3110  2.76e-03 -3.73e-03  1.51e-03 -5.88e-03 1.001 1.15e-05 0.000396    
## 3111  2.40e-02 -2.07e-02 -1.58e-03  3.52e-02 1.001 4.13e-04 0.000938    
## 3112 -2.80e-03  4.52e-03 -4.91e-03  9.04e-03 1.001 2.72e-05 0.000305    
## 3113  5.75e-03 -4.13e-03  7.45e-03  1.14e-02 1.001 4.32e-05 0.000376    
## 3114 -9.86e-03  1.37e-02 -4.38e-03  2.30e-02 1.000 1.77e-04 0.000384    
## 3115 -3.74e-03  1.87e-03 -4.43e-03 -1.04e-02 1.001 3.62e-05 0.000262    
## 3116  7.90e-03 -5.04e-03  9.91e-03  1.78e-02 1.000 1.06e-04 0.000311    
## 3117 -1.04e-02  9.34e-03 -1.01e-02 -1.22e-02 1.001 4.97e-05 0.000831    
## 3118  1.86e-02 -1.41e-02  8.90e-03  2.66e-02 0.999 2.35e-04 0.000290    
## 3119  4.31e-02 -4.07e-02  2.84e-02  4.36e-02 1.002 6.32e-04 0.001625    
## 3120 -2.80e-03  4.69e-03  1.10e-03  1.18e-02 1.001 4.62e-05 0.000373    
## 3121  1.90e-03 -3.83e-03  9.34e-03 -1.30e-02 1.001 5.61e-05 0.000535    
## 3122 -3.60e-03  6.90e-04 -1.41e-02 -2.44e-02 1.001 1.98e-04 0.000554    
## 3123  1.08e-02 -6.55e-03 -7.48e-04  2.27e-02 1.000 1.72e-04 0.000258    
## 3124 -4.00e-03  8.37e-03  6.38e-03  2.84e-02 1.000 2.68e-04 0.000390    
## 3125  1.23e-02 -7.30e-03 -1.31e-03  2.64e-02 0.999 2.32e-04 0.000258    
## 3126  4.17e-03 -7.05e-03 -1.82e-03 -1.80e-02 1.000 1.07e-04 0.000374    
## 3127 -5.32e-04  7.77e-04 -1.24e-04  1.48e-03 1.001 7.31e-07 0.000373    
## 3128  2.46e-04 -2.14e-03 -5.11e-03 -1.34e-02 1.001 5.98e-05 0.000433    
## 3129  1.86e-03 -2.40e-04 -3.24e-03  8.77e-03 1.001 2.57e-05 0.000298    
## 3130 -2.03e-03  3.40e-03  7.92e-04  8.52e-03 1.001 2.42e-05 0.000373    
## 3131  5.66e-03 -3.11e-03  6.84e-03  1.46e-02 1.000 7.15e-05 0.000275    
## 3132  1.96e-03 -1.68e-03  1.64e-03  2.34e-03 1.001 1.82e-06 0.000506    
## 3133  1.62e-02 -1.19e-02  6.46e-03  2.44e-02 1.000 1.98e-04 0.000277    
## 3134 -2.79e-03  6.48e-03 -1.67e-02  2.40e-02 1.000 1.92e-04 0.000498    
## 3135 -5.33e-03  1.02e-02  5.73e-03  3.11e-02 0.999 3.22e-04 0.000383    
## 3136 -2.26e-04 -1.78e-04 -1.18e-04 -1.93e-03 1.001 1.25e-06 0.000216    
## 3137  1.03e-02 -9.89e-03  8.32e-03  1.05e-02 1.003 3.67e-05 0.002518   *
## 3138  8.19e-03 -6.02e-03  1.07e-02  1.58e-02 1.001 8.30e-05 0.000396    
## 3139 -1.83e-02  2.30e-02 -1.51e-02  3.04e-02 1.000 3.07e-04 0.000491    
## 3140 -7.76e-03  3.93e-03 -2.33e-02 -3.57e-02 1.000 4.24e-04 0.000644    
## 3141  3.84e-02 -3.45e-02 -1.25e-02  6.57e-02 1.002 1.44e-03 0.002498   *
## 3142 -1.61e-03  1.35e-03 -2.18e-03 -2.65e-03 1.001 2.34e-06 0.000667    
## 3143  5.30e-03 -4.16e-03  1.16e-02  1.45e-02 1.002 7.02e-05 0.001021    
## 3144  3.84e-03 -5.67e-03  6.97e-04 -1.11e-02 1.001 4.11e-05 0.000371    
## 3145  3.86e-03  6.82e-04  1.92e-02  3.62e-02 1.000 4.37e-04 0.000515    
## 3146  2.84e-02 -2.56e-02  2.76e-02  3.35e-02 1.001 3.75e-04 0.000797    
## 3147  1.99e-03 -1.36e-03  4.94e-03  6.77e-03 1.001 1.53e-05 0.000793    
## 3148  2.87e-03 -2.09e-03  6.76e-03  8.93e-03 1.001 2.66e-05 0.000868    
## 3149  8.43e-04 -1.19e-03  3.25e-04 -2.07e-03 1.001 1.43e-06 0.000379    
## 3150  4.38e-03  1.98e-03  2.53e-02  4.96e-02 0.998 8.21e-04 0.000499   *
## 3151 -2.20e-03  8.42e-03  1.46e-02  4.28e-02 0.998 6.10e-04 0.000419    
## 3152  2.36e-02 -1.98e-02  1.80e-02  2.88e-02 1.000 2.76e-04 0.000421    
## 3153 -7.73e-04  1.17e-03 -5.56e-05  2.42e-03 1.001 1.96e-06 0.000370    
## 3154  9.81e-04 -3.06e-03  2.48e-03 -9.88e-03 1.001 3.25e-05 0.000229    
## 3155 -1.11e-03  3.75e-03  5.90e-03  1.80e-02 1.001 1.08e-04 0.000414    
## 3156 -5.99e-03  7.91e-03 -3.82e-03  1.17e-02 1.001 4.60e-05 0.000414    
## 3157  5.33e-03 -1.50e-03  1.95e-02  3.28e-02 1.000 3.59e-04 0.000571    
## 3158 -2.46e-03  4.12e-03  9.43e-04  1.03e-02 1.001 3.54e-05 0.000373    
## 3159 -2.39e-03  4.45e-03 -4.50e-03  1.02e-02 1.001 3.50e-05 0.000266    
## 3160  2.13e-03  1.84e-03  1.48e-02  3.04e-02 1.000 3.08e-04 0.000486    
## 3161  9.12e-03 -1.16e-02  2.09e-02 -2.33e-02 1.002 1.81e-04 0.001305    
## 3162  1.00e-03  1.11e-03  7.70e-03  1.61e-02 1.001 8.60e-05 0.000480    
## 3163  9.52e-03 -4.88e-03  2.84e-02  4.33e-02 0.999 6.26e-04 0.000648    
## 3164 -3.78e-03  8.41e-03  7.46e-03  3.03e-02 1.000 3.06e-04 0.000394    
## 3165  4.75e-03 -8.10e-03  8.56e-03 -1.71e-02 1.000 9.80e-05 0.000286    
## 3166 -7.80e-03  1.30e-02 -1.39e-02  2.70e-02 0.999 2.42e-04 0.000292    
## 3167  3.50e-04 -9.54e-05 -4.32e-04  1.36e-03 1.001 6.18e-07 0.000286    
## 3168 -8.78e-03  1.18e-02 -1.42e-02  1.91e-02 1.001 1.22e-04 0.000479    
## 3169  7.84e-03 -1.01e-02  5.73e-03 -1.41e-02 1.001 6.67e-05 0.000442    
## 3170  2.10e-03 -5.22e-03 -5.74e-03 -2.07e-02 1.000 1.43e-04 0.000401    
## 3171  1.04e-02 -9.29e-03  9.94e-03  1.22e-02 1.001 4.98e-05 0.000760    
## 3172 -2.15e-02  1.74e-02 -4.58e-02 -5.62e-02 1.000 1.05e-03 0.001106    
## 3173  1.37e-03 -2.13e-03 -7.10e-05 -4.68e-03 1.001 7.29e-06 0.000370    
## 3174  7.14e-03 -1.96e-03 -8.79e-03  2.77e-02 0.999 2.57e-04 0.000286    
## 3175  4.24e-03 -1.80e-03  1.37e-02  2.19e-02 1.001 1.60e-04 0.000610    
## 3176  2.20e-03 -1.16e-03  6.48e-03  9.83e-03 1.001 3.22e-05 0.000654    
## 3177 -1.56e-02  2.07e-02 -3.87e-02  4.45e-02 1.001 6.59e-04 0.001061    
## 3178 -1.08e-02  1.59e-02 -1.91e-03  3.13e-02 0.999 3.25e-04 0.000371    
## 3179  1.29e-02 -1.14e-02  2.09e-03  1.61e-02 1.001 8.69e-05 0.000952    
## 3180 -8.42e-03  6.50e-03 -4.39e-03 -1.17e-02 1.001 4.55e-05 0.000300    
## 3181  1.29e-03  6.09e-04  7.52e-03  1.48e-02 1.001 7.31e-05 0.000499    
## 3182 -7.57e-03  1.13e-02 -9.13e-04  2.29e-02 1.000 1.75e-04 0.000371    
## 3183 -3.97e-03  7.35e-04  6.14e-03 -1.75e-02 1.000 1.02e-04 0.000294    
## 3184  4.09e-05  2.39e-05 -1.74e-04  3.64e-04 1.001 4.42e-08 0.000333    
## 3185 -1.51e-03  2.43e-03 -2.65e-03  4.80e-03 1.001 7.67e-06 0.000309    
## 3186  4.49e-03 -3.23e-03  1.53e-03  7.04e-03 1.001 1.65e-05 0.000270    
## 3187  9.52e-03 -1.12e-02  1.01e-02 -1.33e-02 1.001 5.87e-05 0.000876    
## 3188  6.74e-03 -3.78e-03  1.91e-02  2.84e-02 1.001 2.70e-04 0.000676    
## 3189 -1.47e-02  1.80e-02 -1.32e-02  2.27e-02 1.001 1.72e-04 0.000558    
## 3190  1.13e-03 -7.39e-04  2.89e-03  4.04e-03 1.001 5.45e-06 0.000759    
## 3191  6.55e-03 -5.70e-03  1.13e-04  9.05e-03 1.002 2.73e-05 0.000937    
## 3192 -1.83e-02  1.63e-02 -2.54e-02 -2.83e-02 1.001 2.68e-04 0.001078    
## 3193  1.59e-02 -1.39e-02  1.42e-02  1.88e-02 1.001 1.18e-04 0.000602    
## 3194 -1.02e-02  1.48e-02 -2.67e-03  2.78e-02 1.000 2.58e-04 0.000373    
## 3195  4.86e-02 -4.46e-02  5.03e-02  5.77e-02 1.000 1.11e-03 0.001078    
## 3196 -1.94e-03  5.41e-03  7.03e-03  2.34e-02 1.000 1.82e-04 0.000407    
## 3197 -3.77e-03  2.69e-03 -4.88e-03 -7.52e-03 1.001 1.89e-05 0.000371    
## 3198  1.22e-03 -2.98e-04 -1.64e-03  4.97e-03 1.001 8.24e-06 0.000289    
## 3199  3.63e-02 -3.46e-02  1.40e-02  3.93e-02 1.003 5.14e-04 0.002756   *
## 3200  2.08e-03 -1.62e-03  1.14e-03  2.84e-03 1.001 2.69e-06 0.000306    
## 3201 -4.15e-04 -5.07e-05 -2.00e-03 -3.74e-03 1.001 4.66e-06 0.000519    
## 3202 -2.73e-02  3.16e-02 -3.02e-02  3.72e-02 1.001 4.62e-04 0.001078    
## 3203 -4.22e-02  4.86e-02 -4.78e-02  5.71e-02 1.000 1.09e-03 0.001228    
## 3204  4.78e-03 -7.26e-03  3.20e-04 -1.51e-02 1.001 7.57e-05 0.000370    
## 3205  1.86e-03 -1.65e-03  1.74e-03  2.19e-03 1.001 1.60e-06 0.000704    
## 3206  7.41e-03 -4.96e-03  1.87e-02  2.59e-02 1.001 2.23e-04 0.000775    
## 3207  2.47e-04  6.03e-04  2.85e-03  6.32e-03 1.001 1.33e-05 0.000465    
## 3208 -1.11e-02  9.80e-03 -1.29e-03 -1.44e-02 1.001 6.88e-05 0.000944    
## 3209 -6.86e-03  4.78e-03  1.01e-02 -2.17e-02 1.002 1.57e-04 0.001193    
## 3210 -1.65e-02  1.44e-02 -1.44e-02 -1.95e-02 1.001 1.27e-04 0.000567    
## 3211  5.74e-04 -1.89e-03  1.50e-03 -6.25e-03 1.001 1.30e-05 0.000228    
## 3212  6.34e-03 -1.35e-03 -9.20e-03  2.69e-02 0.999 2.41e-04 0.000291    
## 3213 -9.50e-03  2.13e-03 -9.91e-03 -3.75e-02 0.997 4.69e-04 0.000231   *
## 3214 -1.97e-03  2.72e-03 -9.12e-04  4.52e-03 1.001 6.80e-06 0.000386    
## 3215  6.60e-05 -4.38e-03  1.53e-02 -2.59e-02 1.000 2.23e-04 0.000396    
## 3216  1.24e-02 -1.10e-02  1.62e-03  1.59e-02 1.001 8.43e-05 0.000946    
## 3217  2.04e-03 -4.12e-03  4.01e-03 -1.02e-02 1.001 3.46e-05 0.000254    
## 3218  4.52e-03 -6.48e-03  1.29e-02 -1.56e-02 1.001 8.07e-05 0.000829    
## 3219  9.47e-03 -8.51e-03 -3.57e-04  1.34e-02 1.002 5.97e-05 0.001574   *
## 3220  9.14e-03 -1.52e-02 -3.28e-03 -3.77e-02 0.999 4.74e-04 0.000373    
## 3221 -1.29e-03 -1.71e-03 -1.07e-02 -2.27e-02 1.000 1.71e-04 0.000476    
## 3222  5.74e-03 -8.81e-03  1.84e-02 -2.30e-02 1.001 1.76e-04 0.000719    
## 3223 -7.29e-05  9.87e-05 -3.94e-05  1.56e-04 1.001 8.16e-09 0.000395    
## 3224 -6.12e-03 -1.55e-03 -4.89e-03 -3.73e-02 0.997 4.64e-04 0.000218   *
## 3225 -1.77e-04 -1.62e-03  6.09e-03 -1.06e-02 1.001 3.76e-05 0.000384    
## 3226  6.27e-04 -1.09e-03 -3.58e-04 -2.90e-03 1.001 2.80e-06 0.000376    
## 3227  1.12e-02 -1.44e-02  1.77e-02 -2.20e-02 1.001 1.61e-04 0.000614    
## 3228  3.66e-03 -4.73e-03  5.82e-03 -7.28e-03 1.001 1.76e-05 0.000595    
## 3229  1.33e-02 -1.80e-02  2.53e-02 -3.17e-02 1.000 3.34e-04 0.000571    
## 3230  5.42e-03 -7.13e-03  1.32e-02 -1.51e-02 1.002 7.59e-05 0.001110    
## 3231 -8.10e-03  4.97e-03 -1.01e-02 -1.89e-02 1.000 1.20e-04 0.000299    
## 3232  1.29e-05  4.05e-05 -1.71e-04  3.12e-04 1.001 3.24e-08 0.000369    
## 3233  6.01e-05 -3.05e-04  9.44e-04 -1.51e-03 1.001 7.56e-07 0.000424    
## 3234 -1.26e-03  1.16e-03 -1.31e-03 -1.50e-03 1.002 7.47e-07 0.001121    
## 3235 -2.65e-03  2.08e-03  1.94e-03 -5.90e-03 1.002 1.16e-05 0.001050    
## 3236 -1.34e-02  9.85e-03 -5.35e-03 -2.01e-02 1.000 1.35e-04 0.000277    
## 3237  1.84e-02 -2.39e-02  1.31e-02 -3.38e-02 0.999 3.82e-04 0.000435    
## 3238 -1.71e-03  4.06e-03 -1.05e-02  1.53e-02 1.001 7.76e-05 0.000493    
## 3239 -4.52e-03 -1.75e-04 -4.10e-03 -2.32e-02 0.999 1.79e-04 0.000222    
## 3240 -2.47e-03 -6.03e-04 -1.98e-03 -1.50e-02 1.000 7.45e-05 0.000219    
## 3241  6.58e-03 -8.60e-03  1.05e-02 -1.34e-02 1.001 5.97e-05 0.000562    
## 3242 -9.57e-03  1.20e-02 -8.07e-03  1.56e-02 1.001 8.08e-05 0.000506    
## 3243  3.30e-03 -4.73e-03  1.02e-03 -8.63e-03 1.001 2.48e-05 0.000375    
## 3244  4.70e-03 -2.75e-03  5.77e-03  1.15e-02 1.001 4.42e-05 0.000287    
## 3245  2.25e-04  4.55e-05  1.14e-03  2.15e-03 1.001 1.54e-06 0.000513    
## 3246  1.17e-02 -8.23e-03  3.32e-03  1.91e-02 1.000 1.22e-04 0.000265    
## 3247  1.37e-04  1.93e-05 -3.69e-04  8.61e-04 1.001 2.47e-07 0.000315    
## 3248 -2.05e-02  1.68e-02 -1.41e-02 -2.58e-02 1.000 2.21e-04 0.000368    
## 3249  2.49e-03 -2.14e-03  3.41e-03  4.00e-03 1.001 5.34e-06 0.000778    
## 3250  1.05e-02 -7.49e-03  1.36e-02  2.09e-02 1.000 1.46e-04 0.000371    
## 3251  7.33e-03 -5.42e-03  2.99e-03  1.10e-02 1.001 4.01e-05 0.000278    
## 3252 -5.43e-03  3.72e-03 -6.94e-03 -1.13e-02 1.001 4.28e-05 0.000344    
## 3253  5.67e-03 -7.22e-03  4.41e-03 -9.79e-03 1.001 3.20e-05 0.000464    
## 3254  1.03e-02 -8.67e-03  7.86e-03  1.26e-02 1.001 5.31e-05 0.000420    
## 3255 -2.70e-04 -3.36e-03 -1.09e-02 -2.62e-02 1.000 2.29e-04 0.000448    
## 3256  1.77e-02 -2.17e-02  1.58e-02 -2.75e-02 1.000 2.51e-04 0.000554    
## 3257 -4.08e-04 -1.05e-03 -4.87e-03 -1.08e-02 1.001 3.90e-05 0.000464    
## 3258 -6.81e-02  6.34e-02 -3.67e-02 -7.04e-02 1.000 1.65e-03 0.001286    
## 3259 -7.14e-03  1.14e-02 -2.45e-02  3.12e-02 1.000 3.24e-04 0.000673    
## 3260  1.65e-02 -1.97e-02  1.69e-02 -2.36e-02 1.001 1.85e-04 0.000757    
## 3261  5.56e-03 -9.09e-03 -1.49e-03 -2.18e-02 1.000 1.58e-04 0.000372    
## 3262 -4.99e-03  7.17e-03 -8.31e-03  1.25e-02 1.001 5.19e-05 0.000386    
## 3263  1.77e-02 -2.02e-02  2.85e-02 -2.97e-02 1.003 2.94e-04 0.002574   *
## 3264 -7.28e-03  3.68e-03  3.05e-03 -1.90e-02 1.000 1.20e-04 0.000264    
## 3265 -1.44e-02  1.05e-02 -5.30e-03 -2.21e-02 1.000 1.63e-04 0.000273    
## 3266 -2.54e-03  2.26e-03 -2.39e-03 -2.99e-03 1.001 2.99e-06 0.000708    
## 3267  1.14e-02 -1.44e-02  8.94e-03 -1.94e-02 1.001 1.26e-04 0.000469    
## 3268 -4.57e-03  7.25e-03  6.01e-04  1.64e-02 1.001 9.01e-05 0.000370    
## 3269  7.57e-03 -6.93e-03  7.77e-03  8.98e-03 1.002 2.69e-05 0.001027    
## 3270  1.37e-03 -8.13e-04 -1.44e-04  2.94e-03 1.001 2.88e-06 0.000258    
## 3271  1.04e-02 -1.58e-02  9.65e-04 -3.23e-02 0.999 3.47e-04 0.000370    
## 3272  3.85e-03 -5.44e-03  1.42e-03 -9.59e-03 1.001 3.07e-05 0.000378    
## 3273 -2.76e-04  1.16e-03  2.13e-03  6.11e-03 1.001 1.25e-05 0.000421    
## 3274 -8.84e-03  8.31e-03 -9.86e-03 -1.07e-02 1.002 3.82e-05 0.001704   *
## 3275 -4.05e-03  1.18e-02 -9.79e-03  3.68e-02 0.997 4.50e-04 0.000231   *
## 3276  2.70e-03 -1.75e-03  7.00e-03  9.84e-03 1.001 3.23e-05 0.000750    
## 3277  2.37e-02 -2.15e-02  2.36e-02  2.80e-02 1.001 2.62e-04 0.000874    
## 3278  2.10e-03 -4.02e-03 -2.26e-03 -1.23e-02 1.001 5.01e-05 0.000383    
## 3279  2.66e-03 -1.21e-03  8.38e-03  1.32e-02 1.001 5.79e-05 0.000621    
## 3280 -3.80e-03  8.05e-03  6.36e-03  2.76e-02 1.000 2.55e-04 0.000391    
## 3281  6.48e-03 -5.20e-03  1.39e-02  1.71e-02 1.002 9.71e-05 0.001086    
## 3282  9.96e-03 -4.04e-03  3.28e-02  5.27e-02 0.998 9.24e-04 0.000604    
## 3283 -2.45e-05  3.04e-05 -2.12e-05  3.91e-05 1.001 5.10e-10 0.000524    
## 3284  5.63e-04  1.50e-03  6.87e-03  1.53e-02 1.001 7.80e-05 0.000463    
## 3285 -2.51e-03  4.44e-03  1.63e-03  1.21e-02 1.001 4.88e-05 0.000377    
## 3286  3.36e-02 -2.98e-02  3.11e-02  3.97e-02 1.000 5.25e-04 0.000667    
## 3287 -4.28e-03  6.66e-03  2.03e-04  1.46e-02 1.001 7.08e-05 0.000370    
## 3288 -4.44e-04  1.31e-03  1.81e-03  5.85e-03 1.001 1.14e-05 0.000409    
## 3289  2.95e-03 -7.87e-04  3.14e-03  1.11e-02 1.001 4.10e-05 0.000233    
## 3290  3.05e-03 -1.39e-03  3.54e-03  9.05e-03 1.001 2.73e-05 0.000254    
## 3291  1.83e-03  9.57e-04  1.09e-02  2.16e-02 1.001 1.56e-04 0.000496    
## 3292  1.44e-02 -2.07e-02  2.39e-02 -3.62e-02 0.999 4.37e-04 0.000381    
## 3293 -7.22e-03  9.14e-03 -5.73e-03  1.23e-02 1.001 5.02e-05 0.000473    
## 3294  2.38e-03  1.30e-03 -9.79e-03  2.06e-02 1.000 1.42e-04 0.000332    
## 3295 -2.00e-03  3.53e-03 -3.67e-03  7.73e-03 1.001 1.99e-05 0.000277    
## 3296 -6.86e-03  9.55e-03 -1.86e-02  2.20e-02 1.001 1.61e-04 0.000901    
## 3297  8.14e-03 -4.91e-03 -5.70e-04  1.71e-02 1.000 9.70e-05 0.000258    
## 3298 -2.83e-03  7.67e-04  3.52e-03 -1.11e-02 1.001 4.07e-05 0.000286    
## 3299  3.29e-03 -5.82e-03  1.33e-02 -1.77e-02 1.001 1.04e-04 0.000594    
## 3300  3.51e-03 -4.52e-03  2.57e-03 -6.31e-03 1.001 1.33e-05 0.000443    
## 3301 -1.77e-02  1.48e-02 -1.32e-02 -2.18e-02 1.000 1.59e-04 0.000405    
## 3302  5.34e-03 -6.43e-03  5.21e-03 -7.82e-03 1.001 2.04e-05 0.000665    
## 3303 -3.63e-03  2.56e-03 -1.05e-03 -5.92e-03 1.001 1.17e-05 0.000266    
## 3304 -2.40e-03  3.79e-03 -8.08e-03  1.02e-02 1.001 3.49e-05 0.000684    
## 3305  2.77e-04  1.06e-03 -4.34e-03  7.82e-03 1.001 2.04e-05 0.000372    
## 3306 -1.70e-03  5.49e-04  1.80e-03 -6.14e-03 1.001 1.26e-05 0.000282    
## 3307  3.60e-03  7.33e-04 -1.05e-02  2.40e-02 1.000 1.92e-04 0.000318    
## 3308  9.41e-04 -7.29e-04  5.01e-04  1.29e-03 1.001 5.59e-07 0.000303    
## 3309 -2.06e-03  2.88e-03 -3.39e-03  4.85e-03 1.001 7.84e-06 0.000420    
## 3310  1.32e-04 -7.65e-04  2.41e-03 -3.87e-03 1.001 5.00e-06 0.000420    
## 3311  3.80e-03 -5.54e-03  6.36e-03 -9.81e-03 1.001 3.21e-05 0.000370    
## 3312 -1.23e-02  1.03e-02 -9.23e-03 -1.51e-02 1.001 7.56e-05 0.000412    
## 3313  1.19e-03  9.19e-04 -5.85e-03  1.19e-02 1.001 4.74e-05 0.000339    
## 3314  7.77e-03 -1.06e-02  1.27e-02 -1.75e-02 1.001 1.02e-04 0.000452    
## 3315  3.81e-03 -1.67e-03 -2.50e-03  1.13e-02 1.001 4.27e-05 0.000271    
## 3316 -8.94e-03  5.11e-03  1.63e-03 -2.02e-02 1.000 1.36e-04 0.000259    
## 3317 -9.50e-03  8.69e-03 -3.84e-03 -1.03e-02 1.002 3.57e-05 0.001086    
## 3318 -1.27e-02  9.80e-03 -6.59e-03 -1.77e-02 1.000 1.04e-04 0.000299    
## 3319  1.23e-02 -1.90e-02 -1.45e-04 -4.10e-02 0.998 5.59e-04 0.000370    
## 3320 -5.53e-03  3.16e-03 -6.75e-03 -1.38e-02 1.000 6.35e-05 0.000282    
## 3321 -1.03e-02  6.67e-03 -9.40e-04 -1.92e-02 1.000 1.23e-04 0.000258    
## 3322  4.39e-03 -5.98e-03  2.27e-03 -9.63e-03 1.001 3.09e-05 0.000392    
## 3323 -1.58e-02  1.98e-02 -1.32e-02  2.59e-02 1.000 2.24e-04 0.000499    
## 3324 -5.51e-03  4.17e-03 -2.58e-03 -7.91e-03 1.001 2.09e-05 0.000288    
## 3325 -2.27e-03 -1.08e-03  8.79e-03 -1.88e-02 1.000 1.17e-04 0.000330    
## 3326  2.48e-04 -4.48e-04  1.03e-03 -1.38e-03 1.001 6.37e-07 0.000583    
## 3327  3.34e-02 -3.05e-02 -3.33e-03  4.91e-02 1.002 8.02e-04 0.002418   *
## 3328  2.63e-03 -6.39e-03 -6.78e-03 -2.49e-02 1.000 2.07e-04 0.000399    
## 3329  5.63e-05 -2.83e-04  8.75e-04 -1.40e-03 1.001 6.49e-07 0.000424    
## 3330  9.01e-03 -6.51e-03  2.14e-02  2.83e-02 1.001 2.68e-04 0.000858    
## 3331  1.12e-02 -9.35e-03  8.26e-03  1.39e-02 1.001 6.40e-05 0.000399    
## 3332 -4.66e-03  3.96e-03 -3.73e-03 -5.62e-03 1.001 1.05e-05 0.000459    
## 3333 -2.44e-03  2.02e-03 -1.76e-03 -3.03e-03 1.001 3.06e-06 0.000387    
## 3334 -1.24e-02  1.43e-02 -1.37e-02  1.68e-02 1.002 9.43e-05 0.001110    
## 3335  1.76e-02 -2.08e-02  1.84e-02 -2.48e-02 1.001 2.04e-04 0.000825    
## 3336 -3.36e-03  2.20e-03 -3.44e-04 -6.26e-03 1.001 1.31e-05 0.000258    
## 3337 -2.80e-02  2.52e-02 -2.73e-02 -3.30e-02 1.001 3.63e-04 0.000822    
## 3338  2.84e-03 -8.39e-03  2.33e-02 -3.51e-02 0.999 4.12e-04 0.000460    
## 3339 -3.11e-03  1.09e-03 -1.08e-02 -1.77e-02 1.001 1.04e-04 0.000587    
## 3340 -2.22e-03  4.96e-03 -4.61e-03  1.32e-02 1.000 5.85e-05 0.000244    
## 3341  9.87e-06 -3.70e-06  3.33e-05  5.43e-05 1.001 9.83e-10 0.000594    
## 3342 -2.35e-03  1.38e-03  2.97e-04 -5.11e-03 1.001 8.70e-06 0.000258    
## 3343 -6.12e-03  5.63e-03 -6.39e-03 -7.27e-03 1.002 1.76e-05 0.001130    
## 3344  9.27e-03 -6.79e-03  2.17e-02  2.85e-02 1.001 2.71e-04 0.000879    
## 3345  8.25e-03 -6.84e-03  5.96e-03  1.02e-02 1.001 3.50e-05 0.000389    
## 3346 -2.83e-03 -4.70e-05  6.39e-03 -1.58e-02 1.000 8.29e-05 0.000308    
## 3347  3.96e-03 -8.38e-03 -6.59e-03 -2.88e-02 1.000 2.76e-04 0.000390    
## 3348 -2.60e-02  3.58e-02 -6.90e-02  8.10e-02 0.997 2.18e-03 0.000936   *
## 3349 -6.04e-04 -6.23e-04  3.53e-03 -6.99e-03 1.001 1.63e-05 0.000345    
## 3350  8.54e-03 -1.02e-02  8.56e-03 -1.23e-02 1.001 5.04e-05 0.000719    
## 3351  1.72e-02 -1.45e-02  1.33e-02  2.10e-02 1.000 1.47e-04 0.000429    
## 3352  2.13e-03  8.76e-04  1.21e-02  2.36e-02 1.000 1.85e-04 0.000501    
## 3353  3.79e-03 -6.25e-03 -1.15e-03 -1.52e-02 1.001 7.67e-05 0.000372    
## 3354  1.93e-04 -3.51e-04 -1.54e-04 -9.96e-04 1.001 3.31e-07 0.000379    
## 3355  6.83e-04 -1.09e-03  1.19e-03 -2.15e-03 1.001 1.54e-06 0.000310    
## 3356  4.44e-03 -7.00e-03 -4.45e-04 -1.57e-02 1.001 8.18e-05 0.000370    
## 3357 -4.46e-03  3.25e-03 -1.66e-03 -6.84e-03 1.001 1.56e-05 0.000274    
## 3358 -4.12e-03  6.02e-03 -9.85e-04  1.14e-02 1.001 4.35e-05 0.000373    
## 3359  1.77e-03 -1.07e-03  4.79e-03  6.92e-03 1.001 1.60e-05 0.000710    
## 3360 -5.44e-04  4.53e-04 -4.02e-04 -6.70e-04 1.001 1.50e-07 0.000402    
## 3361  1.61e-02 -1.50e-02  4.81e-03  1.83e-02 1.002 1.12e-04 0.001689   *
## 3362 -8.52e-04  7.77e-04 -3.23e-04 -9.39e-04 1.002 2.94e-07 0.001062    
## 3363  2.42e-02 -2.10e-02  2.09e-02  2.88e-02 1.000 2.76e-04 0.000544    
## 3364  1.76e-03 -1.48e-03 -4.28e-04  2.90e-03 1.002 2.81e-06 0.000957    
## 3365 -1.21e-03  2.97e-03  3.19e-03  1.17e-02 1.001 4.54e-05 0.000400    
## 3366  8.58e-03 -3.41e-03  2.84e-02  4.59e-02 0.999 7.01e-04 0.000601    
## 3367  1.82e-03  1.31e-03  1.19e-02  2.41e-02 1.000 1.94e-04 0.000490    
## 3368  1.25e-02 -1.11e-02  1.16e-02  1.47e-02 1.001 7.23e-05 0.000670    
## 3369 -1.04e-03  3.50e-03 -2.76e-03  1.17e-02 1.000 4.54e-05 0.000227    
## 3370 -1.67e-03 -5.04e-04 -8.93e-03 -1.72e-02 1.001 9.84e-05 0.000507    
## 3371 -2.03e-02  2.46e-02 -1.92e-02  3.04e-02 1.000 3.08e-04 0.000614    
## 3372 -5.74e-03  9.35e-03  1.46e-03  2.23e-02 1.000 1.65e-04 0.000372    
## 3373  6.44e-03 -3.12e-03  1.97e-02  3.05e-02 1.000 3.11e-04 0.000634    
## 3374 -2.79e-03  8.47e-03  1.21e-02  3.85e-02 0.999 4.93e-04 0.000410    
## 3375 -2.60e-04  5.60e-04 -1.40e-03  1.98e-03 1.001 1.31e-06 0.000515    
## 3376  2.61e-03 -2.33e-03  3.61e-03  4.03e-03 1.002 5.40e-06 0.001106    
## 3377  3.01e-02 -2.81e-02  3.27e-02  3.62e-02 1.001 4.36e-04 0.001417    
## 3378  1.19e-03  2.67e-03 -1.20e-02  2.24e-02 1.000 1.67e-04 0.000362    
## 3379 -2.78e-03  5.22e-03  2.68e-03  1.55e-02 1.001 8.00e-05 0.000381    
## 3380 -4.94e-04 -4.33e-04 -2.36e-04 -4.43e-03 1.001 6.56e-06 0.000215    
## 3381  6.10e-04 -2.37e-03  1.78e-03 -8.31e-03 1.001 2.30e-05 0.000225    
## 3382 -5.17e-03  7.28e-03 -8.53e-03  1.24e-02 1.001 5.11e-05 0.000409    
## 3383 -9.61e-03  1.64e-02  4.70e-03  4.26e-02 0.998 6.05e-04 0.000374   *
## 3384 -1.39e-02  1.24e-02 -1.32e-02 -1.64e-02 1.001 8.93e-05 0.000730    
## 3385 -1.74e-02  2.28e-02 -1.15e-02  3.32e-02 0.999 3.68e-04 0.000421    
## 3386 -1.31e-02  9.62e-03 -3.07e-02 -4.03e-02 1.000 5.40e-04 0.000881    
## 3387  2.03e-04 -7.33e-04 -1.22e-03 -3.64e-03 1.001 4.41e-06 0.000417    
## 3388 -5.05e-03  3.84e-03 -1.14e-02 -1.47e-02 1.001 7.20e-05 0.000941    
## 3389 -1.03e-02  8.74e-03 -8.19e-03 -1.24e-02 1.001 5.15e-05 0.000455    
## 3390  9.56e-04  4.77e-04  5.65e-03  1.12e-02 1.001 4.16e-05 0.000497    
## 3391  1.08e-02 -7.18e-03  1.37e-02  2.35e-02 1.000 1.84e-04 0.000326    
## 3392  1.10e-03  1.52e-04  5.36e-03  1.00e-02 1.001 3.36e-05 0.000518    
## 3393 -6.92e-03  3.60e-03 -2.05e-02 -3.11e-02 1.000 3.23e-04 0.000652    
## 3394 -3.51e-03  5.19e-03 -1.06e-02  1.29e-02 1.001 5.56e-05 0.000777    
## 3395  1.32e-03 -3.36e-03 -3.83e-03 -1.36e-02 1.001 6.14e-05 0.000402    
## 3396 -1.10e-03  2.03e-03  9.77e-04  5.91e-03 1.001 1.17e-05 0.000380    
## 3397  1.20e-02 -5.93e-03 -5.40e-03  3.18e-02 0.999 3.36e-04 0.000265    
## 3398 -2.13e-02  1.85e-02 -3.63e-04 -2.94e-02 1.001 2.88e-04 0.000937    
## 3399 -1.14e-03  1.49e-03 -1.82e-03  2.31e-03 1.001 1.77e-06 0.000570    
## 3400 -3.13e-03  2.86e-03 -3.20e-03 -3.71e-03 1.002 4.59e-06 0.001006    
## 3401  3.72e-03 -3.36e-03  3.68e-03  4.39e-03 1.001 6.43e-06 0.000864    
## 3402 -4.90e-04  4.96e-03 -1.64e-02  2.70e-02 1.000 2.44e-04 0.000407    
## 3403 -2.01e-03  9.03e-04 -2.33e-03 -6.00e-03 1.001 1.20e-05 0.000253    
## 3404  1.41e-02 -1.15e-02  9.57e-03  1.78e-02 1.000 1.06e-04 0.000362    
## 3405  3.46e-05  8.29e-04  2.56e-03  6.22e-03 1.001 1.29e-05 0.000445    
## 3406  5.47e-04 -1.04e-03 -5.58e-04 -3.12e-03 1.001 3.24e-06 0.000382    
## 3407  2.75e-02 -2.30e-02 -6.94e-03  4.56e-02 1.000 6.93e-04 0.000959    
## 3408 -4.09e-03 -5.08e-17  3.76e-17 -1.91e-02 1.000 1.22e-04 0.000207    
## 3409  6.18e-02 -7.14e-02  6.91e-02 -8.40e-02 0.998 2.35e-03 0.001145   *
## 3410  8.53e-03 -1.12e-02  5.48e-03 -1.67e-02 1.001 9.26e-05 0.000415    
## 3411 -9.86e-04  1.28e-03 -2.35e-03  2.65e-03 1.002 2.35e-06 0.001175    
## 3412 -6.40e-03  8.43e-03 -4.15e-03  1.24e-02 1.001 5.15e-05 0.000416    
## 3413  1.40e-02 -1.34e-02  5.82e-03  1.49e-02 1.003 7.41e-05 0.002840   *
## 3414 -1.86e-04  7.46e-05 -6.15e-04 -9.91e-04 1.001 3.28e-07 0.000602    
## 3415  6.85e-04 -5.59e-04  4.65e-04  8.67e-04 1.001 2.50e-07 0.000362    
## 3416 -7.68e-02  6.98e-02 -7.74e-02 -9.08e-02 0.996 2.74e-03 0.000941   *
## 3417 -6.92e-04 -1.80e-04 -3.61e-03 -6.90e-03 1.001 1.59e-05 0.000509    
## 3418 -6.14e-03  5.27e-03  5.68e-04 -9.15e-03 1.002 2.79e-05 0.000940    
## 3419  3.78e-03 -3.00e-03  2.25e-03  5.01e-03 1.001 8.38e-06 0.000322    
## 3420 -1.20e-03  1.04e-03 -1.01e-03 -1.44e-03 1.001 6.89e-07 0.000506    
## 3421 -4.81e-03  6.62e-03 -2.28e-03  1.09e-02 1.001 3.99e-05 0.000387    
## 3422  2.16e-02 -2.67e-02  1.90e-02 -3.41e-02 1.000 3.87e-04 0.000537    
## 3423  1.78e-02 -1.54e-02  1.53e-02  2.11e-02 1.001 1.49e-04 0.000538    
## 3424  3.16e-03 -5.96e-03 -3.17e-03 -1.79e-02 1.000 1.06e-04 0.000382    
## 3425  1.24e-03 -4.94e-04 -9.96e-04  3.98e-03 1.001 5.28e-06 0.000275    
## 3426  5.58e-04 -8.17e-04  1.24e-04 -1.57e-03 1.001 8.17e-07 0.000372    
## 3427  1.19e-04 -1.34e-03 -3.35e-03 -8.63e-03 1.001 2.48e-05 0.000435    
## 3428  1.27e-03 -1.88e-03  3.84e-03 -4.70e-03 1.001 7.37e-06 0.000773    
## 3429 -2.94e-04  9.11e-05 -3.19e-04 -1.05e-03 1.001 3.69e-07 0.000237    
## 3430  1.47e-03  2.75e-03 -4.45e-05  2.00e-02 1.000 1.33e-04 0.000215    
## 3431  1.92e-03 -1.43e-03  8.28e-04  2.83e-03 1.001 2.67e-06 0.000281    
## 3432 -5.12e-02  4.86e-02 -2.53e-02 -5.31e-02 1.002 9.39e-04 0.002037   *
## 3433 -6.79e-03  1.00e-02 -1.26e-03  1.96e-02 1.000 1.28e-04 0.000371    
## 3434  1.57e-02 -1.11e-02 -2.21e-02  4.85e-02 1.001 7.83e-04 0.001183    
## 3435  2.55e-04 -1.58e-03  5.02e-03 -8.11e-03 1.001 2.20e-05 0.000417    
## 3436 -3.36e-03  2.10e-03 -3.85e-06 -6.71e-03 1.001 1.50e-05 0.000257    
## 3437 -5.11e-02  4.88e-02 -2.95e-02 -5.17e-02 1.002 8.91e-04 0.002335   *
## 3438 -4.99e-03 -1.07e-04 -4.57e-03 -2.52e-02 0.999 2.11e-04 0.000222    
## 3439 -1.32e-02  1.81e-02 -2.15e-02  2.95e-02 1.000 2.91e-04 0.000459    
## 3440  9.41e-03 -4.13e-03 -6.13e-03  2.79e-02 0.999 2.59e-04 0.000270    
## 3441  2.03e-03 -2.69e-03  1.29e-03 -4.02e-03 1.001 5.38e-06 0.000412    
## 3442 -3.30e-03  1.70e-03  1.01e-02 -1.74e-02 1.002 1.01e-04 0.001403   *
## 3443 -5.17e-03  7.45e-03 -1.50e-03  1.37e-02 1.001 6.30e-05 0.000374    
## 3444 -1.02e-03  4.68e-03 -1.43e-02  2.26e-02 1.000 1.70e-04 0.000428    
## 3445  2.19e-02 -2.89e-02  1.40e-02 -4.29e-02 0.998 6.12e-04 0.000414    
## 3446 -4.39e-03  3.41e-03 -2.35e-03 -6.03e-03 1.001 1.21e-05 0.000304    
## 3447 -9.51e-04  3.47e-03  5.80e-03  1.73e-02 1.001 9.93e-05 0.000417    
## 3448  5.84e-03 -2.97e-03 -2.36e-03  1.51e-02 1.000 7.60e-05 0.000264    
## 3449  2.97e-04 -1.96e-03 -4.36e-03 -1.17e-02 1.001 4.56e-05 0.000430    
## 3450 -4.76e-02  4.25e-02 -4.53e-02 -5.61e-02 0.999 1.05e-03 0.000739    
## 3451  1.60e-02 -1.38e-02 -3.63e-04  2.27e-02 1.001 1.72e-04 0.000937    
## 3452  1.41e-04  9.77e-04 -3.76e-03  6.60e-03 1.001 1.45e-05 0.000381    
## 3453  3.82e-03 -6.90e-03 -2.93e-03 -1.94e-02 1.000 1.26e-04 0.000379    
## 3454  5.11e-03 -4.27e-03  3.82e-03  6.27e-03 1.001 1.31e-05 0.000410    
## 3455  5.32e-04 -8.32e-04  1.76e-03 -2.22e-03 1.001 1.65e-06 0.000695    
## 3456  1.30e-03 -8.30e-04 -2.55e-03  4.96e-03 1.002 8.22e-06 0.001272   *
## 3457  1.26e-03 -2.11e-03  4.66e-03 -6.05e-03 1.001 1.22e-05 0.000633    
## 3458  3.40e-03  3.09e-04  1.61e-02  2.98e-02 1.000 2.96e-04 0.000521    
## 3459 -5.18e-04  8.82e-04  2.43e-04  2.27e-03 1.001 1.72e-06 0.000374    
## 3460  2.65e-04 -6.47e-03  9.10e-03 -2.94e-02 0.999 2.88e-04 0.000229    
## 3461 -7.72e-05 -8.63e-04 -2.85e-03 -6.81e-03 1.001 1.54e-05 0.000448    
## 3462 -2.23e-03  3.61e-03  5.08e-04  8.52e-03 1.001 2.42e-05 0.000371    
## 3463 -6.36e-03  1.03e-02  1.32e-03  2.40e-02 1.000 1.92e-04 0.000371    
## 3464 -4.71e-04  2.90e-03  6.30e-03  1.70e-02 1.001 9.63e-05 0.000429    
## 3465 -1.38e-02  1.25e-02 -4.67e-03 -1.55e-02 1.002 8.06e-05 0.001029    
## 3466  4.56e-03 -3.99e-03  4.03e-03  5.41e-03 1.001 9.74e-06 0.000579    
## 3467  5.16e-03 -3.85e-03  1.19e-02  1.55e-02 1.001 7.99e-05 0.000906    
## 3468 -2.05e-04  9.64e-04 -6.84e-04  3.59e-03 1.001 4.29e-06 0.000223    
## 3469 -1.43e-02  1.33e-02 -2.55e-02 -2.75e-02 1.003 2.52e-04 0.002619   *
## 3470 -9.39e-03  6.31e-03  1.58e-02 -3.24e-02 1.001 3.49e-04 0.001229    
## 3471 -2.64e-03  2.30e-03 -5.15e-03 -5.93e-03 1.002 1.17e-05 0.001517   *
## 3472  1.10e-03 -1.34e-03  1.04e-03 -1.66e-03 1.001 9.18e-07 0.000607    
## 3473 -2.98e-03  4.56e-03 -1.05e-04  9.60e-03 1.001 3.07e-05 0.000370    
## 3474 -2.32e-03 -9.54e-05 -1.06e-02 -1.95e-02 1.001 1.27e-04 0.000526    
## 3475 -4.14e-03 -1.81e-03  1.55e-02 -3.33e-02 0.999 3.70e-04 0.000328    
## 3476  1.78e-02 -2.48e-02  7.28e-03 -4.27e-02 0.998 6.08e-04 0.000381   *
## 3477  2.82e-04 -1.39e-04  8.56e-04  1.32e-03 1.001 5.83e-07 0.000637    
## 3478 -2.64e-03  1.56e-03 -7.26e-03 -1.06e-02 1.001 3.74e-05 0.000698    
## 3479  2.72e-03 -1.42e-03  8.05e-03  1.22e-02 1.001 5.00e-05 0.000652    
## 3480 -3.33e-02  2.49e-02 -1.46e-02 -4.89e-02 0.996 7.95e-04 0.000283   *
## 3481 -4.67e-04  1.09e-03  1.09e-03  4.14e-03 1.001 5.71e-06 0.000397    
## 3482 -1.33e-02  1.19e-02 -1.28e-02 -1.57e-02 1.001 8.18e-05 0.000771    
## 3483  2.01e-03  1.34e-03  1.29e-02  2.59e-02 1.000 2.23e-04 0.000491    
## 3484  7.91e-03 -6.29e-03  1.71e-02  2.12e-02 1.001 1.50e-04 0.001056    
## 3485  1.84e-04 -1.34e-04  6.87e-05  2.82e-04 1.001 2.65e-08 0.000274    
## 3486  1.00e-02 -6.71e-03  1.27e-02  2.16e-02 1.000 1.55e-04 0.000330    
## 3487 -8.09e-03  1.16e-02 -2.32e-02  2.79e-02 1.001 2.60e-04 0.000828    
## 3488  6.69e-03 -3.40e-03  2.00e-02  3.07e-02 1.000 3.14e-04 0.000645    
## 3489 -1.03e-03  1.42e-03 -4.81e-04  2.35e-03 1.001 1.84e-06 0.000386    
## 3490 -5.22e-03  7.46e-03 -1.69e-03  1.35e-02 1.001 6.08e-05 0.000376    
## 3491  3.66e-03 -2.62e-03  1.18e-03  5.82e-03 1.001 1.13e-05 0.000268    
## 3492  2.51e-02 -2.26e-02  7.46e-03  2.89e-02 1.001 2.78e-04 0.001003    
## 3493 -5.16e-04  9.60e-03 -3.27e-02  5.47e-02 0.996 9.95e-04 0.000401   *
## 3494 -2.91e-02  2.52e-02  1.15e-04 -4.08e-02 1.000 5.55e-04 0.000937    
## 3495  1.10e-02 -1.34e-02  1.04e-02 -1.64e-02 1.001 9.02e-05 0.000617    
## 3496 -3.27e-03  6.15e-03  3.19e-03  1.83e-02 1.000 1.12e-04 0.000382    
## 3497  7.80e-03 -1.19e-02  3.76e-04 -2.49e-02 1.000 2.07e-04 0.000370    
## 3498 -6.24e-03  7.74e-03 -5.44e-03  9.91e-03 1.001 3.27e-05 0.000530    
## 3499  2.28e-04 -7.87e-04  6.15e-04 -2.65e-03 1.001 2.34e-06 0.000227    
## 3500  9.55e-05  3.23e-04  1.36e-03  3.08e-03 1.001 3.17e-06 0.000460    
## 3501 -4.26e-04 -2.82e-04  1.93e-03 -3.99e-03 1.001 5.32e-06 0.000336    
## 3502 -2.37e-02  2.03e-02 -2.86e-02 -3.44e-02 1.000 3.95e-04 0.000665    
## 3503  1.91e-02 -2.32e-02  1.79e-02 -2.87e-02 1.000 2.75e-04 0.000603    
## 3504  2.61e-03 -4.71e-03  1.08e-02 -1.45e-02 1.001 7.00e-05 0.000584    
## 3505  1.60e-03 -2.24e-03  6.35e-04 -3.89e-03 1.001 5.04e-06 0.000380    
## 3506 -4.99e-03  6.78e-03 -1.29e-02  1.50e-02 1.001 7.54e-05 0.000980    
## 3507 -1.12e-03  4.28e-04  9.42e-04 -3.64e-03 1.001 4.43e-06 0.000276    
## 3508 -1.44e-02  1.68e-02 -2.20e-02  2.35e-02 1.002 1.85e-04 0.001690   *
## 3509 -3.74e-02  3.54e-02 -2.50e-02 -3.78e-02 1.002 4.76e-04 0.001671    
## 3510 -5.39e-04  1.37e-03  1.57e-03  5.54e-03 1.001 1.02e-05 0.000402    
## 3511  1.78e-02 -1.60e-02  4.41e-03  2.11e-02 1.001 1.49e-04 0.000979    
## 3512  2.24e-02 -2.60e-02  2.47e-02 -3.06e-02 1.001 3.13e-04 0.001053    
## 3513  1.47e-03 -1.33e-03  1.46e-03  1.74e-03 1.001 1.01e-06 0.000868    
## 3514 -1.18e-02  1.45e-02 -1.83e-02  2.12e-02 1.001 1.50e-04 0.000848    
## 3515  2.49e-02 -2.92e-02  2.65e-02 -3.46e-02 1.001 3.99e-04 0.000896    
## 3516  8.51e-03 -1.16e-02  4.34e-03 -1.88e-02 1.000 1.18e-04 0.000391    
## 3517  1.03e-02 -8.41e-03 -4.76e-03  1.96e-02 1.001 1.28e-04 0.000995    
## 3518  1.46e-02 -1.95e-02  8.85e-03 -2.96e-02 1.000 2.91e-04 0.000406    
## 3519 -9.62e-03  1.63e-02 -1.73e-02  3.44e-02 0.998 3.95e-04 0.000287    
## 3520  5.05e-03 -2.53e-03 -2.17e-03  1.32e-02 1.000 5.85e-05 0.000265    
## 3521  5.23e-03 -3.87e-03  2.13e-03  7.84e-03 1.001 2.05e-05 0.000278    
## 3522 -8.23e-03  1.46e-02 -3.35e-02  4.46e-02 0.999 6.64e-04 0.000590    
## 3523  1.41e-03 -3.43e-04 -1.90e-03  5.76e-03 1.001 1.11e-05 0.000289    
## 3524 -6.75e-03  9.70e-03 -2.02e-03  1.78e-02 1.000 1.06e-04 0.000375    
## 3525 -3.39e-03 -4.21e-17  3.12e-17 -1.59e-02 1.000 8.39e-05 0.000207    
## 3526  2.35e-02 -1.98e-02 -5.15e-03  3.81e-02 1.001 4.84e-04 0.000954    
## 3527  1.65e-02 -1.59e-02  8.56e-03  1.70e-02 1.004 9.59e-05 0.003232   *
## 3528  5.58e-03 -3.65e-03  5.93e-04  1.04e-02 1.001 3.58e-05 0.000258    
## 3529 -2.45e-02  2.33e-02 -1.73e-02 -2.47e-02 1.002 2.04e-04 0.001845   *
## 3530 -3.97e-03  2.89e-03 -1.47e-03 -6.10e-03 1.001 1.24e-05 0.000273    
## 3531 -4.28e-04  1.35e-03  2.01e-03  6.28e-03 1.001 1.31e-05 0.000412    
## 3532 -1.54e-03  1.20e-03 -8.26e-04 -2.12e-03 1.001 1.50e-06 0.000304    
## 3533 -2.57e-03  7.08e-03 -1.93e-02  2.87e-02 1.000 2.75e-04 0.000469    
## 3534  1.10e-02 -9.06e-03  1.49e-02  1.87e-02 1.001 1.16e-04 0.000589    
## 3535 -7.46e-03  5.61e-03  1.63e-02 -3.03e-02 1.004 3.06e-04 0.003384   *
## 3536  5.46e-04  4.15e-04 -2.66e-03  5.43e-03 1.001 9.84e-06 0.000339    
## 3537  8.95e-03 -5.35e-03 -8.11e-04  1.90e-02 1.000 1.21e-04 0.000258    
## 3538  1.22e-02 -8.76e-03  4.06e-03  1.93e-02 1.000 1.24e-04 0.000269    
## 3539  1.13e-03 -4.01e-03  1.17e-02 -1.80e-02 1.001 1.08e-04 0.000443    
## 3540 -1.23e-02  1.57e-02 -9.66e-03  2.12e-02 1.000 1.49e-04 0.000467    
## 3541 -9.95e-06 -3.26e-03  1.66e-03 -1.54e-02 1.000 7.92e-05 0.000217    
## 3542  2.20e-02 -2.71e-02  1.94e-02 -3.45e-02 1.000 3.97e-04 0.000541    
## 3543  3.98e-03 -1.80e-03 -2.40e-03  1.15e-02 1.001 4.41e-05 0.000269    
## 3544 -8.08e-03  6.54e-03 -5.30e-03 -1.03e-02 1.001 3.57e-05 0.000349    
## 3545 -6.55e-04  1.19e-03 -1.22e-03  2.68e-03 1.001 2.40e-06 0.000270    
## 3546  5.04e-02 -4.68e-02  2.62e-02  5.24e-02 1.001 9.14e-04 0.001251    
## 3547  1.36e-03 -1.05e-03  1.80e-03  2.47e-03 1.001 2.04e-06 0.000459    
## 3548 -2.57e-03  3.98e-03  4.67e-05  8.59e-03 1.001 2.46e-05 0.000370    
## 3549  1.01e-02 -7.57e-03  2.31e-02  2.99e-02 1.001 2.98e-04 0.000918    
## 3550  8.56e-03 -7.16e-03  1.16e-02  1.41e-02 1.001 6.67e-05 0.000660    
## 3551  3.24e-04 -1.74e-04 -9.92e-05  7.91e-04 1.001 2.08e-07 0.000262    
## 3552  1.49e-03  4.42e-03 -1.89e-02  3.44e-02 0.999 3.95e-04 0.000368    
## 3553  1.21e-02 -1.70e-02  5.09e-03 -2.90e-02 1.000 2.80e-04 0.000382    
## 3554  2.69e-03 -1.34e-03 -1.20e-03  7.13e-03 1.001 1.70e-05 0.000265    
## 3555  8.92e-06 -4.32e-05 -8.53e-05 -2.38e-04 1.001 1.89e-08 0.000424    
## 3556  1.32e-03 -1.04e-03  7.64e-04  1.77e-03 1.001 1.04e-06 0.000316    
## 3557  4.33e-04 -5.68e-04  2.87e-04 -8.31e-04 1.001 2.30e-07 0.000420    
## 3558 -2.26e-02  2.06e-02 -2.89e-03 -2.85e-02 1.002 2.71e-04 0.001589   *
## 3559  5.64e-03 -4.79e-03  4.49e-03  6.82e-03 1.001 1.55e-05 0.000453    
## 3560  3.08e-03 -4.56e-03  5.27e-04 -8.98e-03 1.001 2.69e-05 0.000371    
## 3561 -9.05e-03  1.08e-02 -1.51e-02  1.64e-02 1.002 8.93e-05 0.001432   *
## 3562 -1.42e-03  2.52e-03  9.65e-04  6.93e-03 1.001 1.60e-05 0.000377    
## 3563 -2.00e-03  7.34e-04  1.81e-03 -6.73e-03 1.001 1.51e-05 0.000277    
## 3564  5.48e-03 -7.41e-03  3.00e-03 -1.17e-02 1.001 4.56e-05 0.000396    
## 3565 -4.12e-03  7.88e-03  4.41e-03  2.40e-02 1.000 1.92e-04 0.000383    
## 3566  3.50e-02 -3.99e-02  4.06e-02 -4.70e-02 1.001 7.35e-04 0.001456    
## 3567  5.26e-03 -4.34e-03 -1.95e-03  9.42e-03 1.002 2.96e-05 0.000978    
## 3568  2.25e-02 -2.87e-02  1.74e-02 -3.90e-02 0.999 5.07e-04 0.000462    
## 3569  4.80e-03 -4.44e-03  5.10e-03  5.73e-03 1.002 1.09e-05 0.001236    
## 3570  9.72e-04 -1.83e-03 -9.75e-04 -5.50e-03 1.001 1.01e-05 0.000382    
## 3571  2.36e-02 -3.08e-02  1.62e-02 -4.44e-02 0.998 6.55e-04 0.000427    
## 3572 -1.85e-03  1.57e-03  2.93e-04 -2.88e-03 1.002 2.76e-06 0.000946    
## 3573 -1.11e-02  1.74e-02  8.67e-04  3.86e-02 0.999 4.95e-04 0.000370    
## 3574 -1.43e-02  2.27e-02 -2.48e-02  4.44e-02 0.997 6.55e-04 0.000313   *
## 3575 -2.98e-03  4.71e-03  3.30e-04  1.06e-02 1.001 3.74e-05 0.000370    
## 3576 -4.07e-04  2.47e-04 -1.10e-03 -1.60e-03 1.001 8.50e-07 0.000709    
## 3577 -6.53e-03  1.12e-02  3.39e-03  2.94e-02 1.000 2.88e-04 0.000375    
## 3578  1.65e-03  3.57e-03  1.77e-02  3.89e-02 0.999 5.03e-04 0.000467    
## 3579 -1.50e-04 -5.51e-04 -2.27e-03 -5.16e-03 1.001 8.86e-06 0.000459    
## 3580 -8.64e-03  1.15e-02 -1.39e-02  1.84e-02 1.001 1.13e-04 0.000503    
## 3581  1.31e-02 -7.57e-03  3.65e-02  5.38e-02 0.999 9.63e-04 0.000688    
## 3582  6.58e-03 -4.46e-03  1.64e-02  2.26e-02 1.001 1.70e-04 0.000788    
## 3583 -1.34e-02  1.67e-02 -1.15e-02  2.16e-02 1.001 1.55e-04 0.000516    
## 3584 -8.69e-04  5.58e-03  1.23e-02  3.30e-02 0.999 3.63e-04 0.000429    
## 3585  1.08e-02 -8.09e-03  2.47e-02  3.19e-02 1.001 3.40e-04 0.000919    
## 3586  4.78e-04 -1.84e-03 -3.20e-03 -9.37e-03 1.001 2.92e-05 0.000419    
## 3587 -1.81e-04  9.54e-04  1.96e-03  5.39e-03 1.001 9.68e-06 0.000426    
## 3588 -1.61e-02  1.85e-02 -1.85e-02  2.17e-02 1.002 1.58e-04 0.001325    
## 3589  3.24e-03 -7.58e-04  3.39e-03  1.26e-02 1.000 5.33e-05 0.000231    
## 3590 -2.99e-03  7.89e-03  9.51e-03  3.28e-02 0.999 3.58e-04 0.000404    
## 3591  2.88e-03  6.56e-04  1.48e-02  2.81e-02 1.000 2.62e-04 0.000511    
## 3592 -2.14e-02  1.89e-02 -4.07e-02 -4.59e-02 1.002 7.04e-04 0.001705    
## 3593 -6.83e-03  5.82e-03 -1.36e-02 -1.60e-02 1.002 8.50e-05 0.001367   *
## 3594  1.52e-02 -1.09e-02  5.19e-03  2.38e-02 1.000 1.89e-04 0.000270    
## 3595 -1.83e-03  6.76e-03  1.14e-02  3.38e-02 0.999 3.81e-04 0.000417    
## 3596  2.18e-04  6.16e-04  2.76e-03  6.17e-03 1.001 1.27e-05 0.000462    
## 3597 -3.20e-04 -3.45e-03  1.29e-02 -2.23e-02 1.000 1.66e-04 0.000385    
## 3598 -9.95e-03  1.22e-02 -1.55e-02  1.79e-02 1.001 1.07e-04 0.000859    
## 3599  1.81e-03 -4.72e-04 -2.31e-03  7.15e-03 1.001 1.70e-05 0.000287    
## 3600 -6.58e-05  5.40e-05 -4.58e-05 -8.26e-05 1.001 2.27e-09 0.000372    
## 3601 -1.56e-02  2.08e-02 -9.32e-03  3.17e-02 0.999 3.34e-04 0.000405    
## 3602  4.55e-03 -5.77e-03  7.17e-03 -8.71e-03 1.001 2.53e-05 0.000667    
## 3603  6.57e-04 -1.30e-03  3.13e-03 -4.32e-03 1.001 6.23e-06 0.000542    
## 3604  1.78e-02 -2.26e-02  4.06e-02 -4.52e-02 1.001 6.81e-04 0.001321    
## 3605 -4.86e-03  9.18e-03  4.88e-03  2.75e-02 1.000 2.52e-04 0.000382    
## 3606  2.53e-02 -2.98e-02  2.66e-02 -3.54e-02 1.001 4.18e-04 0.000848    
## 3607  2.80e-03  8.76e-05 -6.47e-03  1.58e-02 1.000 8.36e-05 0.000309    
## 3608 -3.71e-03  2.80e-03 -1.70e-03 -5.36e-03 1.001 9.57e-06 0.000286    
## 3609 -1.48e-02  1.83e-02 -1.31e-02  2.33e-02 1.001 1.80e-04 0.000541    
## 3610 -2.41e-02  2.83e-02 -2.55e-02  3.36e-02 1.001 3.75e-04 0.000878    
## 3611  2.83e-02 -3.24e-02  4.28e-02 -4.51e-02 1.002 6.77e-04 0.002234   *
## 3612 -3.50e-03 -9.79e-04 -1.85e-02 -3.54e-02 1.000 4.18e-04 0.000508    
## 3613  4.16e-03 -7.36e-03  7.63e-03 -1.62e-02 1.000 8.74e-05 0.000276    
## 3614  4.91e-03 -9.06e-03  9.20e-03 -2.07e-02 1.000 1.43e-04 0.000267    
## 3615  1.13e-03 -4.87e-03  1.47e-02 -2.31e-02 1.000 1.78e-04 0.000432    
## 3616  3.45e-03 -5.49e-03  1.18e-02 -1.50e-02 1.001 7.47e-05 0.000675    
## 3617 -9.69e-04 -1.70e-04  2.73e-03 -6.30e-03 1.001 1.32e-05 0.000317    
## 3618 -1.07e-03  6.12e-04  1.85e-04 -2.39e-03 1.001 1.90e-06 0.000259    
## 3619 -1.47e-02  1.86e-02 -2.31e-02  2.80e-02 1.001 2.61e-04 0.000678    
## 3620 -7.08e-03  3.21e-03 -2.23e-02 -3.51e-02 1.000 4.10e-04 0.000621    
## 3621  6.17e-05 -9.97e-05  1.08e-04 -1.99e-04 1.001 1.32e-08 0.000305    
## 3622  1.28e-02 -1.74e-02  6.41e-03 -2.83e-02 1.000 2.68e-04 0.000390    
## 3623  1.35e-02 -1.80e-02  7.99e-03 -2.75e-02 1.000 2.52e-04 0.000404    
## 3624  1.16e-02 -1.43e-02  1.05e-02 -1.80e-02 1.001 1.08e-04 0.000559    
## 3625 -2.37e-03 -4.95e-04  6.96e-03 -1.59e-02 1.000 8.41e-05 0.000319    
## 3626 -1.42e-02  1.72e-02 -1.36e-02  2.12e-02 1.001 1.49e-04 0.000632    
## 3627  2.43e-03 -3.14e-03  1.78e-03 -4.39e-03 1.001 6.42e-06 0.000443    
## 3628  4.48e-02 -4.12e-02  2.01e-02  4.78e-02 1.001 7.62e-04 0.001137    
## 3629 -5.34e-03  6.97e-03 -8.52e-03  1.08e-02 1.001 3.92e-05 0.000562    
## 3630  1.48e-04  6.73e-04  2.61e-03  6.02e-03 1.001 1.21e-05 0.000456    
## 3631 -4.76e-04  7.88e-04 -1.73e-03  2.24e-03 1.001 1.68e-06 0.000639    
## 3632  2.27e-02 -2.72e-02  3.50e-02 -3.90e-02 1.001 5.08e-04 0.001093    
## 3633  2.07e-02 -2.51e-02  3.20e-02 -3.62e-02 1.001 4.37e-04 0.000984    
## 3634  5.27e-04 -9.99e-04  2.36e-03 -3.22e-03 1.001 3.45e-06 0.000559    
## 3635  5.74e-05 -1.11e-04  2.64e-04 -3.61e-04 1.001 4.36e-08 0.000552    
## 3636  6.33e-03 -5.33e-03  4.89e-03  7.70e-03 1.001 1.98e-05 0.000432    
## 3637  8.01e-04  8.37e-05 -2.06e-03  4.87e-03 1.001 7.91e-06 0.000313    
## 3638 -2.28e-02  2.09e-02 -9.47e-03 -2.47e-02 1.001 2.03e-04 0.001098    
## 3639 -2.52e-02  2.94e-02 -2.73e-02  3.46e-02 1.001 4.00e-04 0.000982    
## 3640  9.26e-03 -1.23e-02  5.61e-03 -1.87e-02 1.000 1.17e-04 0.000406    
## 3641 -3.48e-03  1.09e-02 -3.07e-02  4.67e-02 0.998 7.26e-04 0.000454   *
## 3642  3.40e-03 -7.77e-03  1.99e-02 -2.86e-02 1.000 2.72e-04 0.000501    
## 3643  1.49e-02 -1.85e-02  2.33e-02 -2.72e-02 1.001 2.47e-04 0.000792    
## 3644 -5.38e-04  9.10e-04  2.36e-04  2.32e-03 1.001 1.79e-06 0.000374    
## 3645  1.32e-02 -1.06e-02  8.32e-03  1.72e-02 1.000 9.82e-05 0.000336    
## 3646 -7.35e-03  1.11e-02 -6.77e-04  2.27e-02 1.000 1.72e-04 0.000370    
## 3647 -8.65e-03  4.77e-03 -1.05e-02 -2.23e-02 1.000 1.65e-04 0.000276    
## 3648 -4.64e-02  4.30e-02 -4.97e-02 -5.55e-02 1.000 1.03e-03 0.001306    
## 3649  2.76e-02 -2.18e-02  1.60e-02  3.70e-02 0.998 4.55e-04 0.000316    
## 3650 -1.03e-03  3.56e-03 -1.03e-02  1.58e-02 1.001 8.33e-05 0.000446    
## 3651 -8.79e-03  5.19e-03 -2.42e-02 -3.54e-02 1.000 4.17e-04 0.000697    
## 3652  1.04e-02 -1.57e-02  1.77e-02 -2.92e-02 0.999 2.84e-04 0.000338    
## 3653 -6.74e-04  8.97e-04 -4.12e-04  1.36e-03 1.001 6.13e-07 0.000408    
## 3654  6.42e-03 -8.03e-03  5.41e-03 -1.05e-02 1.001 3.65e-05 0.000505    
## 3655 -7.96e-04  9.54e-05 -7.87e-04 -3.51e-03 1.001 4.11e-06 0.000226    
## 3656  3.78e-03 -8.35e-04 -5.36e-03  1.58e-02 1.000 8.35e-05 0.000291    
## 3657 -5.30e-03  4.45e-03  1.37e-03 -8.84e-03 1.002 2.61e-05 0.000960    
## 3658  3.49e-03 -7.64e-03  1.93e-02 -2.73e-02 1.000 2.49e-04 0.000511    
## 3659 -1.98e-02  1.46e-02 -7.88e-03 -2.97e-02 0.999 2.95e-04 0.000277    
## 3660  1.15e-03 -6.80e-03 -1.46e-02 -3.96e-02 0.999 5.21e-04 0.000428    
## 3661 -2.84e-04  1.71e-04 -7.73e-04 -1.12e-03 1.001 4.17e-07 0.000707    
## 3662  4.21e-04  5.79e-04  3.56e-03  7.54e-03 1.001 1.90e-05 0.000476    
## 3663 -3.56e-04  1.08e-03 -3.02e-03  4.57e-03 1.001 6.95e-06 0.000458    
## 3664 -3.62e-02  3.24e-02 -3.45e-02 -4.26e-02 1.000 6.06e-04 0.000745    
## 3665  9.43e-05 -5.02e-04  1.56e-03 -2.50e-03 1.001 2.08e-06 0.000422    
## 3666 -2.00e-03  6.23e-04  2.20e-03 -7.34e-03 1.001 1.80e-05 0.000283    
## 3667  2.32e-02 -2.89e-02  1.98e-02 -3.73e-02 0.999 4.64e-04 0.000515    
## 3668 -1.37e-03  6.07e-03 -1.84e-02  2.90e-02 1.000 2.80e-04 0.000430    
## 3669  8.77e-03 -1.22e-02  1.44e-02 -2.04e-02 1.000 1.38e-04 0.000428    
## 3670 -2.19e-02  1.84e-02  5.33e-03 -3.61e-02 1.001 4.34e-04 0.000957    
## 3671  3.01e-04 -3.91e-04  4.79e-04 -6.06e-04 1.001 1.23e-07 0.000572    
## 3672 -8.81e-03  7.82e-03 -8.20e-03 -1.04e-02 1.001 3.60e-05 0.000684    
## 3673  1.34e-03 -2.42e-03 -1.06e-03 -6.88e-03 1.001 1.58e-05 0.000379    
## 3674 -1.36e-03  7.38e-04 -1.64e-03 -3.55e-03 1.001 4.21e-06 0.000273    
## 3675 -5.04e-02  4.77e-02 -3.42e-02 -5.09e-02 1.001 8.64e-04 0.001703    
## 3676  2.70e-03 -3.72e-03  1.27e-03 -6.16e-03 1.001 1.27e-05 0.000386    
## 3677  1.12e-03  1.11e-03  8.23e-03  1.70e-02 1.001 9.68e-05 0.000483    
## 3678  9.56e-03 -5.67e-03 -1.03e-03  2.05e-02 1.000 1.41e-04 0.000258    
## 3679  2.78e-02 -2.43e-02 -1.73e-02  5.71e-02 1.003 1.09e-03 0.002651   *
## 3680  9.29e-03 -1.51e-02 -2.32e-03 -3.60e-02 0.999 4.32e-04 0.000371    
## 3681  2.62e-04 -7.46e-04 -9.93e-04 -3.26e-03 1.001 3.55e-06 0.000408    
## 3682  9.38e-03 -8.13e-03 -1.16e-04  1.32e-02 1.001 5.84e-05 0.000937    
## 3683 -4.98e-03  1.74e-03  4.81e-03 -1.72e-02 1.000 9.88e-05 0.000279    
## 3684  5.93e-02 -5.67e-02  2.57e-02  6.27e-02 1.003 1.31e-03 0.002892   *
## 3685  1.58e-04  4.82e-03 -1.73e-02  2.97e-02 1.000 2.93e-04 0.000391    
## 3686 -2.09e-02  1.91e-02 -8.78e-03 -2.25e-02 1.001 1.69e-04 0.001104    
## 3687 -1.13e-02  8.57e-03 -1.49e-02 -2.11e-02 1.000 1.48e-04 0.000429    
## 3688 -6.15e-03  5.56e-03 -6.08e-03 -7.26e-03 1.001 1.76e-05 0.000860    
## 3689 -4.59e-02  4.15e-02 -6.38e-02 -7.00e-02 1.000 1.63e-03 0.001272    
## 3690 -1.78e-03 -3.58e-04 -8.99e-03 -1.70e-02 1.001 9.66e-05 0.000513    
## 3691 -3.99e-03  8.75e-03 -8.18e-03  2.31e-02 1.000 1.78e-04 0.000246    
## 3692 -2.25e-02  2.03e-02 -5.97e-03 -2.65e-02 1.001 2.34e-04 0.000987    
## 3693  7.53e-04  3.38e-03  1.31e-02  3.02e-02 1.000 3.05e-04 0.000456    
## 3694  4.29e-03 -6.75e-03 -4.24e-04 -1.51e-02 1.001 7.61e-05 0.000370    
## 3695 -1.65e-03  2.73e-03 -6.00e-03  7.76e-03 1.001 2.01e-05 0.000640    
## 3696  8.29e-03 -1.21e-02  2.07e-03 -2.28e-02 1.000 1.73e-04 0.000373    
## 3697  1.00e-02 -1.16e-02  1.10e-02 -1.37e-02 1.002 6.23e-05 0.001058    
## 3698  6.93e-03 -3.40e-03 -3.26e-03  1.86e-02 1.000 1.16e-04 0.000266    
## 3699  2.98e-04 -2.08e-04  7.85e-05  4.95e-04 1.001 8.15e-08 0.000264    
## 3700 -2.21e-03  1.09e-03  1.01e-03 -5.88e-03 1.001 1.15e-05 0.000265    
## 3701 -3.37e-03  4.49e-05  7.25e-03 -1.82e-02 1.000 1.10e-04 0.000306    
## 3702 -5.79e-03  2.35e-03  4.45e-03 -1.82e-02 1.000 1.11e-04 0.000274    
## 3703  6.25e-04 -9.33e-04  1.91e-03 -2.36e-03 1.001 1.85e-06 0.000758    
## 3704 -1.29e-03  5.02e-03  8.78e-03  2.57e-02 1.000 2.19e-04 0.000419    
## 3705 -8.20e-03  6.89e-03  1.98e-03 -1.35e-02 1.001 6.09e-05 0.000957    
## 3706  8.12e-05 -1.16e-05 -1.38e-04  3.77e-04 1.001 4.73e-08 0.000297    
## 3707 -8.05e-03  1.27e-02 -2.72e-02  3.44e-02 1.000 3.94e-04 0.000684    
## 3708 -4.23e-04  6.08e-04 -1.28e-04  1.11e-03 1.001 4.13e-07 0.000375    
## 3709 -1.47e-01  1.42e-01 -1.29e-01 -1.52e-01 1.000 7.74e-03 0.003290   *
## 3710  2.08e-03 -1.59e-03  1.01e-03  2.96e-03 1.001 2.93e-06 0.000291    
## 3711 -3.06e-03  1.02e-03 -1.07e-02 -1.77e-02 1.001 1.05e-04 0.000583    
## 3712 -1.33e-02  1.17e-02 -8.52e-04 -1.78e-02 1.001 1.06e-04 0.000939    
## 3713 -3.91e-03  7.56e-03 -1.81e-02  2.47e-02 1.000 2.04e-04 0.000551    
## 3714 -2.60e-03  5.51e-03  4.37e-03  1.89e-02 1.000 1.20e-04 0.000391    
## 3715 -4.69e-03  2.81e-03  4.19e-04 -9.97e-03 1.001 3.31e-05 0.000258    
## 3716 -1.25e-02  1.74e-02 -2.05e-02  2.90e-02 1.000 2.79e-04 0.000431    
## 3717 -2.35e-02  2.16e-02 -3.81e-03 -2.91e-02 1.002 2.82e-04 0.001600   *
## 3718  1.77e-02 -1.52e-02 -1.69e-03  2.65e-02 1.001 2.34e-04 0.000940    
## 3719 -2.90e-03  5.99e-03 -1.47e-02  2.06e-02 1.001 1.41e-04 0.000528    
## 3720  4.14e-02 -5.11e-02  3.68e-02 -6.48e-02 0.996 1.40e-03 0.000547   *
## 3721  2.90e-02 -2.26e-02  1.58e-02  3.96e-02 0.998 5.23e-04 0.000306   *
## 3722  3.47e-02 -4.05e-02  3.74e-02 -4.78e-02 1.000 7.63e-04 0.000953    
## 3723 -3.96e-02  3.52e-02 -7.45e-03 -4.88e-02 1.000 7.93e-04 0.000959    
## 3724 -3.10e-03  1.69e-03  8.69e-04 -7.45e-03 1.001 1.85e-05 0.000261    
## 3725 -5.08e-03  3.13e-03 -6.32e-03 -1.18e-02 1.001 4.68e-05 0.000300    
## 3726 -1.51e-03  1.96e-03 -3.58e-03  4.04e-03 1.002 5.45e-06 0.001192    
## 3727  1.37e-02 -1.26e-02 -1.10e-03  1.99e-02 1.003 1.32e-04 0.002415   *
## 3728  1.54e-02 -1.30e-02  1.20e-02  1.86e-02 1.001 1.16e-04 0.000442    
## 3729  6.30e-03 -8.04e-03  1.45e-02 -1.62e-02 1.002 8.78e-05 0.001279    
## 3730 -1.37e-02  1.63e-02 -2.10e-02  2.33e-02 1.001 1.81e-04 0.001149    
## 3731  9.68e-03 -8.10e-03 -2.66e-03  1.63e-02 1.001 8.87e-05 0.000962    
## 3732 -3.63e-03 -4.52e-17  3.34e-17 -1.70e-02 1.000 9.64e-05 0.000207    
## 3733  1.12e-03 -1.35e-03  1.10e-03 -1.64e-03 1.001 8.97e-07 0.000677    
## 3734 -2.43e-03  3.00e-03 -2.14e-03  3.82e-03 1.001 4.87e-06 0.000540    
## 3735 -1.09e-03 -1.16e-03  6.50e-03 -1.29e-02 1.001 5.51e-05 0.000346    
## 3736  1.12e-02 -1.02e-02  3.66e-03  1.27e-02 1.002 5.39e-05 0.001021    
## 3737 -4.71e-03  6.72e-03 -1.58e-03  1.21e-02 1.001 4.86e-05 0.000376    
## 3738  3.94e-02 -3.25e-02  2.77e-02  4.94e-02 0.997 8.13e-04 0.000375   *
## 3739 -9.00e-04  1.59e-03  5.92e-04  4.35e-03 1.001 6.31e-06 0.000377    
## 3740  7.38e-03 -6.09e-03 -6.13e-03  1.71e-02 1.002 9.72e-05 0.001805   *
## 3741 -3.29e-02  2.72e-02 -4.45e-02 -5.52e-02 0.998 1.02e-03 0.000610   *
## 3742 -5.01e-02  4.61e-02 -5.23e-02 -5.96e-02 1.000 1.18e-03 0.001125    
## 3743 -2.25e-03  2.18e-03 -1.31e-03 -2.27e-03 1.004 1.72e-06 0.003622   *
## 3744  2.18e-02 -2.72e-02  1.85e-02 -3.52e-02 1.000 4.14e-04 0.000511    
## 3745  1.59e-02 -1.35e-02  1.27e-02  1.91e-02 1.001 1.22e-04 0.000461    
## 3746  1.36e-02 -1.10e-02  1.83e-02  2.33e-02 1.001 1.81e-04 0.000556    
## 3747  1.39e-02 -9.34e-03  1.77e-02  2.97e-02 0.999 2.93e-04 0.000333    
## 3748  3.27e-04 -6.68e-04 -4.74e-04 -2.20e-03 1.001 1.62e-06 0.000388    
## 3749 -1.21e-02  1.47e-02 -1.14e-02  1.82e-02 1.001 1.10e-04 0.000607    
## 3750 -3.04e-03  3.87e-03 -2.36e-03  5.26e-03 1.001 9.22e-06 0.000463    
## 3751 -1.32e-02  9.22e-03 -3.49e-03 -2.19e-02 1.000 1.59e-04 0.000264    
## 3752 -3.93e-03  2.49e-03 -4.92e-03 -8.93e-03 1.001 2.66e-05 0.000308    
## 3753  7.92e-03 -6.72e-03  6.26e-03  9.59e-03 1.001 3.07e-05 0.000448    
## 3754 -1.78e-02  2.21e-02 -1.54e-02  2.85e-02 1.000 2.70e-04 0.000524    
## 3755  5.75e-04 -1.34e-03 -1.32e-03 -5.05e-03 1.001 8.50e-06 0.000397    
## 3756 -5.51e-03  2.73e-03 -6.51e-03 -1.54e-02 1.000 7.94e-05 0.000261    
## 3757 -6.25e-03  5.02e-03 -3.94e-03 -8.12e-03 1.001 2.20e-05 0.000337    
## 3758  1.56e-02 -1.39e-02  1.46e-02  1.84e-02 1.001 1.13e-04 0.000686    
## 3759 -1.39e-02  2.06e-02 -2.19e-03  4.09e-02 0.998 5.57e-04 0.000371    
## 3760 -1.00e-02  1.52e-02 -7.68e-04  3.13e-02 0.999 3.27e-04 0.000370    
## 3761 -8.79e-03  1.15e-02 -5.96e-03  1.66e-02 1.001 9.21e-05 0.000425    
## 3762  7.57e-05 -5.00e-05  9.64e-06  1.39e-04 1.001 6.40e-09 0.000259    
## 3763  2.14e-02 -1.44e-02  3.62e-03  3.79e-02 0.997 4.80e-04 0.000260   *
## 3764 -2.71e-02  3.39e-02 -2.29e-02  4.42e-02 0.999 6.52e-04 0.000505    
## 3765  1.63e-03 -2.75e-03  2.92e-03 -5.76e-03 1.001 1.11e-05 0.000289    
## 3766  2.74e-02 -2.55e-02  1.48e-02  2.84e-02 1.002 2.68e-04 0.001285    
## 3767 -1.01e-02  1.30e-02 -7.31e-03  1.82e-02 1.001 1.11e-04 0.000441    
## 3768 -5.02e-03  1.91e-03 -1.69e-02 -2.74e-02 1.000 2.51e-04 0.000596    
## 3769  7.80e-03 -5.17e-03  9.88e-03  1.69e-02 1.000 9.53e-05 0.000326    
## 3770 -2.25e-04 -6.48e-04 -2.88e-03 -6.46e-03 1.001 1.39e-05 0.000462    
## 3771  3.00e-03 -4.22e-03  1.16e-03 -7.36e-03 1.001 1.81e-05 0.000379    
## 3772  1.42e-02 -1.86e-02  9.43e-03 -2.72e-02 1.000 2.47e-04 0.000420    
## 3773 -5.70e-03  7.64e-03 -3.34e-03  1.18e-02 1.001 4.61e-05 0.000402    
## 3774 -1.35e-03  2.46e-03  1.12e-03  7.06e-03 1.001 1.66e-05 0.000379    
## 3775  2.35e-03 -1.75e-03  1.00e-03  3.48e-03 1.001 4.04e-06 0.000281    
## 3776  2.35e-03 -1.68e-03 -3.13e-03  7.03e-03 1.002 1.65e-05 0.001168    
## 3777 -1.26e-04  2.50e-04 -6.06e-04  8.38e-04 1.001 2.34e-07 0.000539    
## 3778  1.92e-05  4.87e-05 -2.14e-04  3.95e-04 1.001 5.19e-08 0.000365    
## 3779 -1.19e-02  1.62e-02 -6.45e-03  2.56e-02 1.000 2.19e-04 0.000395    
## 3780 -3.64e-03  1.66e-03  2.17e-03 -1.05e-02 1.001 3.66e-05 0.000269    
## 3781 -4.33e-03  6.83e-03  4.48e-04  1.53e-02 1.001 7.81e-05 0.000370    
## 3782  3.02e-02 -3.40e-02  3.61e-02 -4.03e-02 1.002 5.41e-04 0.001889   *
## 3783 -1.31e-02  1.93e-02 -2.71e-02  3.73e-02 0.999 4.64e-04 0.000437    
## 3784 -3.68e-03  6.33e-04 -3.73e-03 -1.54e-02 1.000 7.86e-05 0.000228    
## 3785 -9.47e-04  1.82e-03 -4.34e-03  5.93e-03 1.001 1.17e-05 0.000553    
## 3786 -6.46e-03  8.77e-03 -3.46e-03  1.39e-02 1.001 6.48e-05 0.000394    
## 3787  1.02e-02 -1.40e-02  2.68e-02 -3.14e-02 1.001 3.29e-04 0.000952    
## 3788  2.32e-03 -3.15e-03  6.01e-03 -7.00e-03 1.002 1.63e-05 0.000976    
## 3789  4.65e-03 -6.23e-03  2.71e-03 -9.60e-03 1.001 3.07e-05 0.000402    
## 3790 -1.25e-02  1.63e-02 -2.00e-02  2.54e-02 1.000 2.16e-04 0.000558    
## 3791  4.86e-03 -6.70e-03  2.32e-03 -1.10e-02 1.001 4.07e-05 0.000387    
## 3792 -7.22e-03  1.19e-02  2.14e-03  2.88e-02 1.000 2.76e-04 0.000372    
## 3793 -8.76e-03  7.05e-03 -5.58e-03 -1.13e-02 1.001 4.29e-05 0.000340    
## 3794 -5.54e-03  6.95e-03 -4.59e-03  9.13e-03 1.001 2.78e-05 0.000495    
## 3795 -2.04e-02  1.88e-02  6.32e-04 -2.87e-02 1.003 2.74e-04 0.002408   *
## 3796 -6.81e-03  9.07e-03 -4.10e-03  1.38e-02 1.001 6.36e-05 0.000406    
## 3797  1.96e-02 -2.61e-02  1.17e-02 -3.98e-02 0.999 5.28e-04 0.000405    
## 3798 -2.13e-04  5.11e-04 -1.33e-03  1.93e-03 1.001 1.25e-06 0.000491    
## 3799  1.95e-03  2.55e-03 -1.33e-02  2.58e-02 1.000 2.21e-04 0.000350    
## 3800  3.18e-03 -7.78e-03 -8.36e-03 -3.05e-02 1.000 3.11e-04 0.000400    
## 3801  9.61e-04  1.24e-03  2.56e-04  1.05e-02 1.001 3.66e-05 0.000215    
## 3802  1.18e-02 -1.39e-02  1.22e-02 -1.66e-02 1.001 9.17e-05 0.000812    
## 3803  3.41e-03 -1.99e-03 -4.99e-04  7.52e-03 1.001 1.89e-05 0.000259    
## 3804 -1.67e-02  2.16e-02 -1.20e-02  3.04e-02 1.000 3.08e-04 0.000438    
## 3805  2.94e-04  3.36e-03 -1.45e-03  1.72e-02 1.000 9.90e-05 0.000216    
## 3806  1.79e-02 -1.39e-02  9.72e-03  2.45e-02 1.000 2.00e-04 0.000305    
## 3807 -9.75e-04  5.30e-04  2.74e-04 -2.34e-03 1.001 1.82e-06 0.000261    
## 3808 -8.45e-03  1.41e-02 -3.13e-02  4.07e-02 1.000 5.52e-04 0.000631    
## 3809  2.01e-03 -2.38e-03  3.08e-03 -3.38e-03 1.002 3.82e-06 0.001255   *
## 3810 -6.67e-03  4.78e-03 -1.59e-02 -2.12e-02 1.001 1.50e-04 0.000848    
## 3811  2.22e-03 -1.84e-03  1.61e-03  2.74e-03 1.001 2.51e-06 0.000393    
## 3812 -1.00e-02  1.33e-02 -6.04e-03  2.03e-02 1.000 1.37e-04 0.000406    
## 3813 -3.75e-02  4.57e-02 -3.49e-02  5.68e-02 0.998 1.07e-03 0.000594   *
## 3814 -5.65e-03  1.38e-02 -3.63e-02  5.29e-02 0.998 9.32e-04 0.000487   *
## 3815 -8.05e-03  6.81e-03  1.58e-03 -1.29e-02 1.001 5.53e-05 0.000951    
## 3816  2.68e-04 -1.24e-03  3.79e-03 -6.00e-03 1.001 1.20e-05 0.000428    
## 3817 -2.35e-03  6.81e-03 -1.89e-02  2.83e-02 1.000 2.67e-04 0.000462    
## 3818 -1.01e-02  1.31e-02 -7.31e-03  1.84e-02 1.001 1.12e-04 0.000440    
## 3819  8.52e-03 -1.07e-02  7.00e-03 -1.41e-02 1.001 6.67e-05 0.000490    
## 3820 -3.34e-04  7.61e-04 -1.95e-03  2.80e-03 1.001 2.61e-06 0.000501    
## 3821 -2.94e-03  5.78e-04  4.43e-03 -1.27e-02 1.001 5.41e-05 0.000293    
## 3822 -1.44e-02  1.86e-02 -3.38e-02  3.81e-02 1.001 4.83e-04 0.001220    
## 3823 -1.48e-02  2.02e-02 -7.46e-03  3.28e-02 0.999 3.58e-04 0.000390    
## 3824 -8.18e-03  1.07e-02 -5.48e-03  1.56e-02 1.001 8.09e-05 0.000422    
## 3825 -1.17e-02  9.13e-03 -6.53e-03 -1.58e-02 1.000 8.31e-05 0.000310    
## 3826 -1.16e-02  9.23e-03 -6.95e-03 -1.54e-02 1.000 7.90e-05 0.000323    
## 3827  1.33e-04 -2.60e-03  1.46e-03 -1.16e-02 1.000 4.52e-05 0.000218    
## 3828  1.99e-04  3.55e-04 -1.69e-03  3.19e-03 1.001 3.40e-06 0.000357    
## 3829  3.80e-04 -3.27e-03 -7.78e-03 -2.04e-02 1.000 1.38e-04 0.000433    
## 3830 -5.78e-03  3.90e-03 -1.45e-02 -2.00e-02 1.001 1.33e-04 0.000783    
## 3831 -4.12e-04  4.95e-04 -4.06e-04  6.00e-04 1.001 1.20e-07 0.000682    
## 3832 -8.69e-03  3.98e-03 -2.73e-02 -4.28e-02 0.999 6.10e-04 0.000623    
## 3833 -7.98e-03  1.10e-02 -3.76e-03  1.82e-02 1.000 1.11e-04 0.000386    
## 3834  2.15e-05 -1.28e-05  5.87e-05  8.54e-05 1.001 2.43e-09 0.000702    
## 3835  8.87e-03 -4.07e-03  2.78e-02  4.37e-02 0.999 6.36e-04 0.000623    
## 3836 -1.99e-03  7.56e-03  1.30e-02  3.83e-02 0.999 4.89e-04 0.000418    
## 3837  2.34e-03 -4.30e-03 -2.01e-03 -1.24e-02 1.001 5.15e-05 0.000380    
## 3838  3.24e-04 -2.89e-04  6.80e-05  3.94e-04 1.002 5.17e-08 0.000965    
## 3839  9.23e-03 -4.70e-03  2.76e-02  4.23e-02 1.000 5.95e-04 0.000646    
## 3840  1.02e-03 -5.33e-04  1.22e-03  2.76e-03 1.001 2.55e-06 0.000267    
## 3841  1.97e-04  1.69e-04  1.37e-03  2.80e-03 1.001 2.62e-06 0.000486    
## 3842 -1.35e-03  3.27e-03  3.45e-03  1.27e-02 1.001 5.40e-05 0.000399    
## 3843  4.70e-03 -4.52e-03  2.98e-03  4.72e-03 1.003 7.42e-06 0.002621   *
## 3844 -1.54e-03  7.42e-04  7.70e-04 -4.20e-03 1.001 5.89e-06 0.000266    
## 3845 -5.68e-05  8.12e-04 -2.74e-03  4.55e-03 1.001 6.91e-06 0.000403    
## 3846  7.83e-05 -3.30e-04  2.42e-04 -1.19e-03 1.001 4.71e-07 0.000224    
## 3847 -2.54e-04  4.74e-04  2.40e-04  1.40e-03 1.001 6.55e-07 0.000381    
## 3848 -6.17e-04 -3.51e-04  2.59e-03 -5.44e-03 1.001 9.87e-06 0.000333    
## 3849 -6.75e-03  9.85e-03 -1.62e-03  1.87e-02 1.000 1.16e-04 0.000373    
## 3850  1.53e-03 -5.19e-04  5.35e-03  8.84e-03 1.001 2.60e-05 0.000584    
## 3851 -5.52e-04  1.95e-04 -1.90e-03 -3.12e-03 1.001 3.25e-06 0.000588    
## 3852 -2.62e-03  3.17e-03 -2.54e-03  3.87e-03 1.001 4.98e-06 0.000649    
## 3853 -1.40e-03  2.26e-03  2.81e-04  5.27e-03 1.001 9.27e-06 0.000371    
## 3854 -8.20e-06 -4.90e-07 -3.80e-05 -7.02e-05 1.001 1.64e-09 0.000524    
## 3855 -1.34e-03  3.49e-03 -9.36e-03  1.38e-02 1.001 6.34e-05 0.000477    
## 3856 -2.84e-03  2.06e-03 -6.70e-03 -8.85e-03 1.001 2.61e-05 0.000867    
## 3857 -4.73e-03  8.51e-03 -8.75e-03  1.90e-02 1.000 1.21e-04 0.000272    
## 3858 -3.93e-03 -6.57e-04 -3.31e-03 -2.24e-02 0.999 1.67e-04 0.000219    
## 3859  1.20e-03 -7.03e-04  1.47e-03  2.94e-03 1.001 2.88e-06 0.000287    
## 3860  5.66e-06  1.24e-04 -4.50e-04  7.73e-04 1.001 1.99e-07 0.000390    
## 3861  5.57e-04  3.70e-03 -1.43e-02  2.51e-02 1.000 2.10e-04 0.000380    
## 3862  1.04e-03 -1.67e-03 -2.00e-04 -3.88e-03 1.001 5.02e-06 0.000371    
## 3863 -1.72e-03  3.61e-03  2.77e-03  1.23e-02 1.001 5.01e-05 0.000390    
## 3864  1.46e-03 -1.04e-03 -1.90e-03  4.29e-03 1.002 6.15e-06 0.001163    
## 3865 -8.00e-04  4.71e-04  9.92e-05 -1.74e-03 1.001 1.01e-06 0.000258    
## 3866  7.95e-03 -1.16e-02  1.33e-02 -2.06e-02 1.000 1.42e-04 0.000369    
## 3867 -1.53e-02  1.85e-02 -1.47e-02  2.26e-02 1.001 1.71e-04 0.000642    
## 3868  5.94e-03 -5.28e-03 -2.62e-03  1.09e-02 1.003 3.99e-05 0.002554   *
## 3869  3.15e-02 -3.91e-02  2.73e-02 -5.03e-02 0.998 8.42e-04 0.000525    
## 3870 -2.60e-02  2.28e-02  6.76e-03 -4.26e-02 1.002 6.06e-04 0.001613    
## 3871 -1.28e-02  7.32e-03 -1.56e-02 -3.18e-02 0.999 3.37e-04 0.000283    
## 3872 -5.90e-03  3.07e-03  2.13e-03 -1.49e-02 1.000 7.36e-05 0.000263    
## 3873  1.35e-03 -3.31e-03  2.95e-03 -9.42e-03 1.001 2.96e-05 0.000238    
## 3874  1.89e-03 -6.78e-03 -1.12e-02 -3.35e-02 0.999 3.74e-04 0.000416    
## 3875  9.70e-03 -1.57e-02 -2.13e-03 -3.69e-02 0.999 4.53e-04 0.000371    
## 3876 -2.28e-02  1.87e-02 -3.08e-02 -3.86e-02 1.000 4.95e-04 0.000592    
## 3877 -7.40e-03  2.98e-03  5.76e-03 -2.34e-02 1.000 1.83e-04 0.000274    
## 3878 -3.43e-02  3.31e-02 -2.82e-02 -3.51e-02 1.003 4.11e-04 0.002624   *
## 3879 -2.97e-02  2.51e-02  5.27e-03 -4.68e-02 1.000 7.31e-04 0.000949    
## 3880 -1.72e-04  6.45e-04 -1.89e-03  2.94e-03 1.001 2.89e-06 0.000440    
## 3881 -1.28e-02  9.93e-03  9.83e-03 -2.90e-02 1.001 2.80e-04 0.001058    
## 3882 -3.83e-03  1.68e-03  2.50e-03 -1.14e-02 1.001 4.30e-05 0.000271    
## 3883 -1.20e-02  7.65e-03 -1.08e-02 -2.41e-02 0.999 1.94e-04 0.000258    
## 3884 -1.60e-03 -6.74e-04  5.90e-03 -1.27e-02 1.001 5.40e-05 0.000328    
## 3885  2.43e-02 -2.22e-02  3.82e-03  3.00e-02 1.002 3.01e-04 0.001599   *
## 3886  3.49e-03 -1.90e-03 -9.70e-04  8.35e-03 1.001 2.33e-05 0.000261    
## 3887 -8.89e-04  5.93e-04 -1.37e-04 -1.60e-03 1.001 8.49e-07 0.000259    
## 3888 -1.53e-02  1.95e-02 -3.51e-02  3.92e-02 1.001 5.12e-04 0.001302    
## 3889  1.64e-03 -2.51e-03  5.69e-05 -5.29e-03 1.001 9.33e-06 0.000370    
## 3890 -4.43e-03  1.45e-03  4.63e-03 -1.59e-02 1.000 8.41e-05 0.000281    
## 3891  3.79e-03 -2.34e-03 -8.64e-05  7.70e-03 1.001 1.98e-05 0.000257    
## 3892 -1.48e-03 -8.10e-04  6.12e-03 -1.29e-02 1.001 5.54e-05 0.000332    
## 3893 -2.76e-02  2.57e-02 -1.54e-02 -2.84e-02 1.002 2.68e-04 0.001327    
## 3894  5.67e-03 -8.50e-03  1.75e-02 -2.16e-02 1.001 1.55e-04 0.000752    
## 3895  1.12e-04 -2.79e-03  9.59e-03 -1.61e-02 1.001 8.62e-05 0.000399    
## 3896  5.12e-03 -7.84e-03  1.36e-04 -1.66e-02 1.001 9.16e-05 0.000370    
## 3897  1.42e-02 -1.11e-02 -1.05e-02  3.17e-02 1.001 3.36e-04 0.001052    
## 3898  2.94e-02 -3.83e-02  2.02e-02 -5.51e-02 0.997 1.01e-03 0.000427   *
## 3899 -1.06e-03  3.72e-04  1.02e-03 -3.66e-03 1.001 4.48e-06 0.000279    
## 3900  2.41e-02 -2.91e-02  3.73e-02 -4.18e-02 1.001 5.81e-04 0.001060    
## 3901 -3.89e-03  3.06e-03 -2.25e-03 -5.20e-03 1.001 9.01e-06 0.000317    
## 3902  1.45e-02 -1.60e-02  1.81e-02 -1.93e-02 1.004 1.24e-04 0.002976   *
## 3903  1.11e-02 -1.04e-02  4.06e-03  1.22e-02 1.002 4.95e-05 0.001770   *
## 3904  7.79e-03 -1.11e-02  2.18e-02 -2.61e-02 1.001 2.27e-04 0.000855    
## 3905 -1.24e-02  9.15e-03 -5.02e-03 -1.86e-02 1.000 1.15e-04 0.000278    
## 3906  1.48e-02 -2.03e-02  7.38e-03 -3.31e-02 0.999 3.66e-04 0.000389    
## 3907  8.53e-03 -1.02e-02  1.32e-02 -1.47e-02 1.002 7.18e-05 0.001096    
## 3908  7.02e-03 -9.82e-03  1.15e-02 -1.65e-02 1.001 9.12e-05 0.000419    
## 3909 -4.97e-04 -1.48e-03  6.31e-03 -1.15e-02 1.001 4.43e-05 0.000368    
## 3910  5.03e-03 -8.68e-03  1.22e-02 -1.98e-02 1.000 1.31e-04 0.000333    
## 3911  2.38e-02 -1.98e-02  1.76e-02  2.93e-02 1.000 2.86e-04 0.000402    
## 3912 -1.72e-02  1.37e-02 -3.71e-02 -4.59e-02 1.000 7.03e-04 0.001063    
## 3913  1.70e-02 -2.12e-02  1.44e-02 -2.75e-02 1.000 2.52e-04 0.000511    
## 3914 -1.26e-01  1.21e-01 -8.20e-02 -1.26e-01 1.000 5.31e-03 0.002723   *
## 3915 -1.61e-03  2.48e-03 -3.18e-07  5.30e-03 1.001 9.38e-06 0.000370    
## 3916 -7.91e-04 -3.76e-04 -5.40e-04 -5.63e-03 1.001 1.06e-05 0.000217    
## 3917 -5.24e-04 -4.27e-03  1.62e-02 -2.83e-02 1.000 2.67e-04 0.000382    
## 3918  7.63e-03 -1.15e-02  2.37e-02 -2.93e-02 1.001 2.87e-04 0.000745    
## 3919 -7.79e-03  4.92e-03 -2.35e-04 -1.52e-02 1.000 7.75e-05 0.000257    
## 3920 -2.75e-02  2.14e-02 -3.65e-02 -4.94e-02 0.998 8.14e-04 0.000473   *
## 3921 -4.63e-04  3.60e-04 -2.51e-04 -6.33e-04 1.001 1.34e-07 0.000306    
## 3922  6.05e-03 -8.80e-03  1.01e-02 -1.56e-02 1.001 8.07e-05 0.000372    
## 3923 -1.55e-02  1.03e-02 -2.09e-03 -2.82e-02 0.999 2.65e-04 0.000259    
## 3924  2.32e-02 -2.88e-02  2.01e-02 -3.69e-02 1.000 4.55e-04 0.000525    
## 3925 -1.12e-02  8.97e-03  6.62e-03 -2.30e-02 1.001 1.77e-04 0.001021    
## 3926  5.24e-03 -6.74e-03  8.31e-03 -1.03e-02 1.001 3.55e-05 0.000611    
## 3927  2.38e-03 -3.76e-03  8.01e-03 -1.01e-02 1.001 3.43e-05 0.000685    
## 3928  2.87e-02 -3.40e-02  2.98e-02 -4.04e-02 1.000 5.45e-04 0.000810    
## 3929  4.61e-02 -5.58e-02  4.43e-02 -6.84e-02 0.997 1.56e-03 0.000638   *
## 3930  5.76e-03 -1.10e-02 -6.04e-03 -3.32e-02 0.999 3.68e-04 0.000383    
## 3931  6.95e-03 -4.91e-04 -1.35e-02  3.52e-02 0.998 4.12e-04 0.000302    
## 3932 -5.17e-04  3.08e-04  5.15e-05 -1.11e-03 1.001 4.07e-07 0.000258    
## 3933  4.98e-04  4.11e-03 -1.56e-02  2.72e-02 1.000 2.47e-04 0.000383    
## 3934  3.56e-02 -4.34e-02  3.32e-02 -5.38e-02 0.998 9.64e-04 0.000598    
## 3935  5.60e-05 -3.57e-04  1.14e-03 -1.84e-03 1.001 1.12e-06 0.000417    
## 3936  2.75e-02 -2.35e-02  2.21e-02  3.32e-02 1.000 3.67e-04 0.000463    
## 3937  7.32e-03 -3.69e-03  8.68e-03  2.02e-02 1.000 1.36e-04 0.000263    
## 3938 -2.09e-03  2.88e-03 -9.81e-04  4.77e-03 1.001 7.59e-06 0.000386    
## 3939 -2.19e-02  2.77e-02 -1.77e-02  3.70e-02 0.999 4.55e-04 0.000479    
## 3940 -2.94e-06  1.37e-04 -7.31e-05  6.33e-04 1.001 1.34e-07 0.000218    
## 3941  5.83e-05  1.24e-03  3.86e-03  9.37e-03 1.001 2.93e-05 0.000446    
## 3942 -1.27e-02  1.89e-02 -3.88e-02  4.76e-02 1.000 7.56e-04 0.000762    
## 3943  1.29e-03 -2.04e-03 -1.55e-04 -4.61e-03 1.001 7.08e-06 0.000370    
## 3944  1.82e-02 -1.47e-02  1.17e-02  2.35e-02 1.000 1.84e-04 0.000342    
## 3945  2.79e-04 -5.04e-04 -2.15e-04 -1.42e-03 1.001 6.76e-07 0.000379    
## 3946 -1.13e-03  5.74e-05 -4.87e-03 -8.77e-03 1.001 2.56e-05 0.000535    
## 3947 -2.53e-04  1.10e-03  2.07e-03  5.89e-03 1.001 1.15e-05 0.000422    
## 3948 -1.55e-03  3.36e-03  2.81e-03  1.18e-02 1.001 4.65e-05 0.000392    
## 3949 -2.69e-02  2.28e-02 -2.13e-02 -3.26e-02 1.000 3.54e-04 0.000447    
## 3950 -8.33e-02  7.91e-02 -4.33e-02 -8.55e-02 1.001 2.44e-03 0.002116   *
## 3951  1.33e-03  1.64e-03  1.07e-02  2.25e-02 1.000 1.69e-04 0.000478    
## 3952 -1.15e-02  1.35e-02 -1.26e-02  1.59e-02 1.001 8.38e-05 0.000995    
## 3953 -2.67e-04  5.62e-04  4.36e-04  1.92e-03 1.001 1.22e-06 0.000390    
## 3954 -7.83e-02  7.51e-02 -6.09e-02 -7.96e-02 1.001 2.11e-03 0.002263   *
## 3955 -2.15e-02  2.59e-02 -2.08e-02  3.17e-02 1.000 3.34e-04 0.000650    
## 3956 -9.03e-03  1.14e-02 -7.44e-03  1.50e-02 1.001 7.48e-05 0.000491    
## 3957  5.28e-05  3.77e-03  1.11e-02  2.74e-02 1.000 2.50e-04 0.000443    
## 3958 -6.66e-03  1.10e-02  2.08e-03  2.68e-02 1.000 2.39e-04 0.000372    
## 3959 -1.18e-03  8.33e-04 -3.46e-04 -1.91e-03 1.001 1.22e-06 0.000266    
## 3960 -6.43e-02  6.04e-02 -1.12e-01 -1.20e-01 1.001 4.76e-03 0.003079   *
## 3961 -8.03e-04  1.28e-03  1.09e-04  2.90e-03 1.001 2.80e-06 0.000370    
## 3962 -3.71e-03  1.56e-03 -1.21e-02 -1.93e-02 1.001 1.24e-04 0.000608    
## 3963  1.84e-02 -1.56e-02  1.46e-02  2.22e-02 1.000 1.65e-04 0.000454    
## 3964 -1.30e-03 -9.08e-04 -8.45e-03 -1.70e-02 1.001 9.69e-05 0.000490    
## 3965  4.22e-02 -3.96e-02  4.68e-02  5.10e-02 1.001 8.66e-04 0.001642    
## 3966 -6.50e-03  7.52e-03 -7.23e-03  8.84e-03 1.002 2.61e-05 0.001116    
## 3967  9.29e-04  2.41e-03  1.11e-02  2.47e-02 1.000 2.04e-04 0.000464    
## 3968  3.76e-03  8.43e-04  1.92e-02  3.65e-02 1.000 4.45e-04 0.000512    
## 3969 -8.17e-04 -1.02e-17  7.52e-18 -3.83e-03 1.001 4.89e-06 0.000207    
## 3970  1.14e-02 -7.39e-03  2.95e-02  4.14e-02 1.000 5.72e-04 0.000750    
## 3971  1.20e-02 -9.46e-03  7.06e-03  1.59e-02 1.000 8.41e-05 0.000321    
## 3972  1.71e-03  1.00e-04 -4.12e-03  9.97e-03 1.001 3.31e-05 0.000311    
## 3973  7.80e-04  1.88e-04  4.03e-03  7.68e-03 1.001 1.97e-05 0.000511    
## 3974  5.77e-03 -1.35e-03 -7.93e-03  2.37e-02 1.000 1.88e-04 0.000290    
## 3975 -1.24e-03 -4.87e-04 -6.95e-03 -1.36e-02 1.001 6.12e-05 0.000502    
## 3976 -9.51e-04  8.81e-04 -1.01e-03 -1.14e-03 1.002 4.30e-07 0.001259   *
## 3977  3.16e-03 -4.62e-04 -5.32e-03  1.46e-02 1.000 7.10e-05 0.000297    
## 3978 -9.31e-05  2.49e-05 -3.44e-04 -5.82e-04 1.001 1.13e-07 0.000568    
## 3979  3.02e-03 -2.10e-03  7.46e-04  5.07e-03 1.001 8.58e-06 0.000263    
## 3980 -3.97e-03  7.62e-03  4.34e-03  2.33e-02 1.000 1.81e-04 0.000383    
## 3981  1.67e-02 -2.04e-02  1.55e-02 -2.53e-02 1.001 2.14e-04 0.000594    
## 3982 -8.45e-03  1.28e-02 -6.69e-04  2.64e-02 1.000 2.32e-04 0.000370    
## 3983 -1.24e-03  1.76e-03 -4.46e-04  3.12e-03 1.001 3.25e-06 0.000378    
## 3984 -6.95e-04  1.67e-03  1.74e-03  6.47e-03 1.001 1.40e-05 0.000399    
## 3985 -7.08e-03  4.37e-03 -1.90e-02 -2.72e-02 1.001 2.47e-04 0.000719    
## 3986 -7.76e-03  9.02e-03 -1.47e-02  1.55e-02 1.003 7.96e-05 0.002824   *
## 3987 -5.85e-04  1.93e-03  2.97e-03  9.14e-03 1.001 2.79e-05 0.000414    
## 3988  2.49e-03 -1.89e-03  1.21e-03  3.53e-03 1.001 4.15e-06 0.000292    
## 3989  1.17e-02 -9.01e-03  1.54e-02  2.12e-02 1.000 1.49e-04 0.000459    
## 3990 -5.74e-03  1.06e-02  5.05e-03  3.08e-02 0.999 3.16e-04 0.000380    
## 3991  7.21e-03 -2.31e-03  2.55e-02  4.24e-02 0.999 5.99e-04 0.000580    
## 3992  6.96e-03 -1.08e-03  2.80e-02  4.90e-02 0.998 8.01e-04 0.000548    
## 3993  2.89e-03 -2.45e-03  2.28e-03  3.50e-03 1.001 4.07e-06 0.000448    
## 3994  3.46e-03 -5.30e-03  1.00e-04 -1.12e-02 1.001 4.18e-05 0.000370    
## 3995  2.71e-03 -2.06e-03  1.30e-03  3.86e-03 1.001 4.97e-06 0.000290    
## 3996  3.60e-03  1.10e-03  2.77e-03  2.28e-02 0.999 1.73e-04 0.000218    
## 3997 -2.80e-05  2.19e-03 -1.15e-03  1.02e-02 1.001 3.44e-05 0.000217    
## 3998  3.82e-03 -6.13e-03  1.32e-02 -1.69e-02 1.001 9.49e-05 0.000667    
## 3999  4.66e-03 -5.63e-03  4.50e-03 -6.89e-03 1.001 1.58e-05 0.000645    
## 4000 -8.09e-03  5.07e-03 -1.01e-02 -1.86e-02 1.000 1.15e-04 0.000305    
## 4001  3.27e-03 -1.98e-04 -6.50e-03  1.68e-02 1.000 9.36e-05 0.000303    
## 4002  7.99e-03 -4.57e-03 -1.45e-03  1.80e-02 1.000 1.08e-04 0.000259    
## 4003  9.11e-04 -2.87e-03  2.31e-03 -9.29e-03 1.001 2.88e-05 0.000229    
## 4004  2.09e-03 -3.32e-03 -3.00e-04 -7.58e-03 1.001 1.91e-05 0.000370    
## 4005  1.16e-02 -1.66e-02  3.60e-03 -3.02e-02 0.999 3.04e-04 0.000375    
## 4006  3.57e-02 -3.40e-02  1.86e-02  3.67e-02 1.002 4.49e-04 0.002118   *
## 4007 -1.09e-02  1.43e-02 -7.36e-03  2.08e-02 1.000 1.44e-04 0.000423    
## 4008  5.74e-03 -8.46e-03  1.72e-02 -2.10e-02 1.001 1.47e-04 0.000779    
## 4009  9.44e-03 -1.27e-02  5.45e-03 -1.96e-02 1.000 1.28e-04 0.000401    
## 4010 -7.13e-03  9.56e-03 -4.16e-03  1.47e-02 1.001 7.24e-05 0.000402    
## 4011 -1.22e-02  9.05e-03 -5.12e-03 -1.81e-02 1.000 1.09e-04 0.000280    
## 4012 -2.68e-02  3.36e-02 -2.21e-02  4.43e-02 0.999 6.53e-04 0.000492    
## 4013  4.08e-04 -6.52e-04  7.13e-04 -1.29e-03 1.001 5.51e-07 0.000310    
## 4014 -8.74e-03  4.16e-03 -1.02e-02 -2.52e-02 0.999 2.11e-04 0.000257    
## 4015 -1.47e-02  1.79e-02 -1.41e-02  2.19e-02 1.001 1.60e-04 0.000631    
## 4016  5.71e-04 -1.57e-04 -7.02e-04  2.22e-03 1.001 1.64e-06 0.000286    
## 4017  9.77e-03 -1.38e-02  3.52e-03 -2.45e-02 1.000 2.01e-04 0.000378    
## 4018  3.87e-03 -6.45e-03  1.42e-02 -1.85e-02 1.001 1.14e-04 0.000634    
## 4019 -3.72e-03  1.99e-03 -4.47e-03 -9.86e-03 1.001 3.24e-05 0.000270    
## 4020  3.39e-02 -2.98e-02  3.29e-03  4.43e-02 1.000 6.55e-04 0.000942    
## 4021 -7.16e-03  5.30e-03  7.87e-03 -1.92e-02 1.002 1.23e-04 0.001125    
## 4022 -3.25e-04  3.47e-03  8.59e-03  2.22e-02 1.000 1.65e-04 0.000435    
## 4023 -4.49e-03  1.11e-03 -4.73e-03 -1.73e-02 1.000 9.95e-05 0.000232    
## 4024  5.74e-03 -3.94e-03  1.43e-02  1.95e-02 1.001 1.26e-04 0.000797    
## 4025 -1.43e-02  1.66e-02 -1.58e-02  1.96e-02 1.001 1.28e-04 0.001063    
## 4026 -5.57e-03  7.96e-03 -1.83e-03  1.44e-02 1.001 6.90e-05 0.000376    
## 4027  7.40e-04 -9.75e-04  1.19e-03 -1.53e-03 1.001 7.83e-07 0.000535    
## 4028 -1.53e-03  2.19e-03 -4.57e-04  4.03e-03 1.001 5.41e-06 0.000375    
## 4029 -8.84e-03  1.13e-02 -6.76e-03  1.55e-02 1.001 7.97e-05 0.000457    
## 4030 -8.60e-05  2.10e-04  2.26e-04  8.25e-04 1.001 2.27e-07 0.000400    
## 4031 -9.37e-04  7.00e-04 -1.23e-03 -1.77e-03 1.001 1.04e-06 0.000414    
## 4032  1.00e-02 -1.38e-02  1.64e-02 -2.26e-02 1.000 1.71e-04 0.000449    
## 4033 -2.35e-04 -1.87e-04  1.18e-03 -2.39e-03 1.001 1.90e-06 0.000340    
## 4034  1.19e-02 -1.52e-02  9.29e-03 -2.06e-02 1.001 1.41e-04 0.000465    
## 4035 -3.72e-05  7.23e-04 -2.47e-03  4.13e-03 1.001 5.67e-06 0.000401    
## 4036 -2.61e-02  3.26e-02 -4.09e-02  4.83e-02 1.000 7.76e-04 0.000767    
## 4037 -6.12e-03  5.16e-03 -1.24e-02 -1.47e-02 1.002 7.17e-05 0.001299    
## 4038  4.08e-03 -3.79e-03  3.22e-04  5.31e-03 1.003 9.41e-06 0.002416   *
## 4039 -3.07e-03  2.27e-03 -1.28e-03 -4.56e-03 1.001 6.92e-06 0.000279    
## 4040  1.97e-03 -6.79e-03  1.96e-02 -3.02e-02 1.000 3.04e-04 0.000446    
## 4041  8.50e-03 -6.02e-03  2.55e-03  1.37e-02 1.000 6.28e-05 0.000267    
## 4042  2.25e-02 -1.82e-02 -2.34e-02  5.80e-02 1.001 1.12e-03 0.001878   *
## 4043  3.27e-02 -2.73e-02 -9.44e-03  5.55e-02 1.000 1.03e-03 0.000964    
## 4044 -1.84e-03 -1.20e-03 -1.17e-02 -2.35e-02 1.000 1.84e-04 0.000492    
## 4045  8.88e-02 -1.00e-01  1.07e-01 -1.19e-01 0.998 4.68e-03 0.001955   *
## 4046  4.00e-03 -3.15e-03 -2.76e-03  8.69e-03 1.002 2.52e-05 0.001042    
## 4047  3.76e-02 -4.63e-02  3.37e-02 -5.85e-02 0.997 1.14e-03 0.000554   *
## 4048 -3.33e-03  1.88e-03 -4.06e-03 -8.43e-03 1.001 2.37e-05 0.000279    
## 4049 -5.71e-02  5.29e-02 -1.77e-03 -7.68e-02 1.002 1.97e-03 0.002409   *
## 4050 -1.10e-03 -1.37e-17  1.02e-17 -5.17e-03 1.001 8.90e-06 0.000207    
## 4051  2.61e-02 -2.34e-02 -2.30e-03  3.82e-02 1.002 4.87e-04 0.001579    
## 4052 -7.06e-03  9.59e-03 -1.83e-02  2.13e-02 1.001 1.51e-04 0.000980    
## 4053 -4.96e-03  7.29e-03 -1.48e-02  1.80e-02 1.001 1.09e-04 0.000785    
## 4054 -2.83e-03  2.29e-03 -1.86e-03 -3.62e-03 1.001 4.37e-06 0.000350    
## 4055 -7.65e-02  7.13e-02 -2.41e-02 -8.61e-02 1.000 2.47e-03 0.001706   *
## 4056 -1.71e-02  1.57e-02 -2.83e-03 -2.11e-02 1.002 1.48e-04 0.001602   *
## 4057  2.93e-03 -7.77e-03  2.10e-02 -3.10e-02 1.000 3.20e-04 0.000474    
## 4058  3.03e-03 -2.08e-03 -7.04e-03  1.29e-02 1.003 5.54e-05 0.002240   *
## 4059  3.38e-02 -2.97e-02 -8.16e-03  5.48e-02 1.001 1.00e-03 0.001609    
## 4060 -2.23e-03  2.10e-03 -5.70e-04 -2.59e-03 1.003 2.23e-06 0.002530   *
## 4061  3.65e-04 -6.19e-04  1.38e-03 -1.80e-03 1.001 1.08e-06 0.000622    
## 4062 -5.08e-03  4.27e-03  1.22e-03 -8.37e-03 1.002 2.33e-05 0.000957    
## 4063  9.35e-03 -1.24e-02  1.50e-02 -1.98e-02 1.001 1.30e-04 0.000511    
## 4064  3.19e-03 -2.92e-03 -4.04e-04  4.78e-03 1.003 7.63e-06 0.002425   *
## 4065  3.96e-03 -6.00e-03  1.25e-02 -1.55e-02 1.001 7.96e-05 0.000735    
## 4066 -4.95e-03  5.99e-03 -4.76e-03  7.33e-03 1.001 1.79e-05 0.000639    
## 4067  3.68e-02 -4.22e-02  4.22e-02 -4.96e-02 1.001 8.19e-04 0.001349    
## 4068  6.29e-03 -1.78e-03  2.30e-02  3.87e-02 1.000 4.98e-04 0.000571    
## 4069 -1.16e-03  2.98e-03  3.45e-03  1.21e-02 1.001 4.91e-05 0.000402    
## 4070 -2.97e-03  7.65e-03 -6.68e-03  2.24e-02 1.000 1.67e-04 0.000236    
## 4071 -1.32e-03  2.99e-03  2.76e-03  1.10e-02 1.001 4.01e-05 0.000395    
## 4072  1.46e-02 -1.29e-02  2.80e-02  3.18e-02 1.002 3.37e-04 0.001654   *
## 4073 -9.77e-03  6.39e-03 -2.51e-02 -3.52e-02 1.000 4.12e-04 0.000756    
## 4074 -1.28e-02  6.30e-03 -3.91e-02 -6.03e-02 0.998 1.21e-03 0.000637   *
## 4075 -1.11e-03  3.90e-03  6.34e-03  1.91e-02 1.000 1.22e-04 0.000416    
## 4076 -6.15e-03  4.47e-03 -1.45e-02 -1.92e-02 1.001 1.22e-04 0.000867    
## 4077 -5.04e-03  8.94e-03  3.41e-03  2.46e-02 1.000 2.01e-04 0.000377    
## 4078 -3.59e-03  8.72e-03 -2.28e-02  3.32e-02 1.000 3.68e-04 0.000488    
## 4079 -2.50e-03  4.82e-04 -9.77e-03 -1.69e-02 1.001 9.58e-05 0.000554    
## 4080  4.71e-03 -3.76e-03  1.01e-02  1.25e-02 1.002 5.21e-05 0.001072    
## 4081 -3.27e-03  4.87e-04  5.47e-03 -1.51e-02 1.000 7.55e-05 0.000297    
## 4082 -1.76e-03  2.92e-04 -1.78e-03 -7.40e-03 1.001 1.83e-05 0.000228    
## 4083 -8.00e-04  6.42e-04 -1.07e-03 -1.39e-03 1.001 6.41e-07 0.000531    
## 4084  1.06e-03  1.32e-17 -9.78e-18  4.98e-03 1.001 8.27e-06 0.000207    
## 4085 -6.56e-04  2.44e-03  4.15e-03  1.23e-02 1.001 5.02e-05 0.000418    
## 4086  1.58e-03  1.97e-17 -1.46e-17  7.43e-03 1.001 1.84e-05 0.000207    
## 4087 -1.50e-03  1.98e-03 -9.85e-04  2.91e-03 1.001 2.82e-06 0.000418    
## 4088  4.61e-03 -7.15e-03 -1.30e-04 -1.55e-02 1.001 8.01e-05 0.000370    
## 4089  4.88e-03 -3.33e-03  1.21e-02  1.66e-02 1.001 9.23e-05 0.000792    
## 4090 -1.61e-02  2.14e-02 -9.95e-03  3.22e-02 0.999 3.45e-04 0.000409    
## 4091 -1.76e-03  2.55e-03 -4.79e-04  4.75e-03 1.001 7.53e-06 0.000374    
## 4092 -2.59e-03  6.08e-03  6.03e-03  2.30e-02 1.000 1.76e-04 0.000397    
## 4093 -8.23e-03  3.67e-03 -2.61e-02 -4.12e-02 1.000 5.66e-04 0.000618    
## 4094 -8.50e-03  5.32e-03 -2.25e-02 -3.21e-02 1.000 3.44e-04 0.000728    
## 4095 -1.88e-02  1.68e-02 -1.80e-02 -2.21e-02 1.001 1.63e-04 0.000767    
## 4096  1.44e-02 -1.96e-02  7.34e-03 -3.17e-02 0.999 3.34e-04 0.000391    
## 4097  4.51e-03 -3.61e-03  6.03e-03  7.86e-03 1.001 2.06e-05 0.000522    
## 4098  9.94e-05 -1.29e-04  6.98e-05 -1.84e-04 1.001 1.13e-08 0.000432    
## 4099  5.25e-04  8.52e-04  4.81e-03  1.03e-02 1.001 3.56e-05 0.000472    
## 4100 -1.81e-02  2.20e-02 -1.70e-02  2.71e-02 1.000 2.46e-04 0.000609    
## 4101 -4.78e-03  3.97e-03 -9.86e-03 -1.18e-02 1.002 4.65e-05 0.001218    
## 4102 -3.24e-03  2.85e-03 -2.51e-04 -4.30e-03 1.002 6.17e-06 0.000940    
## 4103 -3.75e-04  1.77e-04 -1.16e-03 -1.81e-03 1.001 1.09e-06 0.000629    
## 4104 -4.52e-04  1.11e-03  1.21e-03  4.39e-03 1.001 6.42e-06 0.000400    
## 4105  3.84e-03 -5.06e-03  2.49e-03 -7.46e-03 1.001 1.86e-05 0.000416    
## 4106  2.07e-03 -3.83e-03 -1.84e-03 -1.12e-02 1.001 4.16e-05 0.000380    
## 4107  3.42e-04  2.99e-03  1.02e-02  2.42e-02 1.000 1.95e-04 0.000450    
## 4108  4.63e-03 -7.38e-03  8.08e-03 -1.45e-02 1.001 7.01e-05 0.000311    
## 4109  2.87e-02 -2.60e-02  4.00e-02  4.38e-02 1.001 6.41e-04 0.001267    
## 4110 -2.78e-03  1.58e-03 -7.85e-03 -1.16e-02 1.001 4.50e-05 0.000680    
## 4111  1.19e-03 -9.36e-04  2.62e-03  3.29e-03 1.002 3.61e-06 0.001013    
## 4112 -3.47e-03  2.77e-03 -7.48e-03 -9.26e-03 1.002 2.86e-05 0.001066    
## 4113 -1.36e-02  1.02e-02 -3.12e-02 -4.05e-02 1.000 5.47e-04 0.000913    
## 4114  4.69e-03 -7.40e-03 -5.11e-04 -1.66e-02 1.001 9.21e-05 0.000370    
## 4115 -2.36e-03 -9.50e-04 -1.33e-02 -2.59e-02 1.000 2.24e-04 0.000502    
## 4116  2.72e-03 -2.35e-03  2.28e-03  3.26e-03 1.001 3.53e-06 0.000504    
## 4117 -4.22e-04  1.08e-04 -1.57e-03 -2.67e-03 1.001 2.38e-06 0.000565    
## 4118  3.92e-04  6.47e-04  3.62e-03  7.80e-03 1.001 2.03e-05 0.000472    
## 4119 -3.24e-03  5.35e-03 -5.75e-03  1.09e-02 1.001 3.98e-05 0.000297    
## 4120 -1.32e-02  1.14e-02 -2.02e-04 -1.82e-02 1.001 1.11e-04 0.000937    
## 4121  5.89e-03 -4.67e-03 -3.75e-03  1.24e-02 1.002 5.13e-05 0.001030    
## 4122 -1.96e-03  1.42e-03 -6.86e-04 -3.05e-03 1.001 3.10e-06 0.000271    
## 4123 -2.29e-02  1.82e-02  1.45e-02 -4.83e-02 1.000 7.77e-04 0.001030    
## 4124 -1.58e-03  1.27e-03  8.13e-04 -3.09e-03 1.002 3.19e-06 0.001006    
## 4125 -3.53e-02  3.20e-02 -3.52e-02 -4.17e-02 1.000 5.80e-04 0.000889    
## 4126  2.83e-03 -3.56e-03  2.33e-03 -4.70e-03 1.001 7.37e-06 0.000491    
## 4127 -1.93e-02  1.68e-02 -1.67e-02 -2.29e-02 1.001 1.75e-04 0.000547    
## 4128  3.92e-02 -3.69e-02  9.35e-03  4.59e-02 1.003 7.04e-04 0.002511   *
## 4129  1.43e-03 -1.99e-03  3.88e-03 -4.59e-03 1.002 7.03e-06 0.000899    
## 4130  9.48e-04 -2.13e-03  5.41e-03 -7.73e-03 1.001 1.99e-05 0.000505    
## 4131 -4.43e-04  3.86e-04 -1.02e-05 -6.10e-04 1.002 1.24e-07 0.000937    
## 4132  1.49e-02 -2.00e-02  2.40e-02 -3.23e-02 1.000 3.48e-04 0.000481    
## 4133  3.07e-03 -2.49e-03  2.02e-03  3.93e-03 1.001 5.15e-06 0.000349    
## 4134  7.50e-05 -1.13e-03  6.51e-04 -4.99e-03 1.001 8.31e-06 0.000218    
## 4135  9.46e-03 -1.33e-02  3.58e-03 -2.34e-02 1.000 1.82e-04 0.000379    
## 4136  2.91e-02 -2.72e-02  4.00e-03  3.64e-02 1.003 4.42e-04 0.002437   *
## 4137 -4.97e-03  4.13e-03  3.81e-03 -1.11e-02 1.002 4.12e-05 0.001782   *
## 4138  1.08e-02 -1.28e-02  1.12e-02 -1.52e-02 1.001 7.68e-05 0.000812    
## 4139  7.96e-03 -6.72e-03 -1.65e-03  1.28e-02 1.001 5.49e-05 0.000952    
## 4140  4.83e-03 -6.22e-03  3.55e-03 -8.67e-03 1.001 2.50e-05 0.000444    
## 4141  2.22e-02 -1.94e-02 -1.44e-02  4.64e-02 1.003 7.17e-04 0.002665   *
## 4142  4.80e-04 -6.47e-03 -1.66e-02 -4.25e-02 0.998 6.03e-04 0.000437    
## 4143  5.67e-02 -4.95e-02 -3.71e-02  1.19e-01 1.000 4.69e-03 0.002668   *
## 4144  2.44e-03 -2.82e-03  2.72e-03 -3.32e-03 1.002 3.67e-06 0.001121    
## 4145  5.00e-04 -7.67e-04  1.60e-03 -2.00e-03 1.001 1.33e-06 0.000720    
## 4146  1.04e-03 -2.12e-03 -1.51e-03 -7.01e-03 1.001 1.64e-05 0.000388    
## 4147 -2.85e-02  2.50e-02 -2.18e-03 -3.79e-02 1.001 4.79e-04 0.000940    
## 4148  1.25e-03 -2.22e-03  2.29e-03 -4.89e-03 1.001 7.96e-06 0.000275    
## 4149 -4.71e-03  2.49e-03  1.57e-03 -1.17e-02 1.001 4.53e-05 0.000262    
## 4150 -1.94e-02  1.52e-02 -1.10e-02 -2.61e-02 1.000 2.27e-04 0.000313    
## 4151  6.49e-04 -2.29e-03  6.66e-03 -1.03e-02 1.001 3.52e-05 0.000444    
## 4152 -1.08e-02  8.35e-03  8.60e-03 -2.48e-02 1.001 2.06e-04 0.001064    
## 4153 -2.17e-03  3.21e-03 -3.66e-03  5.79e-03 1.001 1.12e-05 0.000358    
## 4154 -1.06e-02  1.33e-02 -8.60e-03  1.76e-02 1.001 1.04e-04 0.000485    
## 4155  7.51e-02 -7.30e-02  5.64e-02  7.55e-02 1.003 1.90e-03 0.003556   *
## 4156 -4.87e-03 -6.07e-17  4.49e-17 -2.28e-02 0.999 1.74e-04 0.000207    
## 4157  1.17e-02 -8.90e-03  1.54e-02  2.15e-02 1.000 1.55e-04 0.000439    
## 4158 -8.10e-03  1.15e-02 -1.34e-02  1.98e-02 1.000 1.30e-04 0.000397    
## 4159  9.59e-03 -6.19e-03  1.21e-02  2.14e-02 1.000 1.52e-04 0.000315    
## 4160  1.45e-02 -1.95e-02  8.12e-03 -3.06e-02 1.000 3.12e-04 0.000398    
## 4161 -1.48e-02  7.22e-03  7.00e-03 -3.97e-02 0.997 5.25e-04 0.000266   *
## 4162  1.89e-03 -4.10e-03 -3.42e-03 -1.44e-02 1.001 6.91e-05 0.000392    
## 4163 -3.08e-03  6.93e-03  6.36e-03  2.53e-02 1.000 2.14e-04 0.000395    
## 4164 -1.31e-03  4.54e-03 -1.31e-02  2.02e-02 1.000 1.36e-04 0.000445    
## 4165  3.94e-03 -7.00e-03 -2.68e-03 -1.93e-02 1.000 1.24e-04 0.000377    
## 4166  6.90e-03 -4.40e-03  8.66e-03  1.56e-02 1.000 8.06e-05 0.000311    
## 4167  8.34e-03 -1.06e-02  6.43e-03 -1.45e-02 1.001 7.01e-05 0.000460    
## 4168  9.94e-03 -1.37e-02  4.66e-03 -2.27e-02 1.000 1.72e-04 0.000386    
## 4169  3.90e-04 -9.10e-04 -8.95e-04 -3.43e-03 1.001 3.92e-06 0.000397    
## 4170 -1.15e-02  9.75e-03 -9.06e-03 -1.40e-02 1.001 6.50e-05 0.000445    
## 4171  1.39e-02 -1.03e-02  1.82e-02  2.64e-02 1.000 2.32e-04 0.000410    
## 4172 -8.17e-03  1.07e-02 -5.50e-03  1.55e-02 1.001 8.03e-05 0.000423    
## 4173 -2.92e-04 -1.39e-03 -5.33e-03 -1.23e-02 1.001 5.05e-05 0.000455    
## 4174  5.94e-03 -3.15e-03 -1.95e-03  1.47e-02 1.000 7.18e-05 0.000262    
## 4175  9.50e-02 -9.26e-02  7.43e-02  9.59e-02 1.003 3.07e-03 0.003928   *
## 4176 -2.42e-02  2.00e-02 -1.74e-02 -3.01e-02 1.000 3.01e-04 0.000388    
## 4177  8.24e-06  6.69e-05 -2.67e-05  3.54e-04 1.001 4.19e-08 0.000216    
## 4178  9.96e-04 -1.23e-03  8.88e-04 -1.56e-03 1.001 8.09e-07 0.000548    
## 4179 -1.08e-03 -1.55e-03 -2.03e-04 -1.25e-02 1.000 5.19e-05 0.000215    
## 4180  3.72e-04 -6.28e-04  6.67e-04 -1.31e-03 1.001 5.75e-07 0.000289    
## 4181 -5.48e-03 -6.82e-17  5.05e-17 -2.57e-02 0.999 2.20e-04 0.000207    
## 4182  2.96e-02 -3.70e-02  2.51e-02 -4.80e-02 0.998 7.69e-04 0.000509    
## 4183 -7.07e-03  1.02e-02 -1.94e-03  1.90e-02 1.000 1.21e-04 0.000374    
## 4184 -9.96e-04  1.58e-03 -3.38e-03  4.29e-03 1.001 6.14e-06 0.000679    
## 4185 -1.48e-03 -1.84e-17  1.36e-17 -6.94e-03 1.001 1.60e-05 0.000207    
## 4186  4.53e-03 -5.39e-03  4.62e-03 -6.46e-03 1.001 1.39e-05 0.000758    
## 4187 -7.94e-03  7.03e-03 -7.32e-03 -9.37e-03 1.001 2.92e-05 0.000662    
## 4188  1.66e-02 -2.54e-02  4.75e-04 -5.37e-02 0.996 9.60e-04 0.000370   *
## 4189  2.92e-03 -6.02e-03  1.48e-02 -2.06e-02 1.001 1.42e-04 0.000528    
## 4190  2.93e-02 -3.43e-02  3.12e-02 -4.06e-02 1.000 5.49e-04 0.000906    
## 4191 -5.47e-03  7.74e-03 -1.98e-03  1.37e-02 1.001 6.26e-05 0.000378    
## 4192 -5.75e-04  3.63e-03 -1.15e-02  1.86e-02 1.001 1.16e-04 0.000417    
## 4193 -1.79e-02  1.66e-02 -9.66e-03 -1.84e-02 1.002 1.13e-04 0.001290    
## 4194  7.07e-03 -9.35e-03  1.14e-02 -1.48e-02 1.001 7.27e-05 0.000524    
## 4195  1.49e-02 -1.83e-02  2.32e-02 -2.69e-02 1.001 2.41e-04 0.000838    
## 4196  4.63e-04 -4.28e-03 -1.03e-02 -2.69e-02 1.000 2.42e-04 0.000434    
## 4197  2.98e-03 -9.61e-03  7.69e-03 -3.14e-02 0.998 3.29e-04 0.000228    
## 4198  2.24e-03 -2.83e-03  5.05e-03 -5.61e-03 1.002 1.05e-05 0.001367   *
## 4199  2.25e-02 -2.04e-02  1.67e-03  2.94e-02 1.002 2.88e-04 0.001578   *
## 4200  7.04e-03 -2.32e-03 -7.29e-03  2.51e-02 1.000 2.11e-04 0.000281    
## 4201 -6.62e-02  6.16e-02 -3.54e-02 -6.85e-02 1.000 1.56e-03 0.001278    
## 4202  4.17e-02 -4.74e-02  4.91e-02 -5.59e-02 1.001 1.04e-03 0.001622    
## 4203  1.63e-02 -1.99e-02  1.52e-02 -2.47e-02 1.001 2.03e-04 0.000598    
## 4204  1.05e-02 -1.23e-02  1.11e-02 -1.45e-02 1.001 7.06e-05 0.000889    
## 4205 -1.46e-02  1.10e-02  1.41e-02 -3.67e-02 1.001 4.49e-04 0.001099    
## 4206  4.52e-03 -5.76e-03  1.04e-02 -1.16e-02 1.002 4.46e-05 0.001300    
## 4207 -1.50e-02  1.33e-02 -2.29e-03 -1.89e-02 1.001 1.19e-04 0.000950    
## 4208  3.07e-04 -1.33e-03 -2.48e-03 -7.06e-03 1.001 1.66e-05 0.000422    
## 4209 -1.43e-02  6.94e-03  7.05e-03 -3.89e-02 0.997 5.05e-04 0.000266   *
## 4210 -1.85e-02  1.52e-02 -3.87e-02 -4.69e-02 1.001 7.34e-04 0.001160    
## 4211  9.09e-03 -1.33e-02  2.15e-03 -2.52e-02 1.000 2.12e-04 0.000373    
## 4212 -8.13e-04 -8.02e-04 -5.95e-03 -1.23e-02 1.001 5.06e-05 0.000483    
## 4213 -3.97e-03  1.40e-04 -3.76e-03 -1.90e-02 1.000 1.21e-04 0.000223    
## 4214 -1.34e-02  9.92e-03  1.50e-02 -3.63e-02 1.001 4.40e-04 0.001128    
## 4215  4.10e-03 -2.04e-03  1.24e-02  1.91e-02 1.001 1.21e-04 0.000640    
## 4216 -1.31e-03  3.90e-03 -1.09e-02  1.64e-02 1.001 8.99e-05 0.000459    
## 4217  4.78e-03 -8.78e-03 -4.08e-03 -2.53e-02 1.000 2.14e-04 0.000380    
## 4218  7.72e-03 -5.32e-03  1.90e-02  2.59e-02 1.001 2.24e-04 0.000803    
## 4219 -4.61e-02  4.20e-02 -1.74e-02 -5.08e-02 1.000 8.61e-04 0.001062    
## 4220 -8.04e-03  1.11e-02 -2.13e-02  2.50e-02 1.001 2.09e-04 0.000935    
## 4221  1.63e-03 -3.50e-03  3.30e-03 -9.10e-03 1.001 2.76e-05 0.000247    
## 4222  9.05e-04 -2.47e-03 -3.12e-03 -1.05e-02 1.001 3.69e-05 0.000406    
## 4223  7.03e-04  1.80e-04 -2.18e-03  4.90e-03 1.001 8.01e-06 0.000321    
## 4224  9.30e-03 -1.26e-02  5.10e-03 -1.98e-02 1.000 1.31e-04 0.000396    
## 4225 -9.43e-03  6.89e-03 -3.54e-03 -1.44e-02 1.000 6.96e-05 0.000274    
## 4226  1.45e-04 -2.72e-03 -7.24e-03 -1.83e-02 1.001 1.12e-04 0.000438    
## 4227  6.15e-03 -7.74e-03  9.67e-03 -1.16e-02 1.001 4.46e-05 0.000710    
## 4228 -2.75e-02  3.39e-02 -2.46e-02  4.29e-02 0.999 6.13e-04 0.000552    
## 4229  3.90e-03 -7.75e-03 -5.05e-03 -2.48e-02 1.000 2.05e-04 0.000386    
## 4230  4.30e-03 -6.23e-03  1.14e-03 -1.17e-02 1.001 4.54e-05 0.000373    
## 4231  1.56e-02 -1.84e-02  1.62e-02 -2.20e-02 1.001 1.61e-04 0.000808    
## 4232  6.75e-04 -2.13e-03  1.72e-03 -6.92e-03 1.001 1.59e-05 0.000229    
## 4233 -3.34e-04  2.17e-03  4.80e-03  1.29e-02 1.001 5.54e-05 0.000430    
## 4234 -2.16e-02  1.88e-02 -1.86e-02 -2.57e-02 1.000 2.21e-04 0.000538    
## 4235  1.71e-02 -2.18e-02  1.31e-02 -2.97e-02 1.000 2.94e-04 0.000460    
## 4236  4.35e-04 -1.74e-03  5.18e-03 -8.09e-03 1.001 2.18e-05 0.000436    
## 4237  6.54e-03 -1.03e-02  2.19e-02 -2.76e-02 1.001 2.54e-04 0.000690    
## 4238 -4.28e-04  5.04e-04 -4.53e-04  5.97e-04 1.001 1.19e-07 0.000871    
## 4239 -5.52e-03  9.70e-03 -2.20e-02  2.92e-02 1.000 2.84e-04 0.000599    
## 4240  6.22e-05 -3.37e-04  1.05e-03 -1.68e-03 1.001 9.44e-07 0.000422    
## 4241 -4.52e-04  2.12e-03 -6.49e-03  1.03e-02 1.001 3.53e-05 0.000427    
## 4242  1.57e-02 -2.15e-02  4.13e-02 -4.84e-02 1.000 7.81e-04 0.000947    
## 4243 -3.32e-03  2.74e-03  1.22e-03 -5.93e-03 1.002 1.17e-05 0.000978    
## 4244 -8.85e-03  3.89e-03 -2.82e-02 -4.47e-02 0.999 6.66e-04 0.000616    
## 4245 -7.04e-06  2.93e-05  5.34e-05  1.54e-04 1.001 7.87e-09 0.000421    
## 4246 -6.34e-04  1.22e-03 -2.91e-03  3.99e-03 1.001 5.30e-06 0.000552    
## 4247  3.87e-03 -1.40e-03  1.32e-02  2.16e-02 1.001 1.56e-04 0.000590    
## 4248  6.10e-03 -8.03e-03  3.96e-03 -1.18e-02 1.001 4.68e-05 0.000416    
## 4249  5.80e-04  1.36e-03 -1.61e-04  9.20e-03 1.001 2.82e-05 0.000215    
## 4250 -1.33e-03  2.31e-03  7.46e-04  6.13e-03 1.001 1.25e-05 0.000375    
## 4251  4.44e-04  3.01e-04  2.86e-03  5.75e-03 1.001 1.10e-05 0.000491    
## 4252  1.44e-02 -1.89e-02  9.48e-03 -2.77e-02 1.000 2.55e-04 0.000419    
## 4253 -2.13e-03  3.06e-03 -6.40e-04  5.60e-03 1.001 1.05e-05 0.000375    
## 4254 -9.43e-04  1.33e-03 -3.59e-04  2.33e-03 1.001 1.81e-06 0.000379    
## 4255 -2.68e-03  1.52e-04 -1.15e-02 -2.07e-02 1.001 1.43e-04 0.000536    
## 4256  1.28e-02 -1.06e-02 -4.57e-03  2.27e-02 1.001 1.72e-04 0.000976    
## 4257 -3.73e-03  8.03e-03  6.62e-03  2.81e-02 1.000 2.62e-04 0.000392    
## 4258 -1.45e-02  1.98e-02 -7.49e-03  3.18e-02 0.999 3.37e-04 0.000392    
## 4259  1.41e-03 -2.19e-03 -4.41e-05 -4.77e-03 1.001 7.57e-06 0.000370    
## 4260 -9.91e-03  5.57e-03  2.16e-03 -2.29e-02 1.000 1.74e-04 0.000260    
## 4261 -9.74e-03  1.32e-02 -5.30e-03  2.09e-02 1.000 1.45e-04 0.000395    
## 4262  7.50e-04 -1.10e-03  1.75e-04 -2.09e-03 1.001 1.45e-06 0.000373    
## 4263 -8.88e-05 -2.20e-03  1.05e-03 -1.08e-02 1.001 3.89e-05 0.000217    
## 4264  2.11e-03 -1.30e-03  5.66e-03  8.12e-03 1.001 2.20e-05 0.000718    
## 4265  2.06e-02 -1.74e-02  1.61e-02  2.51e-02 1.000 2.10e-04 0.000437    
## 4266 -8.23e-03  6.90e-03  2.10e-03 -1.37e-02 1.001 6.24e-05 0.000959    
## 4267 -3.11e-02  2.42e-02 -6.89e-02 -8.69e-02 0.997 2.51e-03 0.000995   *
## 4268  2.01e-04 -1.77e-04  2.64e-05  2.57e-04 1.002 2.19e-08 0.000947    
## 4269 -6.44e-03  5.01e-03  4.98e-03 -1.47e-02 1.002 7.16e-05 0.001059    
## 4270 -5.17e-03  8.11e-03  4.04e-04  1.80e-02 1.000 1.08e-04 0.000370    
## 4271  1.33e-02 -1.02e-02  6.57e-03  1.87e-02 1.000 1.17e-04 0.000293    
## 4272 -1.08e-02  1.58e-02 -2.25e-03  3.06e-02 0.999 3.11e-04 0.000372    
## 4273 -4.16e-03  8.73e-03  6.70e-03  2.97e-02 1.000 2.93e-04 0.000390    
## 4274  5.20e-03 -2.84e-03 -1.40e-03  1.24e-02 1.001 5.12e-05 0.000261    
## 4275 -4.38e-03  9.58e-03  8.21e-03  3.40e-02 0.999 3.86e-04 0.000393    
## 4276 -1.20e-02  1.65e-02 -6.04e-03  2.68e-02 1.000 2.39e-04 0.000390    
## 4277  2.00e-03 -5.50e-04  7.35e-03  1.24e-02 1.001 5.14e-05 0.000569    
## 4278 -3.12e-03  5.39e-03 -1.21e-02  1.60e-02 1.001 8.52e-05 0.000608    
## 4279  6.79e-03 -4.06e-03 -6.24e-04  1.44e-02 1.000 6.96e-05 0.000258    
## 4280 -1.11e-04 -1.11e-03 -3.70e-03 -8.82e-03 1.001 2.59e-05 0.000449    
## 4281  4.61e-03 -7.05e-03  1.66e-04 -1.48e-02 1.001 7.34e-05 0.000370    
## 4282  7.44e-03 -5.75e-03  9.85e-03  1.35e-02 1.001 6.07e-05 0.000460    
## 4283  2.18e-03 -4.56e-03 -3.48e-03 -1.54e-02 1.001 7.96e-05 0.000390    
## 4284  1.96e-03 -1.27e-03  1.79e-04  3.68e-03 1.001 4.52e-06 0.000258    
## 4285 -3.27e-03  7.69e-03  7.69e-03  2.92e-02 1.000 2.84e-04 0.000397    
## 4286 -1.81e-02  1.46e-02  8.91e-03 -3.49e-02 1.001 4.07e-04 0.001002    
## 4287  2.31e-02 -2.12e-02 -1.41e-03  3.30e-02 1.003 3.63e-04 0.002412   *
## 4288 -3.21e-03  5.28e-03  9.36e-04  1.28e-02 1.001 5.42e-05 0.000372    
## 4289  1.41e-02 -1.20e-02 -1.57e-03  2.12e-02 1.001 1.50e-04 0.000942    
## 4290 -3.30e-02  3.15e-02 -1.81e-02 -3.37e-02 1.003 3.78e-04 0.002211   *
## 4291  1.25e-02 -1.51e-02  1.21e-02 -1.84e-02 1.001 1.13e-04 0.000650    
## 4292 -1.92e-03  2.34e-03 -1.81e-03  2.89e-03 1.001 2.79e-06 0.000607    
## 4293 -8.95e-05  2.01e-04  1.82e-04  7.29e-04 1.001 1.77e-07 0.000394    
## 4294  1.24e-02 -1.12e-02  1.24e-02  1.46e-02 1.001 7.13e-05 0.000915    
## 4295  3.44e-06 -2.69e-05 -6.25e-05 -1.65e-04 1.001 9.09e-09 0.000432    
## 4296  5.41e-03 -6.95e-03  4.00e-03 -9.66e-03 1.001 3.11e-05 0.000446    
## 4297 -5.79e-03  4.25e-03 -2.25e-03 -8.79e-03 1.001 2.58e-05 0.000275    
## 4298 -5.27e-04  4.21e-04 -3.25e-04 -6.89e-04 1.001 1.58e-07 0.000331    
## 4299  4.94e-03 -6.16e-03  4.22e-03 -7.97e-03 1.001 2.12e-05 0.000513    
## 4300 -2.79e-04  1.40e-03 -4.32e-03  6.89e-03 1.001 1.58e-05 0.000425    
## 4301 -7.95e-03  9.85e-03 -6.96e-03  1.26e-02 1.001 5.29e-05 0.000533    
## 4302  3.82e-04 -7.47e-04  1.80e-03 -2.47e-03 1.001 2.03e-06 0.000546    
## 4303  1.22e-02 -1.66e-02  6.71e-03 -2.61e-02 1.000 2.27e-04 0.000396    
## 4304  3.77e-04  9.43e-04 -4.15e-03  7.67e-03 1.001 1.96e-05 0.000364    
## 4305  1.26e-03 -4.67e-04  4.28e-03  6.98e-03 1.001 1.62e-05 0.000593    
## 4306 -1.47e-02  1.90e-02 -3.48e-02  3.94e-02 1.001 5.17e-04 0.001179    
## 4307  2.35e-02 -2.96e-02  3.70e-02 -4.41e-02 1.000 6.49e-04 0.000719    
## 4308 -9.93e-04  6.42e-04 -7.96e-05 -1.88e-03 1.001 1.18e-06 0.000258    
## 4309  2.95e-03 -2.61e-03 -5.24e-04  4.58e-03 1.002 7.00e-06 0.001594   *
## 4310  1.84e-02 -1.63e-02  2.70e-03  2.34e-02 1.001 1.82e-04 0.000949    
## 4311  3.62e-03 -2.58e-03  1.15e-03  5.77e-03 1.001 1.11e-05 0.000268    
## 4312  5.94e-03 -7.76e-03  1.43e-02 -1.62e-02 1.002 8.77e-05 0.001147    
## 4313 -2.86e-04  2.36e-04 -2.04e-04 -3.57e-04 1.001 4.24e-08 0.000383    
## 4314 -2.19e-03  3.39e-03  4.30e-05  7.33e-03 1.001 1.79e-05 0.000370    
## 4315 -3.76e-04  7.31e-04  4.39e-04  2.28e-03 1.001 1.73e-06 0.000384    
## 4316  1.73e-03 -3.37e-03 -2.02e-03 -1.05e-02 1.001 3.67e-05 0.000384    
## 4317 -8.60e-04 -1.19e-05  1.93e-03 -4.78e-03 1.001 7.60e-06 0.000308    
## 4318 -4.03e-03  3.60e-03 -8.51e-04 -4.90e-03 1.002 8.00e-06 0.000966    
## 4319  1.25e-03 -2.93e-03  7.59e-03 -1.10e-02 1.001 4.00e-05 0.000495    
## 4320  8.58e-03 -6.94e-03  5.59e-03  1.10e-02 1.001 4.05e-05 0.000347    
## 4321 -3.82e-03  5.64e-03 -1.15e-02  1.40e-02 1.001 6.56e-05 0.000778    
## 4322  2.38e-03 -3.63e-04 -3.95e-03  1.09e-02 1.001 3.97e-05 0.000296    
## 4323 -3.31e-04  3.16e-05  6.16e-04 -1.63e-03 1.001 8.83e-07 0.000301    
## 4324  1.43e-03 -1.93e-03  8.02e-04 -3.01e-03 1.001 3.02e-06 0.000398    
## 4325 -3.36e-03  4.85e-03 -9.71e-04  8.96e-03 1.001 2.67e-05 0.000374    
## 4326  6.89e-03 -8.00e-03  7.58e-03 -9.42e-03 1.002 2.96e-05 0.001052    
## 4327  5.19e-04 -8.41e-04  1.82e-03 -2.33e-03 1.001 1.82e-06 0.000659    
## 4328  3.87e-03 -3.03e-03  2.15e-03  5.25e-03 1.001 9.20e-06 0.000309    
## 4329  2.53e-03 -4.22e-04 -4.07e-03  1.14e-02 1.001 4.32e-05 0.000295    
## 4330  7.19e-02 -8.20e-02  8.34e-02 -9.66e-02 0.998 3.10e-03 0.001456   *
## 4331  5.86e-03 -3.80e-03  4.99e-04  1.10e-02 1.001 4.06e-05 0.000258    
## 4332 -3.63e-03  1.21e-03  3.72e-03 -1.29e-02 1.001 5.55e-05 0.000281    
## 4333  3.10e-02 -3.49e-02  5.48e-02 -5.64e-02 1.005 1.06e-03 0.004730   *
## 4334 -8.62e-04  2.55e-03  3.55e-03  1.14e-02 1.001 4.36e-05 0.000409    
## 4335  2.89e-04  4.02e-05 -7.78e-04  1.82e-03 1.001 1.10e-06 0.000315    
## 4336  9.95e-03 -1.52e-02  3.18e-02 -3.96e-02 1.000 5.22e-04 0.000723    
## 4337 -6.03e-03  5.11e-03  1.09e-03 -9.54e-03 1.002 3.04e-05 0.000949    
## 4338 -1.51e-03  3.01e-03  1.96e-03  9.62e-03 1.001 3.08e-05 0.000386    
## 4339  1.66e-02 -1.95e-02  1.73e-02 -2.32e-02 1.001 1.80e-04 0.000829    
## 4340  1.13e-02 -1.75e-02  3.68e-02 -4.61e-02 0.999 7.09e-04 0.000707    
## 4341  6.69e-04 -9.75e-04  1.12e-03 -1.73e-03 1.001 9.95e-07 0.000370    
## 4342  1.53e-02 -1.84e-02  2.36e-02 -2.64e-02 1.001 2.33e-04 0.001063    
## 4343 -1.31e-03  2.32e-03  8.60e-04  6.34e-03 1.001 1.34e-05 0.000377    
## 4344 -2.38e-03  3.31e-03 -1.04e-03  5.59e-03 1.001 1.04e-05 0.000383    
## 4345  7.63e-04  1.18e-03 -5.82e-03  1.11e-02 1.001 4.14e-05 0.000354    
## 4346 -1.59e-02  1.26e-02 -9.49e-03 -2.10e-02 1.000 1.47e-04 0.000324    
## 4347  1.96e-04 -1.73e-03  5.68e-03 -9.32e-03 1.001 2.90e-05 0.000409    
## 4348 -5.35e-05 -2.24e-03  8.01e-03 -1.37e-02 1.001 6.23e-05 0.000392    
## 4349  1.72e-02 -1.99e-02  1.91e-02 -2.34e-02 1.001 1.83e-04 0.001094    
## 4350  5.40e-04 -3.09e-03  2.08e-03 -1.20e-02 1.000 4.81e-05 0.000221    
## 4351 -2.74e-04  6.16e-04  5.61e-04  2.24e-03 1.001 1.68e-06 0.000395    
## 4352  5.36e-04  5.37e-04 -3.07e-03  6.11e-03 1.001 1.24e-05 0.000345    
## 4353  3.95e-03 -2.65e-03  6.69e-04  7.01e-03 1.001 1.64e-05 0.000260    
## 4354  4.40e-02 -4.08e-02  2.22e-02  4.60e-02 1.001 7.06e-04 0.001219    
## 4355 -4.35e-03  7.51e-03  2.36e-03  1.98e-02 1.000 1.31e-04 0.000375    
## 4356 -4.58e-03  7.75e-03  2.02e-03  1.98e-02 1.000 1.30e-04 0.000374    
## 4357  7.72e-03 -5.33e-03  1.91e-02  2.59e-02 1.001 2.24e-04 0.000803    
## 4358  2.94e-04  2.35e-03  8.12e-03  1.92e-02 1.001 1.23e-04 0.000451    
## 4359 -1.70e-03  5.23e-03  7.56e-03  2.39e-02 1.000 1.91e-04 0.000411    
## 4360 -1.14e-03  4.66e-04 -1.30e-03 -3.60e-03 1.001 4.32e-06 0.000247    
## 4361 -5.48e-03  8.45e-03  1.43e-05  1.81e-02 1.000 1.09e-04 0.000370    
## 4362  3.71e-04 -9.29e-04 -1.04e-03 -3.71e-03 1.001 4.60e-06 0.000401    
## 4363 -5.99e-03  1.00e-02  2.21e-03  2.49e-02 1.000 2.06e-04 0.000373    
## 4364  1.60e-02 -1.22e-02  3.63e-02  4.66e-02 1.000 7.24e-04 0.000942    
## 4365  8.03e-04 -5.66e-04  1.95e-03  2.62e-03 1.001 2.28e-06 0.000827    
## 4366 -9.16e-04 -5.05e-04  3.79e-03 -7.99e-03 1.001 2.13e-05 0.000332    
## 4367  1.15e-03  5.81e-04  6.84e-03  1.35e-02 1.001 6.09e-05 0.000497    
## 4368 -3.32e-02  3.11e-02 -5.80e-02 -6.19e-02 1.003 1.28e-03 0.003032   *
## 4369 -1.13e-03  1.42e-03 -9.47e-04  1.85e-03 1.001 1.15e-06 0.000501    
## 4370  5.38e-03 -4.96e-03  2.51e-03  5.70e-03 1.002 1.08e-05 0.001162    
## 4371  8.23e-03 -6.21e-03  3.81e-03  1.19e-02 1.001 4.69e-05 0.000287    
## 4372 -4.62e-04 -5.65e-04 -3.70e-03 -7.78e-03 1.001 2.02e-05 0.000478    
## 4373  2.50e-03  1.83e-03  1.65e-02  3.33e-02 1.000 3.70e-04 0.000489    
## 4374  7.83e-03 -5.07e-03  2.03e-02  2.85e-02 1.001 2.71e-04 0.000749    
## 4375  2.28e-03 -1.94e-03  3.10e-03  3.69e-03 1.001 4.53e-06 0.000736    
## 4376  1.66e-03 -4.02e-03 -4.26e-03 -1.57e-02 1.001 8.20e-05 0.000399    
## 4377  1.58e-04 -1.23e-03 -2.86e-03 -7.55e-03 1.001 1.90e-05 0.000432    
## 4378  1.56e-03  1.94e-17 -1.44e-17  7.30e-03 1.001 1.78e-05 0.000207    
## 4379 -3.21e-03 -4.00e-17  2.96e-17 -1.50e-02 1.000 7.55e-05 0.000207    
## 4380  3.98e-03 -2.65e-03  5.87e-04  7.18e-03 1.001 1.72e-05 0.000259    
## 4381  9.39e-03 -2.67e-03 -1.12e-02  3.59e-02 0.998 4.30e-04 0.000285   *
## 4382 -5.66e-04  4.13e-04 -7.36e-04 -1.10e-03 1.001 4.03e-07 0.000389    
## 4383  1.33e-03  1.03e-03  7.02e-04  1.13e-02 1.000 4.24e-05 0.000216    
## 4384  1.71e-02 -2.23e-02  1.17e-02 -3.22e-02 1.000 3.46e-04 0.000426    
## 4385  1.68e-03 -2.33e-03  7.50e-04 -3.91e-03 1.001 5.10e-06 0.000384    
## 4386  3.05e-02 -2.32e-02 -2.82e-02  7.52e-02 0.998 1.88e-03 0.001089   *
## 4387  2.08e-03  2.59e-17 -1.92e-17  9.77e-03 1.001 3.18e-05 0.000207    
## 4388 -7.42e-03  6.27e-03  1.46e-03 -1.19e-02 1.001 4.69e-05 0.000951    
## 4389 -3.00e-02  2.55e-02 -2.41e-02 -3.61e-02 0.999 4.34e-04 0.000464    
## 4390  3.05e-03  3.79e-17 -2.81e-17  1.43e-02 1.000 6.80e-05 0.000207    
## 4391  1.91e-02 -1.87e-02  1.35e-02  1.91e-02 1.005 1.22e-04 0.004812   *
## 4392 -5.78e-04  7.64e-04 -3.71e-04  1.13e-03 1.001 4.28e-07 0.000414    
## 4393  2.07e-03  4.42e-03 -2.02e-02  3.76e-02 0.999 4.71e-04 0.000361    
## 4394 -1.83e-04  1.64e-04 -4.59e-05 -2.17e-04 1.002 1.57e-08 0.000980    
## 4395 -4.70e-03 -5.85e-17  4.33e-17 -2.20e-02 0.999 1.62e-04 0.000207    
## 4396  2.39e-03  2.97e-17 -2.20e-17  1.12e-02 1.000 4.17e-05 0.000207    
## 4397  2.60e-03 -3.89e-03  7.99e-03 -9.84e-03 1.001 3.23e-05 0.000756    
## 4398 -3.60e-03  3.28e-03 -3.67e-03 -4.26e-03 1.002 6.05e-06 0.000995    
## 4399 -1.38e-02  1.88e-02 -7.26e-03  3.00e-02 1.000 3.00e-04 0.000393    
## 4400 -7.96e-03  1.22e-02 -2.41e-04  2.57e-02 1.000 2.21e-04 0.000370    
## 4401  1.07e-02 -1.46e-02  5.51e-03 -2.35e-02 1.000 1.85e-04 0.000391    
## 4402  6.25e-04  1.04e-03  5.82e-03  1.25e-02 1.001 5.23e-05 0.000472    
## 4403 -7.49e-03  9.46e-03 -6.05e-03  1.26e-02 1.001 5.29e-05 0.000481    
## 4404  6.31e-04  1.01e-03 -4.96e-03  9.46e-03 1.001 2.98e-05 0.000355    
## 4405 -2.98e-02  2.31e-02 -3.95e-02 -5.40e-02 0.997 9.70e-04 0.000463   *
## 4406 -1.84e-03  4.63e-03  5.19e-03  1.86e-02 1.000 1.15e-04 0.000401    
## 4407  1.62e-03 -8.26e-04 -6.49e-04  4.17e-03 1.001 5.81e-06 0.000264    
## 4408  8.14e-03 -1.29e-02 -9.53e-04 -2.90e-02 1.000 2.81e-04 0.000370    
## 4409 -3.13e-02  2.68e-02 -4.27e-02 -5.02e-02 0.999 8.39e-04 0.000783    
## 4410  9.54e-03 -1.27e-02  5.91e-03 -1.90e-02 1.000 1.21e-04 0.000409    
## 4411 -4.59e-02  4.26e-02 -6.44e-02 -6.86e-02 1.001 1.57e-03 0.001808    
## 4412  7.88e-05 -1.44e-03 -3.83e-03 -9.70e-03 1.001 3.14e-05 0.000438    
## 4413 -1.42e-02  9.78e-03 -3.19e-03 -2.43e-02 0.999 1.96e-04 0.000262    
## 4414 -4.10e-03  2.22e-03 -1.19e-02 -1.79e-02 1.001 1.07e-04 0.000663    
## 4415 -1.61e-02  1.21e-02 -3.71e-02 -4.80e-02 1.000 7.68e-04 0.000915    
## 4416 -6.94e-04 -3.52e-04 -4.12e-03 -8.14e-03 1.001 2.21e-05 0.000497    
## 4417 -2.56e-03  1.21e-03 -7.92e-03 -1.23e-02 1.001 5.07e-05 0.000629    
## 4418  1.49e-03  1.34e-03 -7.99e-03  1.61e-02 1.000 8.60e-05 0.000342    
## 4419  7.10e-03 -9.02e-03  5.56e-03 -1.22e-02 1.001 4.96e-05 0.000467    
## 4420 -8.19e-03  6.83e-03 -1.11e-02 -1.36e-02 1.001 6.12e-05 0.000651    
## 4421 -2.12e-02  1.85e-02 -2.91e-02 -3.36e-02 1.001 3.77e-04 0.000866    
## 4422  2.87e-04 -2.65e-03  1.62e-03 -1.11e-02 1.000 4.13e-05 0.000219    
## 4423  9.57e-04 -3.18e-03 -4.94e-03 -1.52e-02 1.001 7.66e-05 0.000414    
## 4424 -6.72e-03  2.96e-03 -2.14e-02 -3.39e-02 1.000 3.84e-04 0.000616    
## 4425  1.33e-02 -1.21e-02  1.35e-02  1.57e-02 1.001 8.25e-05 0.000986    
## 4426 -1.92e-03 -4.34e-04 -9.84e-03 -1.87e-02 1.001 1.17e-04 0.000511    
## 4427  6.35e-05 -4.36e-04 -9.80e-04 -2.62e-03 1.001 2.28e-06 0.000430    
## 4428  7.11e-04  9.99e-04 -5.09e-03  9.81e-03 1.001 3.21e-05 0.000352    
## 4429 -1.62e-02  1.37e-02 -1.26e-02 -1.97e-02 1.001 1.29e-04 0.000437    
## 4430 -6.18e-02  5.80e-02 -1.08e-01 -1.15e-01 1.001 4.43e-03 0.003027   *
## 4431  6.87e-06 -1.49e-05  1.40e-05 -3.91e-05 1.001 5.09e-10 0.000246    
## 4432 -2.18e-02  1.90e-02 -4.21e-02 -4.81e-02 1.001 7.70e-04 0.001581    
## 4433  5.79e-03 -1.31e-03 -8.11e-03  2.41e-02 1.000 1.93e-04 0.000290    
## 4434 -2.67e-02  1.77e-02 -6.80e-02 -9.46e-02 0.994 2.98e-03 0.000766   *
## 4435  8.47e-03 -1.39e-02 -2.49e-03 -3.37e-02 0.999 3.78e-04 0.000372    
## 4436 -2.96e-03  2.73e-03 -3.11e-03 -3.52e-03 1.002 4.13e-06 0.001178    
## 4437 -3.26e-03  5.51e-03 -5.85e-03  1.16e-02 1.001 4.48e-05 0.000288    
## 4438  1.81e-03 -1.35e-03  7.85e-04  2.66e-03 1.001 2.35e-06 0.000282    
## 4439 -5.26e-02  5.12e-02 -4.71e-02 -5.50e-02 1.004 1.01e-03 0.003496   *
## 4440  4.35e-03 -7.53e-03 -2.37e-03 -1.99e-02 1.000 1.31e-04 0.000375    
## 4441 -3.00e-04  7.50e-04  8.33e-04  2.99e-03 1.001 2.99e-06 0.000401    
## 4442 -3.10e-03  5.63e-03 -1.30e-02  1.75e-02 1.001 1.02e-04 0.000580    
## 4443  1.12e-02 -8.46e-03  2.56e-02  3.30e-02 1.001 3.64e-04 0.000927    
## 4444  1.11e-04  2.47e-03  7.67e-03  1.86e-02 1.001 1.16e-04 0.000445    
## 4445 -5.06e-03  8.91e-03  3.25e-03  2.42e-02 1.000 1.96e-04 0.000377    
## 4446  8.02e-04  1.71e-04 -2.37e-03  5.39e-03 1.001 9.70e-06 0.000319    
## 4447 -3.04e-04  3.98e-04 -2.05e-04  5.77e-04 1.001 1.11e-07 0.000424    
## 4448 -3.80e-04  1.29e-03  2.03e-03  6.19e-03 1.001 1.28e-05 0.000415    
## 4449 -8.75e-03  1.20e-02 -4.23e-03  1.98e-02 1.000 1.30e-04 0.000388    
## 4450  1.87e-02 -1.43e-02  9.14e-03  2.65e-02 0.999 2.35e-04 0.000292    
## 4451 -2.85e-03  1.34e-03 -8.84e-03 -1.38e-02 1.001 6.34e-05 0.000628    
## 4452 -4.38e-03  9.37e-04 -1.69e-02 -2.90e-02 1.000 2.81e-04 0.000558    
## 4453 -9.01e-05  4.52e-05 -2.72e-04 -4.17e-04 1.001 5.80e-08 0.000642    
## 4454  2.90e-03 -3.04e-04  1.21e-02  2.14e-02 1.001 1.53e-04 0.000541    
## 4455 -1.03e-03  3.25e-03  4.83e-03  1.51e-02 1.001 7.61e-05 0.000412    
## 4456  7.53e-04 -1.13e-03  8.10e-05 -2.30e-03 1.001 1.77e-06 0.000370    
## 4457  6.04e-03 -2.57e-03 -4.22e-03  1.84e-02 1.000 1.12e-04 0.000272    
## 4458 -5.43e-03  4.58e-03 -4.22e-03 -6.60e-03 1.001 1.45e-05 0.000435    
## 4459 -1.84e-03  5.85e-04 -2.00e-03 -6.50e-03 1.001 1.41e-05 0.000237    
## 4460  4.98e-03 -4.13e-03 -1.72e-03  8.78e-03 1.002 2.57e-05 0.000974    
## 4461 -1.72e-03 -3.40e-04  4.99e-03 -1.14e-02 1.001 4.35e-05 0.000318    
## 4462 -5.99e-03  3.93e-03 -1.54e-02 -2.15e-02 1.001 1.54e-04 0.000759    
## 4463  8.04e-03 -1.03e-02  6.06e-03 -1.42e-02 1.001 6.72e-05 0.000452    
## 4464 -1.07e-02  8.26e-03 -5.56e-03 -1.49e-02 1.000 7.38e-05 0.000299    
## 4465 -7.61e-04 -5.83e-04  3.73e-03 -7.61e-03 1.001 1.93e-05 0.000339    
## 4466  1.21e-02 -1.62e-02  7.07e-03 -2.49e-02 1.000 2.07e-04 0.000402    
## 4467  4.45e-03  5.54e-17 -4.10e-17  2.09e-02 1.000 1.45e-04 0.000207    
## 4468  5.26e-04 -3.14e-03  9.90e-03 -1.60e-02 1.001 8.49e-05 0.000419    
## 4469  2.49e-03 -3.16e-03  3.93e-03 -4.76e-03 1.001 7.56e-06 0.000672    
## 4470  1.23e-02 -1.50e-02  1.16e-02 -1.85e-02 1.001 1.14e-04 0.000615    
## 4471 -1.56e-02  2.04e-02 -3.75e-02  4.26e-02 1.001 6.05e-04 0.001150    
## 4472 -6.13e-03  1.78e-03 -6.60e-03 -2.25e-02 1.000 1.68e-04 0.000235    
## 4473 -4.53e-03  3.34e-03 -1.06e-02 -1.38e-02 1.001 6.38e-05 0.000888    
## 4474  1.01e-02 -1.28e-02  8.04e-03 -1.71e-02 1.001 9.72e-05 0.000475    
## 4475  3.79e-03 -5.57e-03  1.13e-02 -1.38e-02 1.001 6.33e-05 0.000784    
## 4476 -8.71e-03  1.35e-02 -2.83e-02  3.54e-02 1.000 4.18e-04 0.000710    
## 4477 -3.99e-03  5.22e-03 -9.63e-03  1.10e-02 1.002 4.00e-05 0.001136    
## 4478  1.64e-04 -3.04e-05 -2.54e-04  7.23e-04 1.001 1.74e-07 0.000294    
## 4479 -1.82e-02  2.22e-02 -2.83e-02  3.20e-02 1.001 3.42e-04 0.000970    
## 4480  6.04e-03 -7.65e-03  4.79e-03 -1.03e-02 1.001 3.52e-05 0.000473    
## 4481  8.01e-04 -1.28e-03  1.40e-03 -2.54e-03 1.001 2.16e-06 0.000308    
## 4482  8.28e-04 -1.69e-03  1.64e-03 -4.24e-03 1.001 5.99e-06 0.000252    
## 4483  1.57e-02 -1.98e-02  1.29e-02 -2.61e-02 1.000 2.27e-04 0.000490    
## 4484  3.05e-03 -1.63e-03 -9.51e-04  7.46e-03 1.001 1.85e-05 0.000262    
## 4485  5.15e-03 -9.39e-03 -4.22e-03 -2.69e-02 1.000 2.41e-04 0.000379    
## 4486  4.77e-03 -3.00e-03  9.49e-05  9.41e-03 1.001 2.95e-05 0.000257    
## 4487 -5.57e-05  8.98e-05  1.13e-05  2.10e-04 1.001 1.47e-08 0.000371    
## 4488  3.29e-04 -5.28e-04  1.14e-03 -1.45e-03 1.001 7.01e-07 0.000669    
## 4489  6.71e-03 -1.12e-02  1.20e-02 -2.31e-02 1.000 1.78e-04 0.000293    
## 4490  1.32e-03 -1.78e-03  2.13e-03 -2.88e-03 1.001 2.76e-06 0.000476    
## 4491  2.65e-02 -3.03e-02  3.09e-02 -3.56e-02 1.002 4.23e-04 0.001478    
## 4492 -4.08e-03  2.67e-03 -4.55e-04 -7.55e-03 1.001 1.90e-05 0.000258    
## 4493 -3.09e-03  1.45e-03  1.68e-03 -8.64e-03 1.001 2.49e-05 0.000267    
## 4494 -1.32e-03  5.66e-04  8.98e-04 -3.96e-03 1.001 5.24e-06 0.000271    
## 4495  3.41e-03 -5.18e-03  1.08e-02 -1.34e-02 1.001 5.97e-05 0.000732    
## 4496  4.33e-03 -8.04e-03  8.14e-03 -1.85e-02 1.000 1.14e-04 0.000266    
## 4497  2.59e-03 -3.65e-03  9.76e-04 -6.41e-03 1.001 1.37e-05 0.000379    
## 4498 -8.92e-03  5.99e-03 -1.51e-03 -1.58e-02 1.000 8.35e-05 0.000260    
## 4499  7.80e-03 -9.31e-03  1.20e-02 -1.33e-02 1.002 5.89e-05 0.001166    
## 4500  9.73e-04 -3.14e-03 -4.74e-03 -1.47e-02 1.001 7.22e-05 0.000413    
## 4501 -6.74e-03  8.47e-03 -1.06e-02  1.26e-02 1.001 5.33e-05 0.000721    
## 4502  2.07e-02 -1.83e-02  3.94e-02  4.45e-02 1.002 6.61e-04 0.001694    
## 4503 -3.34e-03  4.31e-03 -2.44e-03  6.02e-03 1.001 1.21e-05 0.000443    
## 4504  4.14e-04 -1.04e-03 -1.17e-03 -4.17e-03 1.001 5.80e-06 0.000401    
## 4505 -5.99e-03  4.21e-03 -1.45e-02 -1.96e-02 1.001 1.28e-04 0.000823    
## 4506  1.03e-02 -8.68e-03  7.89e-03  1.26e-02 1.001 5.31e-05 0.000422    
## 4507  2.65e-02 -2.19e-02  1.92e-02  3.28e-02 0.999 3.59e-04 0.000391    
## 4508  1.67e-02 -2.09e-02  1.42e-02 -2.71e-02 1.000 2.45e-04 0.000509    
## 4509 -2.65e-03  5.29e-03 -1.28e-02  1.77e-02 1.001 1.05e-04 0.000539    
## 4510  1.60e-03  2.21e-03  1.35e-02  2.87e-02 1.000 2.75e-04 0.000476    
## 4511  5.99e-03 -8.38e-03  2.48e-03 -1.44e-02 1.001 6.91e-05 0.000381    
## 4512  1.77e-03 -3.16e-03  7.23e-03 -9.63e-03 1.001 3.09e-05 0.000590    
## 4513  1.26e-02 -6.58e-03  3.71e-02  5.63e-02 0.998 1.05e-03 0.000653    
## 4514  9.21e-03 -1.35e-02  2.05e-03 -2.59e-02 1.000 2.23e-04 0.000372    
## 4515 -5.71e-04 -2.09e-04 -3.16e-03 -6.13e-03 1.001 1.25e-05 0.000503    
## 4516  5.06e-03 -2.07e-03  1.66e-02  2.67e-02 1.000 2.37e-04 0.000604    
## 4517 -1.73e-02  1.56e-02 -4.71e-03 -2.03e-02 1.001 1.37e-04 0.000990    
## 4518  9.57e-03 -4.84e-03 -3.97e-03  2.49e-02 0.999 2.06e-04 0.000264    
## 4519  7.89e-03 -9.73e-03  7.04e-03 -1.23e-02 1.001 5.06e-05 0.000550    
## 4520 -3.09e-03  2.03e-03 -7.93e-03 -1.11e-02 1.001 4.09e-05 0.000760    
## 4521 -8.36e-03  1.37e-02  2.31e-03  3.29e-02 0.999 3.60e-04 0.000372    
## 4522  2.95e-02 -2.40e-02  1.99e-02  3.74e-02 0.999 4.66e-04 0.000359    
## 4523 -1.93e-03  1.39e-03 -6.71e-04 -3.01e-03 1.001 3.02e-06 0.000271    
## 4524  2.58e-03 -1.52e-03  7.12e-03  1.04e-02 1.001 3.62e-05 0.000695    
## 4525 -7.50e-03  9.32e-03 -6.50e-03  1.20e-02 1.001 4.78e-05 0.000524    
## 4526 -4.05e-05  1.32e-03 -7.13e-04  6.01e-03 1.001 1.21e-05 0.000218    
## 4527  8.19e-04 -1.71e-03  4.21e-03 -5.90e-03 1.001 1.16e-05 0.000525    
## 4528  3.46e-03 -1.02e-03  1.25e-02  2.09e-02 1.001 1.46e-04 0.000574    
## 4529  2.15e-03  1.85e-04 -5.38e-03  1.28e-02 1.001 5.50e-05 0.000312    
## 4530 -9.72e-04  1.73e-03 -1.79e-03  3.80e-03 1.001 4.82e-06 0.000275    
## 4531 -5.94e-03  8.28e-03 -9.75e-03  1.39e-02 1.001 6.46e-05 0.000421    
## 4532 -5.23e-03 -7.80e-04 -4.45e-03 -2.94e-02 0.998 2.88e-04 0.000220    
## 4533 -1.10e-02  1.02e-02 -1.16e-02 -1.31e-02 1.002 5.74e-05 0.001163    
## 4534  2.09e-02 -2.47e-02  2.21e-02 -2.92e-02 1.001 2.85e-04 0.000859    
## 4535  7.48e-03 -4.84e-03 -1.42e-02  2.80e-02 1.002 2.61e-04 0.001263    
## 4536 -7.27e-02  6.70e-02 -3.32e-02 -7.74e-02 0.999 1.99e-03 0.001148   *
## 4537 -2.30e-02  2.69e-02 -2.50e-02  3.17e-02 1.001 3.36e-04 0.000972    
## 4538  7.72e-03 -1.03e-02  4.70e-03 -1.56e-02 1.001 8.07e-05 0.000407    
## 4539  2.44e-03  1.43e-03 -3.05e-02  4.46e-02 1.002 6.64e-04 0.001754    
## 4540  2.25e-02 -2.65e-02  2.37e-02 -3.15e-02 1.001 3.30e-04 0.000852    
## 4541 -7.63e-03  9.18e-03 -7.46e-03  1.12e-02 1.001 4.15e-05 0.000669    
## 4542  5.32e-05  9.70e-05  5.19e-04  1.12e-03 1.001 4.21e-07 0.000470    
## 4543  5.71e-03 -7.38e-03  1.34e-02 -1.52e-02 1.002 7.67e-05 0.001206    
## 4544  3.96e-03 -6.46e-03 -1.04e-03 -1.54e-02 1.001 7.94e-05 0.000372    
## 4545  5.25e-05 -3.03e-04  2.04e-04 -1.18e-03 1.001 4.65e-07 0.000221    
## 4546 -7.72e-03  6.58e-03  1.03e-03 -1.18e-02 1.001 4.66e-05 0.000944    
## 4547  3.34e-03 -2.10e-03  8.84e-03  1.26e-02 1.001 5.28e-05 0.000730    
## 4548 -7.94e-03  5.46e-03 -1.79e-03 -1.35e-02 1.000 6.12e-05 0.000262    
## 4549 -8.41e-03  1.12e-02 -5.02e-03  1.72e-02 1.001 9.81e-05 0.000405    
## 4550  2.45e-04  2.47e-03 -9.23e-03  1.61e-02 1.001 8.60e-05 0.000385    
## 4551  6.09e-03 -8.68e-03  2.04e-03 -1.56e-02 1.001 8.12e-05 0.000376    
## 4552 -3.44e-04 -3.28e-03 -1.10e-02 -2.63e-02 1.000 2.30e-04 0.000449    
## 4553  3.52e-02 -3.18e-02  5.35e-04  4.80e-02 1.001 7.68e-04 0.001573    
## 4554 -4.31e-03  5.76e-03 -2.56e-03  8.81e-03 1.001 2.59e-05 0.000404    
## 4555 -1.55e-02  1.22e-02 -8.92e-03 -2.08e-02 1.000 1.45e-04 0.000315    
## 4556 -8.23e-03  1.21e-02 -1.65e-03  2.35e-02 1.000 1.84e-04 0.000372    
## 4557 -9.55e-03  8.62e-03 -3.11e-05 -1.31e-02 1.002 5.74e-05 0.001573   *
## 4558 -1.98e-04 -5.80e-04  2.48e-03 -4.53e-03 1.001 6.85e-06 0.000367    
## 4559 -3.64e-04 -1.58e-03  4.71e-04 -9.17e-03 1.001 2.80e-05 0.000215    
## 4560  6.64e-03 -1.04e-02 -5.53e-04 -2.32e-02 1.000 1.79e-04 0.000370    
## 4561 -1.11e-02  6.44e-03 -1.36e-02 -2.74e-02 0.999 2.51e-04 0.000285    
## 4562  2.18e-03 -2.54e-03  2.37e-03 -2.99e-03 1.002 2.98e-06 0.001000    
## 4563  8.46e-03 -9.42e-03  1.05e-02 -1.13e-02 1.003 4.26e-05 0.002666   *
## 4564 -6.39e-03  8.12e-03 -4.99e-03  1.10e-02 1.001 4.03e-05 0.000466    
## 4565 -8.03e-03  9.35e-03 -8.80e-03  1.10e-02 1.002 4.04e-05 0.001027    
## 4566 -3.79e-05  1.21e-04  1.81e-04  5.64e-04 1.001 1.06e-07 0.000412    
## 4567 -1.34e-03  3.20e-03 -2.89e-03  8.93e-03 1.001 2.66e-05 0.000240    
## 4568 -7.31e-04 -9.10e-18  6.73e-18 -3.43e-03 1.001 3.92e-06 0.000207    
## 4569  1.86e-03 -3.61e-03  8.64e-03 -1.19e-02 1.001 4.69e-05 0.000548    
## 4570  5.94e-03 -7.80e-03  3.90e-03 -1.15e-02 1.001 4.37e-05 0.000419    
## 4571  2.38e-02 -2.89e-02  2.25e-02 -3.56e-02 1.000 4.23e-04 0.000614    
## 4572 -2.08e-03  5.17e-03 -1.37e-02  2.00e-02 1.001 1.33e-04 0.000484    
## 4573 -2.17e-02  1.79e-02  7.94e-03 -3.88e-02 1.001 5.02e-04 0.000977    
## 4574  2.63e-04 -4.15e-04  8.85e-04 -1.12e-03 1.001 4.18e-07 0.000686    
## 4575  1.71e-03 -3.37e-04 -2.58e-03  7.43e-03 1.001 1.84e-05 0.000293    
## 4576  5.86e-03 -2.73e-03 -3.25e-03  1.65e-02 1.000 9.06e-05 0.000268    
## 4577  3.88e-03 -5.26e-03  2.06e-03 -8.39e-03 1.001 2.35e-05 0.000394    
## 4578 -9.66e-04 -4.51e-03  1.80e-02 -3.21e-02 0.999 3.44e-04 0.000375    
## 4579 -4.81e-04  6.70e-04 -2.07e-04  1.14e-03 1.001 4.32e-07 0.000383    
## 4580 -9.69e-03  8.81e-03 -9.75e-03 -1.15e-02 1.001 4.38e-05 0.000933    
## 4581 -4.93e-02  4.49e-02 -1.76e-02 -5.50e-02 1.000 1.01e-03 0.001043    
## 4582 -4.95e-03  1.31e-02 -7.59e-02  1.00e-01 1.000 3.36e-03 0.002182   *
## 4583  2.84e-02 -2.26e-02 -1.73e-02  5.89e-02 1.000 1.15e-03 0.001025    
## 4584 -1.80e-03  2.36e-03 -3.33e-03  4.01e-03 1.001 5.35e-06 0.000664    
## 4585  3.04e-03 -5.09e-03 -1.17e-03 -1.27e-02 1.001 5.40e-05 0.000373    
## 4586 -3.65e-02  3.02e-02 -2.61e-02 -4.54e-02 0.998 6.85e-04 0.000385   *
## 4587 -3.56e-04  6.30e-04  2.35e-04  1.72e-03 1.001 9.88e-07 0.000377    
## 4588 -2.03e-02  1.69e-02 -1.50e-02 -2.51e-02 1.000 2.09e-04 0.000402    
## 4589 -4.13e-03  6.09e-03 -7.65e-04  1.19e-02 1.001 4.73e-05 0.000371    
## 4590 -3.76e-04  6.00e-04  6.18e-05  1.38e-03 1.001 6.35e-07 0.000371    
## 4591 -6.73e-03  8.01e-03 -6.83e-03  9.61e-03 1.001 3.08e-05 0.000747    
## 4592  1.68e-04  3.70e-03 -1.34e-02  2.30e-02 1.000 1.76e-04 0.000390    
## 4593  2.90e-03 -3.84e-03  5.40e-03 -6.58e-03 1.001 1.44e-05 0.000634    
## 4594 -6.74e-03  1.00e-02 -1.41e-02  1.97e-02 1.000 1.29e-04 0.000425    
## 4595 -8.35e-03  1.42e-02 -1.50e-02  2.97e-02 0.999 2.95e-04 0.000288    
## 4596 -1.34e-03  2.87e-03  2.35e-03  1.00e-02 1.001 3.34e-05 0.000392    
## 4597  7.14e-03 -2.40e-03 -7.23e-03  2.52e-02 0.999 2.12e-04 0.000280    
## 4598  5.91e-04 -3.65e-04  7.35e-04  1.38e-03 1.001 6.31e-07 0.000301    
## 4599  1.77e-03 -2.71e-03  4.47e-05 -5.74e-03 1.001 1.10e-05 0.000370    
## 4600  2.42e-02 -1.90e-02  1.39e-02  3.24e-02 0.999 3.50e-04 0.000315    
## 4601  2.83e-03 -4.61e-03 -7.23e-04 -1.10e-02 1.001 4.04e-05 0.000372    
## 4602  7.66e-03 -6.97e-03  7.72e-03  9.06e-03 1.002 2.73e-05 0.000940    
## 4603 -5.14e-02  4.74e-02 -2.41e-02 -5.44e-02 1.000 9.85e-04 0.001165    
## 4604  9.28e-03 -8.61e-03  9.97e-03  1.11e-02 1.002 4.11e-05 0.001326   *
## 4605  4.47e-03 -5.53e-03  6.98e-03 -8.13e-03 1.001 2.21e-05 0.000816    
## 4606  5.05e-04 -8.44e-04 -1.90e-04 -2.10e-03 1.001 1.48e-06 0.000373    
## 4607 -1.95e-04  1.71e-05 -1.89e-04 -8.86e-04 1.001 2.62e-07 0.000225    
## 4608 -1.59e-04  2.55e-03  6.69e-03  1.70e-02 1.001 9.66e-05 0.000438    
## 4609  4.79e-03 -2.60e-03  1.39e-02  2.08e-02 1.001 1.44e-04 0.000665    
## 4610 -8.03e-03  6.37e-03 -1.74e-02 -2.17e-02 1.001 1.57e-04 0.001045    
## 4611  6.02e-03 -4.62e-03  1.35e-02  1.72e-02 1.001 9.84e-05 0.000964    
## 4612 -1.97e-02  2.37e-02 -1.92e-02  2.89e-02 1.001 2.77e-04 0.000665    
## 4613 -3.56e-03  7.87e-03  6.91e-03  2.82e-02 1.000 2.66e-04 0.000393    
## 4614  1.29e-03  1.61e-17 -1.19e-17  6.05e-03 1.001 1.22e-05 0.000207    
## 4615  2.69e-03  1.68e-03  1.69e-02  3.38e-02 1.000 3.81e-04 0.000493    
## 4616 -1.10e-04 -2.80e-03  1.33e-03 -1.37e-02 1.000 6.28e-05 0.000217    
## 4617 -2.18e-03  5.41e-03  5.92e-03  2.14e-02 1.000 1.53e-04 0.000400    
## 4618  3.54e-02 -3.12e-02  3.24e-02  4.17e-02 1.000 5.80e-04 0.000648    
## 4619 -1.64e-03  2.56e-03 -2.83e-03  4.91e-03 1.001 8.03e-06 0.000322    
## 4620  4.33e-03 -1.24e-03  1.58e-02  2.65e-02 1.000 2.34e-04 0.000572    
## 4621  1.40e-02 -1.03e-02  3.27e-02  4.28e-02 1.000 6.12e-04 0.000886    
## 4622 -4.26e-03  3.57e-03 -5.78e-03 -7.04e-03 1.001 1.65e-05 0.000659    
## 4623  2.70e-03 -3.74e-03  4.42e-03 -6.23e-03 1.001 1.30e-05 0.000433    
## 4624  9.90e-03 -4.54e-03  1.15e-02  2.92e-02 0.999 2.85e-04 0.000254    
## 4625 -5.66e-03  8.35e-03 -1.07e-03  1.63e-02 1.001 8.84e-05 0.000372    
## 4626  4.07e-04 -1.21e-04 -4.68e-04  1.53e-03 1.001 7.77e-07 0.000284    
## 4627 -2.94e-03 -1.48e-04 -1.36e-02 -2.50e-02 1.000 2.08e-04 0.000525    
## 4628  1.25e-03 -2.21e-03 -8.05e-04 -6.01e-03 1.001 1.20e-05 0.000377    
## 4629 -3.67e-03  4.71e-03 -2.75e-03  6.50e-03 1.001 1.41e-05 0.000450    
## 4630  8.63e-03 -1.17e-02  4.58e-03 -1.87e-02 1.000 1.16e-04 0.000394    
## 4631 -4.53e-05  1.61e-03  4.47e-03  1.12e-02 1.001 4.17e-05 0.000440    
## 4632  1.27e-02 -1.04e-02  8.91e-03  1.58e-02 1.001 8.36e-05 0.000376    
## 4633 -9.13e-04  1.26e-03 -4.15e-04  2.12e-03 1.001 1.49e-06 0.000385    
## 4634  4.15e-02 -3.89e-02  1.57e-02  4.52e-02 1.002 6.80e-04 0.001790    
## 4635  1.28e-03  3.42e-03  1.56e-02  3.48e-02 0.999 4.04e-04 0.000463    
## 4636 -1.50e-02  1.85e-02 -1.32e-02  2.35e-02 1.001 1.85e-04 0.000540    
## 4637  4.01e-03  1.28e-03  2.16e-02  4.17e-02 0.999 5.79e-04 0.000506    
## 4638 -1.50e-03 -2.71e-03  5.62e-08 -1.99e-02 1.000 1.33e-04 0.000215    
## 4639  1.03e-02 -9.32e-03  2.93e-03  1.20e-02 1.002 4.82e-05 0.000995    
## 4640 -4.72e-03  8.45e-03 -1.94e-02  2.59e-02 1.001 2.23e-04 0.000587    
## 4641 -1.41e-03  5.21e-03 -1.53e-02  2.37e-02 1.000 1.87e-04 0.000440    
## 4642  3.36e-02 -3.01e-02  8.66e-03  3.96e-02 1.001 5.22e-04 0.000984    
## 4643  1.60e-02 -1.18e-02  6.32e-03  2.41e-02 1.000 1.94e-04 0.000276    
## 4644  1.21e-04  5.60e-04 -2.24e-03  4.00e-03 1.001 5.33e-06 0.000375    
## 4645 -1.93e-02  2.40e-02 -1.68e-02  3.08e-02 1.000 3.16e-04 0.000526    
## 4646  4.51e-04 -9.86e-04  2.48e-03 -3.52e-03 1.001 4.14e-06 0.000512    
## 4647  3.67e-03 -3.45e-03  2.21e-03  3.74e-03 1.002 4.67e-06 0.001437   *
## 4648  2.29e-05  7.23e-05 -3.05e-04  5.56e-04 1.001 1.03e-07 0.000369    
## 4649 -1.27e-03  3.23e-04  1.66e-03 -5.10e-03 1.001 8.66e-06 0.000288    
## 4650 -1.78e-03  3.30e-03 -3.35e-03  7.58e-03 1.001 1.92e-05 0.000267    
## 4651 -5.38e-04  1.40e-03  1.65e-03  5.76e-03 1.001 1.11e-05 0.000403    
## 4652 -1.60e-03  5.03e-04  1.74e-03 -5.83e-03 1.001 1.13e-05 0.000282    
## 4653 -1.66e-02  1.52e-02 -6.98e-03 -1.79e-02 1.002 1.07e-04 0.001104    
## 4654  5.59e-02 -5.33e-02  2.16e-02  6.05e-02 1.003 1.22e-03 0.002761   *
## 4655 -3.70e-03  3.09e-03 -2.76e-03 -4.56e-03 1.001 6.93e-06 0.000406    
## 4656  4.80e-02 -4.54e-02  1.39e-02  5.47e-02 1.002 9.96e-04 0.002573   *
## 4657  5.49e-03 -3.15e-03 -9.82e-04  1.24e-02 1.001 5.09e-05 0.000259    
## 4658  1.98e-03 -1.31e-03  2.56e-04  3.62e-03 1.001 4.37e-06 0.000259    
## 4659 -7.40e-03  6.56e-03 -1.02e-02 -1.15e-02 1.002 4.39e-05 0.001041    
## 4660  1.16e-02 -8.30e-03  3.72e-03  1.85e-02 1.000 1.14e-04 0.000268    
## 4661  1.27e-03 -8.59e-04  2.47e-04  2.21e-03 1.001 1.62e-06 0.000261    
## 4662  6.20e-02 -5.90e-02  2.26e-02  6.78e-02 1.002 1.53e-03 0.002708   *
## 4663  1.95e-02 -1.66e-02  1.56e-02  2.35e-02 1.000 1.84e-04 0.000460    
## 4664  1.53e-03  1.16e-03 -7.44e-03  1.52e-02 1.001 7.70e-05 0.000339    
## 4665  6.89e-03 -1.05e-02  4.12e-04 -2.18e-02 1.000 1.58e-04 0.000370    
## 4666 -5.23e-04  4.51e-04 -4.40e-04 -6.25e-04 1.001 1.30e-07 0.000511    
## 4667 -1.52e-03  8.20e-04  4.51e-04 -3.68e-03 1.001 4.53e-06 0.000261    
## 4668  5.34e-05 -1.37e-04  3.65e-04 -5.37e-04 1.001 9.61e-08 0.000479    
## 4669 -1.03e-03  9.15e-04 -1.59e-04 -1.30e-03 1.002 5.66e-07 0.000951    
## 4670  1.93e-04 -5.10e-04 -6.15e-04 -2.12e-03 1.001 1.50e-06 0.000404    
## 4671 -9.55e-04  3.33e-04  9.24e-04 -3.31e-03 1.001 3.64e-06 0.000279    
## 4672  1.06e-03 -2.01e-03  2.01e-03 -4.68e-03 1.001 7.32e-06 0.000263    
## 4673  1.06e-02 -1.29e-02  9.89e-03 -1.61e-02 1.001 8.59e-05 0.000596    
## 4674 -1.57e-02  1.22e-02  1.23e-02 -3.60e-02 1.001 4.32e-04 0.001061    
## 4675 -2.31e-02  2.13e-02 -4.77e-03 -2.78e-02 1.002 2.57e-04 0.001621   *
## 4676  2.91e-04 -2.27e-03  7.35e-03 -1.20e-02 1.001 4.79e-05 0.000412    
## 4677 -9.41e-04 -1.11e-03  5.99e-03 -1.17e-02 1.001 4.59e-05 0.000348    
## 4678 -9.19e-04  1.61e-04  5.48e-03 -8.53e-03 1.002 2.43e-05 0.001595   *
## 4679 -3.63e-02  3.40e-02 -2.15e-02 -3.71e-02 1.001 4.59e-04 0.001411    
## 4680 -4.02e-03 -5.01e-17  3.70e-17 -1.88e-02 1.000 1.18e-04 0.000207    
## 4681 -6.53e-03  1.02e-02 -2.15e-02  2.70e-02 1.001 2.42e-04 0.000702    
## 4682  1.08e-02 -8.91e-03 -4.16e-03  1.96e-02 1.001 1.28e-04 0.000981    
## 4683  6.83e-03 -5.39e-03  9.10e-03  1.21e-02 1.001 4.88e-05 0.000494    
## 4684 -6.53e-04  1.09e-03 -2.39e-03  3.10e-03 1.001 3.20e-06 0.000636    
## 4685 -2.02e-02  2.74e-02 -5.21e-02  6.06e-02 0.999 1.22e-03 0.000983    
## 4686 -7.87e-03  6.48e-03  6.62e-03 -1.83e-02 1.002 1.12e-04 0.001809   *
## 4687 -1.45e-02  2.03e-02 -3.98e-02  4.73e-02 1.000 7.46e-04 0.000882    
## 4688 -1.75e-02  1.26e-02 -2.27e-02 -3.46e-02 0.999 4.00e-04 0.000376    
## 4689  5.02e-04 -5.17e-03  3.12e-03 -2.20e-02 0.999 1.61e-04 0.000219    
## 4690 -4.60e-03  3.84e-03  1.35e-03 -7.85e-03 1.002 2.05e-05 0.000965    
## 4691 -9.90e-03  1.34e-02 -2.55e-02  2.96e-02 1.001 2.93e-04 0.000989    
## 4692 -4.96e-02  4.59e-02 -1.21e-02 -5.82e-02 1.001 1.13e-03 0.001644    
## 4693  1.83e-02 -1.60e-02 -1.15e-02  3.77e-02 1.003 4.73e-04 0.002653   *
## 4694 -1.12e-03  7.91e-04  3.04e-03 -5.34e-03 1.004 9.51e-06 0.003560   *
## 4695 -3.04e-04  5.55e-03 -3.13e-03  2.47e-02 0.999 2.03e-04 0.000218    
## 4696  2.91e-03 -1.53e-03 -1.00e-03  7.25e-03 1.001 1.75e-05 0.000262    
## 4697  6.34e-04 -1.44e-03  1.33e-03 -3.90e-03 1.001 5.08e-06 0.000243    
## 4698 -2.48e-02  3.22e-02 -3.95e-02  4.99e-02 0.998 8.31e-04 0.000573    
## 4699  3.57e-02 -3.08e-02 -2.66e-02  7.86e-02 1.002 2.06e-03 0.002719   *
## 4700  1.70e-02 -2.24e-02  4.17e-02 -4.77e-02 1.000 7.58e-04 0.001094    
## 4701 -2.90e-03  1.76e-03  6.50e-03 -1.22e-02 1.002 4.93e-05 0.001311   *
## 4702  9.45e-03 -8.23e-03  2.53e-04  1.30e-02 1.001 5.62e-05 0.000937    
## 4703 -8.90e-03  4.48e-03  3.78e-03 -2.33e-02 1.000 1.80e-04 0.000264    
## 4704 -7.96e-03  4.62e-03  1.22e-03 -1.76e-02 1.000 1.03e-04 0.000259    
## 4705  2.65e-02 -2.47e-02  8.25e-03  2.99e-02 1.002 2.98e-04 0.001702   *
## 4706 -1.16e-03  4.47e-03 -1.32e-02  2.06e-02 1.000 1.41e-04 0.000438    
## 4707  1.24e-04 -4.00e-03  2.16e-03 -1.82e-02 1.000 1.11e-04 0.000218    
## 4708 -1.23e-02  1.15e-02 -2.17e-02 -2.32e-02 1.003 1.80e-04 0.002832   *
## 4709 -3.30e-04  1.34e-03  2.42e-03  7.00e-03 1.001 1.63e-05 0.000420    
## 4710 -2.06e-02  2.56e-02 -1.79e-02  3.29e-02 1.000 3.60e-04 0.000527    
## 4711 -1.80e-04  2.85e-04 -6.10e-04  7.73e-04 1.001 1.99e-07 0.000681    
## 4712  2.23e-02 -2.62e-02  2.35e-02 -3.11e-02 1.001 3.22e-04 0.000869    
## 4713  4.12e-02 -4.78e-02  4.56e-02 -5.62e-02 1.000 1.05e-03 0.001083    
## 4714 -7.79e-03  9.25e-03 -1.20e-02  1.31e-02 1.002 5.76e-05 0.001244    
## 4715 -1.73e-03 -5.16e-04 -9.21e-03 -1.77e-02 1.001 1.05e-04 0.000507    
## 4716 -1.28e-02  1.56e-02 -1.18e-02  1.94e-02 1.001 1.26e-04 0.000585    
## 4717  6.64e-04 -1.34e-03  1.30e-03 -3.31e-03 1.001 3.65e-06 0.000254    
## 4718  1.07e-02 -6.49e-03 -6.00e-04  2.22e-02 1.000 1.64e-04 0.000258    
## 4719 -7.67e-03  5.34e-03 -1.94e-03 -1.28e-02 1.000 5.48e-05 0.000263    
## 4720  5.08e-03 -1.09e-02  1.03e-02 -2.84e-02 0.999 2.69e-04 0.000247    
## 4721  4.22e-03 -5.72e-03  1.09e-02 -1.26e-02 1.002 5.33e-05 0.000989    
## 4722  7.75e-03 -8.92e-03  8.77e-03 -1.05e-02 1.002 3.66e-05 0.001235    
## 4723 -1.36e-03 -1.69e-17  1.25e-17 -6.38e-03 1.001 1.36e-05 0.000207    
## 4724  1.66e-02 -1.53e-02  1.73e-02  1.98e-02 1.002 1.30e-04 0.001118    
## 4725 -8.99e-03  2.66e-03  1.04e-02 -3.38e-02 0.998 3.81e-04 0.000284    
## 4726 -2.94e-03  2.19e-03 -1.26e-03 -4.35e-03 1.001 6.30e-06 0.000281    
## 4727  8.87e-03 -1.27e-02  2.77e-03 -2.32e-02 1.000 1.79e-04 0.000375    
## 4728 -5.91e-03  5.09e-03  3.56e-04 -8.62e-03 1.002 2.47e-05 0.000938    
## 4729  5.12e-03 -3.79e-03  2.11e-03  7.63e-03 1.001 1.94e-05 0.000279    
## 4730 -1.97e-02  1.46e-02 -8.04e-03 -2.95e-02 0.999 2.90e-04 0.000278    
## 4731  5.65e-03 -4.26e-03  1.29e-02  1.67e-02 1.001 9.25e-05 0.000925    
## 4732  2.02e-04 -5.92e-04  1.64e-03 -2.48e-03 1.001 2.04e-06 0.000461    
## 4733  2.87e-03 -2.01e-03  7.77e-04  4.73e-03 1.001 7.46e-06 0.000265    
## 4734 -2.09e-01  2.05e-01 -1.82e-01 -2.16e-01 1.001 1.55e-02 0.005492   *
## 4735  4.90e-03 -8.31e-03  1.85e-02 -2.42e-02 1.001 1.96e-04 0.000621    
## 4736 -7.05e-03  1.05e-02 -1.19e-02  1.92e-02 1.000 1.23e-04 0.000350    
## 4737  2.50e-03 -1.99e-03  1.51e-03  3.30e-03 1.001 3.63e-06 0.000325    
## 4738 -4.58e-04 -3.78e-05 -2.15e-03 -3.99e-03 1.001 5.32e-06 0.000522    
## 4739 -6.15e-04  1.01e-03 -2.21e-03  2.84e-03 1.001 2.70e-06 0.000647    
## 4740 -1.34e-02  1.02e-02 -6.38e-03 -1.92e-02 1.000 1.22e-04 0.000289    
## 4741  3.51e-03 -5.68e-03  1.23e-02 -1.58e-02 1.001 8.29e-05 0.000659    
## 4742  7.10e-03 -1.22e-02 -3.68e-03 -3.19e-02 0.999 3.40e-04 0.000375    
## 4743 -2.26e-02  1.93e-02 -1.83e-02 -2.72e-02 1.000 2.46e-04 0.000472    
## 4744 -4.12e-04  7.30e-04  2.74e-04  2.00e-03 1.001 1.33e-06 0.000377    
## 4745 -2.15e-02  2.60e-02 -2.10e-02  3.16e-02 1.000 3.32e-04 0.000665    
## 4746  7.32e-04 -2.16e-03  6.00e-03 -9.04e-03 1.001 2.72e-05 0.000460    
## 4747 -9.89e-03  8.86e-03 -2.31e-03 -1.19e-02 1.002 4.68e-05 0.000973    
## 4748  3.16e-02 -2.91e-02  3.32e-02  3.76e-02 1.001 4.71e-04 0.001168    
## 4749  1.76e-03  2.19e-17 -1.62e-17  8.23e-03 1.001 2.26e-05 0.000207    
## 4750  3.77e-03 -4.53e-03  3.71e-03 -5.50e-03 1.001 1.01e-05 0.000679    
## 4751 -9.34e-03  8.39e-03 -2.45e-03 -1.10e-02 1.002 4.02e-05 0.000986    
## 4752 -9.38e-04  1.89e-03 -4.59e-03  6.37e-03 1.001 1.35e-05 0.000536    
## 4753 -3.90e-02  3.46e-02 -3.62e-02 -4.60e-02 0.999 7.05e-04 0.000676    
## 4754  1.01e-02 -6.26e-03 -6.54e-05  2.02e-02 1.000 1.36e-04 0.000257    
## 4755 -1.57e-02  1.85e-02 -1.66e-02  2.19e-02 1.001 1.60e-04 0.000865    
## 4756 -5.47e-03  3.49e-04 -2.34e-02 -4.21e-02 0.999 5.90e-04 0.000536    
## 4757  2.35e-03  2.92e-17 -2.16e-17  1.10e-02 1.000 4.03e-05 0.000207    
## 4758  8.58e-03 -7.62e-03  8.01e-03  1.01e-02 1.001 3.41e-05 0.000690    
## 4759 -1.79e-03  6.53e-03 -1.91e-02  2.95e-02 1.000 2.90e-04 0.000442    
## 4760  1.90e-02 -1.77e-02  2.05e-02  2.28e-02 1.002 1.73e-04 0.001327    
## 4761 -1.22e-03 -7.75e-04  5.42e-03 -1.13e-02 1.001 4.22e-05 0.000335    
## 4762  3.57e-02 -3.31e-02  1.83e-02  3.72e-02 1.001 4.62e-04 0.001234    
## 4763 -8.53e-03  6.20e-03 -1.11e-02 -1.66e-02 1.001 9.23e-05 0.000386    
## 4764 -9.89e-04  1.73e-03 -3.92e-03  5.19e-03 1.001 8.97e-06 0.000601    
## 4765  2.00e-03 -4.11e-03 -2.98e-03 -1.37e-02 1.001 6.24e-05 0.000388    
## 4766 -2.13e-03  4.82e-03 -4.44e-03  1.30e-02 1.000 5.65e-05 0.000243    
## 4767 -5.10e-03  4.55e-03 -1.07e-03 -6.19e-03 1.002 1.28e-05 0.000965    
## 4768 -2.60e-03 -3.24e-17  2.39e-17 -1.22e-02 1.000 4.94e-05 0.000207    
## 4769 -8.56e-03  7.95e-03 -4.50e-03 -8.89e-03 1.002 2.63e-05 0.001259    
## 4770  3.81e-03  2.09e-03 -1.58e-02  3.32e-02 0.999 3.67e-04 0.000332    
## 4771 -1.16e-02  1.49e-02 -8.51e-03  2.08e-02 1.000 1.44e-04 0.000444    
## 4772 -4.37e-02  4.99e-02 -5.06e-02  5.88e-02 1.001 1.15e-03 0.001427    
## 4773 -3.78e-04  6.35e-04  1.50e-04  1.59e-03 1.001 8.48e-07 0.000373    
## 4774 -1.15e-02  1.38e-02 -1.17e-02  1.65e-02 1.001 9.09e-05 0.000737    
## 4775 -6.49e-03  9.84e-03 -2.04e-02  2.53e-02 1.001 2.13e-04 0.000736    
## 4776  3.54e-03 -4.60e-03  2.47e-03 -6.58e-03 1.001 1.44e-05 0.000430    
## 4777 -6.15e-04  1.28e-03 -1.23e-03  3.23e-03 1.001 3.48e-06 0.000251    
## 4778 -4.39e-02  3.87e-02 -3.99e-02 -5.19e-02 0.999 8.97e-04 0.000629    
## 4779  1.45e-02 -1.80e-02  2.27e-02 -2.67e-02 1.001 2.37e-04 0.000779    
## 4780  2.20e-02 -2.73e-02  1.93e-02 -3.48e-02 1.000 4.04e-04 0.000534    
## 4781  1.13e-03 -5.45e-04 -5.60e-04  3.07e-03 1.001 3.15e-06 0.000266    
## 4782  1.43e-04  1.74e-04  4.36e-05  1.51e-03 1.001 7.61e-07 0.000215    
## 4783  7.69e-03 -5.97e-03  4.15e-03  1.05e-02 1.001 3.71e-05 0.000305    
## 4784 -9.78e-04  1.76e-03  7.46e-04  4.97e-03 1.001 8.24e-06 0.000378    
## 4785  1.15e-02 -9.70e-03  1.56e-02  1.87e-02 1.001 1.16e-04 0.000712    
## 4786 -1.84e-02  2.27e-02 -1.62e-02  2.90e-02 1.000 2.80e-04 0.000538    
## 4787 -1.39e-03  2.18e-03 -2.41e-03  4.20e-03 1.001 5.88e-06 0.000320    
## 4788  1.32e-02 -1.10e-02 -3.45e-03  2.20e-02 1.001 1.62e-04 0.000960    
## 4789 -2.44e-03  4.30e-03  1.58e-03  1.17e-02 1.001 4.57e-05 0.000377    
## 4790 -2.27e-02  2.80e-02 -2.00e-02  3.57e-02 1.000 4.25e-04 0.000539    
## 4791  8.60e-04 -1.51e-03 -5.24e-04 -4.06e-03 1.001 5.48e-06 0.000376    
## 4792 -5.47e-03  3.74e-03 -6.99e-03 -1.15e-02 1.001 4.37e-05 0.000342    
## 4793 -9.96e-03  6.68e-03 -1.27e-02 -2.13e-02 1.000 1.51e-04 0.000332    
## 4794  3.82e-03 -2.13e-03 -9.13e-04  8.94e-03 1.001 2.66e-05 0.000260    
## 4795  2.64e-02 -2.20e-02  1.94e-02  3.26e-02 0.999 3.55e-04 0.000397    
## 4796  3.32e-03 -5.08e-03  5.68e-03 -9.56e-03 1.001 3.05e-05 0.000332    
## 4797  1.78e-02 -2.22e-02  3.91e-02 -4.31e-02 1.001 6.18e-04 0.001479    
## 4798 -1.27e-02  9.38e-03 -5.15e-03 -1.90e-02 1.000 1.21e-04 0.000278    
## 4799 -1.19e-02  1.44e-02 -1.16e-02  1.76e-02 1.001 1.03e-04 0.000656    
## 4800 -1.23e-01  1.19e-01 -7.87e-02 -1.23e-01 1.002 5.04e-03 0.004078   *
## 4801  3.36e-02 -2.98e-02 -5.75e-03  5.20e-02 1.001 9.03e-04 0.001592    
## 4802 -3.73e-02  3.46e-02 -1.95e-02 -3.87e-02 1.001 4.99e-04 0.001258    
## 4803 -3.72e-02  3.20e-02  2.44e-03 -5.44e-02 1.000 9.87e-04 0.000938    
## 4804  5.31e-03 -8.19e-03  1.72e-02 -2.15e-02 1.001 1.54e-04 0.000712    
## 4805 -1.04e-05  4.64e-03 -4.99e-02  6.86e-02 1.003 1.57e-03 0.003342   *
## 4806 -7.64e-03  6.13e-03 -4.80e-03 -9.93e-03 1.001 3.29e-05 0.000336    
## 4807 -2.24e-03  3.96e-04 -2.28e-03 -9.33e-03 1.001 2.90e-05 0.000228    
## 4808  1.69e-03 -9.54e-04 -3.45e-04  3.86e-03 1.001 4.97e-06 0.000259    
## 4809  8.38e-03 -1.13e-02  4.64e-03 -1.78e-02 1.001 1.06e-04 0.000397    
## 4810  1.63e-03 -1.48e-03  1.64e-03  1.93e-03 1.002 1.24e-06 0.000930    
## 4811  4.17e-03 -6.37e-03  7.13e-03 -1.20e-02 1.001 4.76e-05 0.000333    
## 4812 -2.18e-02  1.84e-02 -1.68e-02 -2.66e-02 1.000 2.35e-04 0.000429    
## 4813  4.70e-04 -5.45e-04  5.22e-04 -6.41e-04 1.002 1.37e-07 0.001094    
## 4814  9.93e-04 -1.25e-03  8.02e-04 -1.67e-03 1.001 9.28e-07 0.000481    
## 4815  2.16e-02 -2.66e-02  1.91e-02 -3.39e-02 1.000 3.82e-04 0.000542    
## 4816 -5.82e-03  6.44e-03 -7.33e-03  7.79e-03 1.004 2.02e-05 0.003246   *
## 4817 -1.19e-02  8.43e-03 -3.46e-03 -1.94e-02 1.000 1.26e-04 0.000266    
## 4818  6.89e-04 -2.15e-04 -7.56e-04  2.53e-03 1.001 2.13e-06 0.000283    
## 4819 -1.75e-03  8.18e-04 -5.45e-03 -8.51e-03 1.001 2.41e-05 0.000626    
## 4820  1.60e-04 -2.20e-04  7.90e-05 -3.59e-04 1.001 4.29e-08 0.000389    
## 4821 -6.94e-03  9.45e-03 -3.62e-03  1.52e-02 1.001 7.65e-05 0.000392    
## 4822  1.33e-03  1.88e-03 -9.56e-03  1.84e-02 1.000 1.13e-04 0.000352    
## 4823 -2.60e-03  1.22e-03 -3.04e-03 -7.57e-03 1.001 1.91e-05 0.000256    
## 4824 -4.65e-02  4.20e-02 -4.61e-02 -5.49e-02 0.999 1.00e-03 0.000874    
## 4825 -8.37e-04 -1.22e-03  6.12e-03 -1.18e-02 1.001 4.62e-05 0.000353    
## 4826  1.51e-04 -1.61e-03 -3.98e-03 -1.03e-02 1.001 3.53e-05 0.000435    
## 4827  2.94e-03 -4.11e-03  1.23e-03 -7.03e-03 1.001 1.65e-05 0.000382    
## 4828 -5.64e-03  4.93e-03 -2.98e-04 -7.60e-03 1.002 1.93e-05 0.000938    
## 4829 -1.33e-04 -1.64e-03 -5.35e-03 -1.28e-02 1.001 5.48e-05 0.000448    
## 4830 -1.03e-03  2.94e-04 -1.11e-03 -3.80e-03 1.001 4.83e-06 0.000235    
## 4831  1.33e-02 -1.69e-02  2.10e-02 -2.55e-02 1.001 2.17e-04 0.000661    
## 4832 -1.19e-03  8.18e-04  1.87e-03 -3.94e-03 1.002 5.17e-06 0.001211    
## 4833 -1.00e-03  2.17e-03  1.79e-03  7.57e-03 1.001 1.91e-05 0.000392    
## 4834  6.16e-03 -8.02e-03  4.29e-03 -1.15e-02 1.001 4.38e-05 0.000430    
## 4835  8.10e-03 -1.20e-02  1.52e-03 -2.33e-02 1.000 1.81e-04 0.000371    
## 4836 -4.39e-02  3.82e-02 -5.37e-02 -6.31e-02 0.998 1.33e-03 0.000751   *
## 4837  1.35e-02 -1.78e-02  2.16e-02 -2.82e-02 1.000 2.65e-04 0.000522    
## 4838 -2.10e-02  1.72e-02 -4.41e-02 -5.36e-02 1.000 9.59e-04 0.001146

dfb.1 → Sabit terim (intercept) için DFBETA — gözlemin katsayı üzerindeki etkisi
dfb.MISC → MISCED değişkeni katsayısı üzerindeki etki
dfb.ESCS → ESCS değişkeni katsayısı üzerindeki etki
dffit → Tahmin edilen değerler üzerindeki toplam etki (prediction impact)
cov.r → Kalan kovaryans oranı — model varyansında ne kadar etki var?
cook.d → Cook’s Distance — modelin tamamı üzerindeki etki
hat → Leverage — uç değer olma potansiyeli
inf → Etkili gözlem mi? TRUE/FALSE (otomatik işaretlenmişse)
Cook’s D değerleri genellikle çok KÜÇÜK (< 0.001) → genel model sağlam görünüyor.
DFBETAs düşük → gözlemlerin çoğu katsayıları manidar derecede ETKİLEMİYOR
Hat (Leverage) değerleri çoğunlukla DÜŞÜK → gözlemlerin uç noktalarda toplanmadığını gösteriyor.
inf sütunu ilk 10 satırda NA → otomatik olarak HİÇBİR gözlem etkili olarak etiketlenmemiş.

3.4.3 Leverage (hi)

Bağımsız değişkenlerdeki → potansiyel uç değerlerin belirlenmesinde kullanışlı bir istatistiktir.
Levarage → bir gözlemin bir bağımsız değişkene, X_j → göre olağan dışı olma derecesini ölçer.
Leverage için olası değerler, N gözlemlerin sayısı olmak üzere, 1/N ile 1.0 arasında değişir.
Ortalama leverage puanı, → p bağımsız değişken sayısı ve N gözlem sayısı olmak üzere, (p +1)/N eşitliği ile hesaplanabilir.
- Yüksek leverage değerine sahip gözlemler → ortalama değerden 2 veya 3 kat daha yüksek leverage puanlarına sahip olacaktır.

olsrr::ols_plot_resid_lev(model_data_1)

Bu grafik, regresyon modelinizdeki → aykırı değerleri ve etkili gözlemleri (influential points) birlikte değerlendirmenizi sağlar.
Görselde → hem studentized residuals (RStudent) hem de leverage değerleri analiz edilmiştir.
- Y ekseni (RStudent) → Studentized artık değerler – gözlemin modelden ne kadar saptığını gösterir.
- X ekseni (Leverage) → Gözlemin X değişkenleri açısından uç noktalarda olup olmadığını gösterir.

3.4.4 Influence (Etki)

Etkili bir gözlem uzaklık ve/veya leverage için yüksek değere sahip olan ve modelin kesişim ve eğim katsayılarını anlamlı olarak etkileyen bir gözlemdir.
Bu gözlemin varlığı veya yokluğu regresyon yüzeyinin yerini önemli ölçüde değiştirecektir.
Uzaklık ve/veya leverage için yüksek değere sahip gözlemlerin regresyon üzerinde önemli bir etkisi olmayabilir.
- Bir gözlemin etkide yüksek olması için hem uzaklık hem de leverage için yüksek değerlere sahip olması gerekir.

ols_plot_dffits(model_data_1)

DFFITS → bir gözlem veri setinden çıkarıldığında → modelin tahmin değerlerinin → ne kadar değiştiğini gösterir.
- Yani, gözlemin → modele olan etkisini ölçer.
NOT: Bu analiz tek başına yeterli değildir. → Cook’s Distance, DFBETAS, hat values gibi diğer etki analizleri ile birlikte yorumlanmalıdır.

car::avPlots(model_data_1)

Added-variable plot → her bir açıklayıcı değişkenin regresyona katkısını diğer tüm değişkenlerin etkileri kontrol edildikten sonra gösterir.
X ekseni: İlgili değişkenin diğer açıklayıcı değişkenlerden kalan kısmı (residuel)
Y ekseni: Bağımlı değişkenin (PVMATH_MEAN) diğer açıklayıcı değişkenlerden kalan kısmı
Mavi çizgi: İlgili değişkenin PVMATH_MEAN üzerindeki katkısını gösterir.
Soldaki Grafik (MISCED | others)
- Yorum: Mavi çizgi negatif eğimli, yani MISCED’in etkisi diğer değişkenler sabitken PVMATH_MEAN puanını negatif etkiliyor.
- Bu da regresyon katsayısının negatif olduğunu doğrular (-7.36).
- Etkisi küçük ama anlamlı olabilir.
- Uç gözlemler var (özellikle 4734, 4434 gibi) → etki analizlerinde dikkat edilmesi gerekir.
Sağdaki Grafik (ESCS | others)
- Yorum: Mavi çizgi pozitif eğimli, yani ESCS puanı arttıkça PVMATH_MEAN puanı da artıyor.
- Regresyon katsayısı da pozitifti (42.85) ve etkisi güçlü.
- Uç gözlemler burada da mevcut (2305, 4734, 3434 gibi).

etki_tablosu <- data.frame(
  Değişken = c("MISCED", "ESCS"),
  `Etki.Yönü` = c("Negatif", "Pozitif"),
  Güç = c("Zayıf-Orta", "Güçlü"),
  Açıklama = c(
    "Diğer değişkenler sabitken PVMATH_MEAN puanı azalıyor.",
    "Sosyo-ekonomik statü arttıkça PVMATH_MEAN puanı artıyor."  ))

gt(etki_tablosu) %>%
  tab_header(
    title = md("**Sonuç ve Öneriler: AVP Yorumları**"),
    subtitle = "Her değişkenin diğerleri sabitken PVMATH_MEAN üzerindeki etkisi"
  ) %>%
  cols_label(
    Değişken = "Değişken",
    Etki.Yönü = "Etki Yönü",
    Güç = "Güç",
    Açıklama = "Açıklama") %>%
  tab_options(
    table.font.size = px(14),
    heading.align = "center" )

Değişken	Etki Yönü	Güç	Açıklama
Sonuç ve Öneriler: AVP Yorumları
Her değişkenin diğerleri sabitken PVMATH_MEAN üzerindeki etkisi
MISCED	Negatif	Zayıf-Orta	Diğer değişkenler sabitken PVMATH_MEAN puanı azalıyor.
ESCS	Pozitif	Güçlü	Sosyo-ekonomik statü arttıkça PVMATH_MEAN puanı artıyor.

Hafta_5_Ogrenme_Gunlugu

Asli_Ece_Kocak

2025-04-04