Ödev 3
Tuğçe ÇITIR
3/4/2022
Elektriğe erişim (nüfusun yüzdesi)
library(WDI)
dk = WDI(indicator='EG.ELC.ACCS.ZS', country=c('MX','TR','BR'), start=2010, end=2019)names(dk) <- c("iso2c", "Ülke", "Elektrik", "Sene")head(dk)## iso2c Ülke Elektrik Sene
## 1 BR Brazil 99.80000 2019
## 2 BR Brazil 99.70000 2018
## 3 BR Brazil 99.80000 2017
## 4 BR Brazil 99.70000 2016
## 5 BR Brazil 99.71090 2015
## 6 BR Brazil 99.65025 2014library(ggplot2)ggplot(dk, aes(Sene, Elektrik, color=Ülke, linetype=Ülke)) + geom_line()
BR <- cbind(dk$Elektrik[dk$Ülke == "Brazil"], dk$Sene[dk$Ülke == "Brazil"])
BR <- BR[order(BR[,2]),]
BR## [,1] [,2]
## [1,] 99.35217 2010
## [2,] 99.32869 2011
## [3,] 99.51949 2012
## [4,] 99.57515 2013
## [5,] 99.65025 2014
## [6,] 99.71090 2015
## [7,] 99.70000 2016
## [8,] 99.80000 2017
## [9,] 99.70000 2018
## [10,] 99.80000 2019BR <- ts(BR[,1], start=min(dk$Sene), end=max(dk$Sene))plot(BR, ylab="Elektrik", xlab="Sene")
acf(BR)
pacf(BR)
plot(BR, ylab="Elektrik", xlab="Sene")
library(dynlm)## Loading required package: zoo##
## Attaching package: 'zoo'## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numericIlkgecikme <- dynlm(BR ~ L(BR, 1))
summary(Ilkgecikme)##
## Time series regression with "ts" data:
## Start = 2011, End = 2019
##
## Call:
## dynlm(formula = BR ~ L(BR, 1))
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.12585 -0.03489 0.02145 0.07363 0.08330
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 21.8096 17.5151 1.245 0.25313
## L(BR, 1) 0.7815 0.1759 4.444 0.00299 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.08183 on 7 degrees of freedom
## Multiple R-squared: 0.7383, Adjusted R-squared: 0.7009
## F-statistic: 19.75 on 1 and 7 DF, p-value: 0.002994İlk gecikme katsayısı 0.94 olarak görünüyor.
Ikincigecikme <- dynlm(BR ~ L(BR, 2))
summary(Ikincigecikme)##
## Time series regression with "ts" data:
## Start = 2012, End = 2019
##
## Call:
## dynlm(formula = BR ~ L(BR, 2))
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.047317 -0.025010 -0.000351 0.029821 0.046768
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 45.64712 8.16363 5.592 0.001392 **
## L(BR, 2) 0.54263 0.08198 6.619 0.000573 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03699 on 6 degrees of freedom
## Multiple R-squared: 0.8795, Adjusted R-squared: 0.8595
## F-statistic: 43.81 on 1 and 6 DF, p-value: 0.0005728İkinci gecikme katsayısı 1.62 olarak görünüyor.
Ucuncugecikme <- dynlm(BR ~ L(BR, 3))
summary(Ucuncugecikme)##
## Time series regression with "ts" data:
## Start = 2013, End = 2019
##
## Call:
## dynlm(formula = BR ~ L(BR, 3))
##
## Residuals:
## 2013 2014 2015 2016 2017 2018 2019
## -0.05003 0.03465 0.01739 -0.01623 0.05310 -0.07167 0.03279
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 59.0560 13.3421 4.426 0.00685 **
## L(BR, 3) 0.4083 0.1340 3.047 0.02853 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05158 on 5 degrees of freedom
## Multiple R-squared: 0.6499, Adjusted R-squared: 0.5799
## F-statistic: 9.282 on 1 and 5 DF, p-value: 0.02853Üçüncü gecikme katsayısı 1.59 olarak görünüyor.
AR10 <- dynlm(BR ~ L(BR, c(1:8)))
summary(AR10)##
## Time series regression with "ts" data:
## Start = 2018, End = 2019
##
## Call:
## dynlm(formula = BR ~ L(BR, c(1:8)))
##
## Residuals:
## ALL 2 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (7 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 199.5 NaN NaN NaN
## L(BR, c(1:8))1 -1.0 NaN NaN NaN
## L(BR, c(1:8))2 NA NA NA NA
## L(BR, c(1:8))3 NA NA NA NA
## L(BR, c(1:8))4 NA NA NA NA
## L(BR, c(1:8))5 NA NA NA NA
## L(BR, c(1:8))6 NA NA NA NA
## L(BR, c(1:8))7 NA NA NA NA
## L(BR, c(1:8))8 NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedom
## Multiple R-squared: 1, Adjusted R-squared: NaN
## F-statistic: NaN on 1 and 0 DF, p-value: NAlibrary(tseries)## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zooadf.test(BR)##
## Augmented Dickey-Fuller Test
##
## data: BR
## Dickey-Fuller = -1.095, Lag order = 2, p-value = 0.9066
## alternative hypothesis: stationaryOlasılık değeri (p-value) 0.50 olarak bulduk. Sonuç olarak hipotezimizi reddedemedik ve serimiz durağan değildir.
Eğitime yapılan devlet harcamaları, toplam (hükümet harcamalarının yüzdesi)
library(WDI)
dm = WDI(indicator='SE.XPD.TOTL.GB.ZS', country=c('AR','CO','CH','TR'), start=2010, end=2020)names(dm) <- c("iso2c", "Ülke", "Eğitim", "Sene")head(dm)## iso2c Ülke Eğitim Sene
## 1 AR Argentina NA 2020
## 2 AR Argentina 12.53007 2019
## 3 AR Argentina 12.52334 2018
## 4 AR Argentina 13.26392 2017
## 5 AR Argentina 13.35554 2016
## 6 AR Argentina 13.96331 2015library(ggplot2)ggplot(dm, aes(Sene, Eğitim, color=Ülke, linetype=Ülke)) + geom_line()## Warning: Removed 14 row(s) containing missing values (geom_path).
dm <- na.omit(dm)CO <- cbind(dm$Eğitim[dm$Ülke == "Colombia"], dm$Sene[dm$Ülke == "Colombia"])
CO <- CO[order(CO[,2]),]
CO## [,1] [,2]
## [1,] 15.92683 2010
## [2,] 14.77203 2011
## [3,] 15.02234 2012
## [4,] 16.26273 2013
## [5,] 14.80898 2014
## [6,] 14.29273 2015
## [7,] 14.92719 2016
## [8,] 15.46874 2017
## [9,] 12.83719 2018
## [10,] 14.13658 2019CO <- ts(CO[,1], start=min(dm$Sene), end=max(dm$Sene))plot(CO, ylab="Harcamalar", xlab="Sene")
acf(CO)
pacf(CO)
plot(CO, ylab="Harcamalar", xlab="Sene")
library(dynlm)Ilkgecikme <- dynlm(CO ~ L(CO, 1))
summary(Ilkgecikme)##
## Time series regression with "ts" data:
## Start = 2011, End = 2019
##
## Call:
## dynlm(formula = CO ~ L(CO, 1))
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.91507 -0.42697 0.01753 0.30447 1.53250
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 13.98875 5.37304 2.604 0.0352 *
## L(CO, 1) 0.04936 0.35931 0.137 0.8946
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1.01 on 7 degrees of freedom
## Multiple R-squared: 0.002689, Adjusted R-squared: -0.1398
## F-statistic: 0.01887 on 1 and 7 DF, p-value: 0.8946İlk gecikme katsayısı 0.04 olarak görünüyor.
Ikincigecikme <- dynlm(CO ~ L(CO, 2))
summary(Ikincigecikme)##
## Time series regression with "ts" data:
## Start = 2012, End = 2019
##
## Call:
## dynlm(formula = CO ~ L(CO, 2))
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.99562 -0.10118 0.04432 0.42516 1.36181
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 21.3849 9.1947 2.326 0.059 .
## L(CO, 2) -0.4389 0.6050 -0.726 0.495
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1.047 on 6 degrees of freedom
## Multiple R-squared: 0.08065, Adjusted R-squared: -0.07257
## F-statistic: 0.5264 on 1 and 6 DF, p-value: 0.4955İkinci gecikme katsayısı -0.43 olarak görünüyor.
Ucuncugecikme <- dynlm(CO ~ L(CO, 3))
summary(Ucuncugecikme)##
## Time series regression with "ts" data:
## Start = 2013, End = 2019
##
## Call:
## dynlm(formula = CO ~ L(CO, 3))
##
## Residuals:
## 2013 2014 2015 2016 2017 2018 2019
## 0.7947 0.5099 -0.2597 -0.8809 1.1323 -0.9767 -0.3196
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -0.6540 8.0319 -0.081 0.938
## L(CO, 3) 1.0123 0.5299 1.910 0.114
##
## Residual standard error: 0.9026 on 5 degrees of freedom
## Multiple R-squared: 0.4219, Adjusted R-squared: 0.3063
## F-statistic: 3.65 on 1 and 5 DF, p-value: 0.1143AR10 <- dynlm(CO ~ L(CO, c(1:8)))
summary(AR10)##
## Time series regression with "ts" data:
## Start = 2018, End = 2019
##
## Call:
## dynlm(formula = CO ~ L(CO, c(1:8)))
##
## Residuals:
## ALL 2 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (7 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 20.4752 NaN NaN NaN
## L(CO, c(1:8))1 -0.4938 NaN NaN NaN
## L(CO, c(1:8))2 NA NA NA NA
## L(CO, c(1:8))3 NA NA NA NA
## L(CO, c(1:8))4 NA NA NA NA
## L(CO, c(1:8))5 NA NA NA NA
## L(CO, c(1:8))6 NA NA NA NA
## L(CO, c(1:8))7 NA NA NA NA
## L(CO, c(1:8))8 NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedom
## Multiple R-squared: 1, Adjusted R-squared: NaN
## F-statistic: NaN on 1 and 0 DF, p-value: NAn<-200u <- ts(rnorm(n))
v <- ts(rnorm(n))BR <- ts(rep(0,n))
for (t in 2:n){
BR[t]<- BR[t-1]+u[t]
}CO <- ts(rep(0,n))
for (t in 2:n){
CO[t]<- CO[t-1]+u[t]
}plot(BR,type='l', ylab="BR[t-1]+u[t]")
plot(CO,type='l', ylab="CO[t-1]+v[t]")
Spurious <- lm(BR~CO)
summary(Spurious)## Warning in summary.lm(Spurious): essentially perfect fit: summary may be
## unreliable##
## Call:
## lm(formula = BR ~ CO)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.004e-14 -4.180e-17 6.350e-17 1.404e-16 8.327e-16
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4.380e-16 7.377e-17 -5.938e+00 1.28e-08 ***
## CO 1.000e+00 1.319e-17 7.584e+16 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 7.396e-16 on 198 degrees of freedom
## Multiple R-squared: 1, Adjusted R-squared: 1
## F-statistic: 5.751e+33 on 1 and 198 DF, p-value: < 2.2e-16library(tseries)adf.test(CO)##
## Augmented Dickey-Fuller Test
##
## data: CO
## Dickey-Fuller = -2.7652, Lag order = 5, p-value = 0.2556
## alternative hypothesis: stationaryadf.test(BR)##
## Augmented Dickey-Fuller Test
##
## data: BR
## Dickey-Fuller = -2.7652, Lag order = 5, p-value = 0.2556
## alternative hypothesis: stationaryAmazon.com, Inc. (AMZN)
library(quantmod)## Loading required package: xts## Loading required package: TTRgetSymbols("AMZN")## 'getSymbols' currently uses auto.assign=TRUE by default, but will
## use auto.assign=FALSE in 0.5-0. You will still be able to use
## 'loadSymbols' to automatically load data. getOption("getSymbols.env")
## and getOption("getSymbols.auto.assign") will still be checked for
## alternate defaults.
##
## This message is shown once per session and may be disabled by setting
## options("getSymbols.warning4.0"=FALSE). See ?getSymbols for details.## [1] "AMZN"dim(AMZN)## [1] 3822 6head(AMZN)## AMZN.Open AMZN.High AMZN.Low AMZN.Close AMZN.Volume AMZN.Adjusted
## 2007-01-03 38.68 39.06 38.05 38.70 12405100 38.70
## 2007-01-04 38.59 39.14 38.26 38.90 6318400 38.90
## 2007-01-05 38.72 38.79 37.60 38.37 6619700 38.37
## 2007-01-08 38.22 38.31 37.17 37.50 6783000 37.50
## 2007-01-09 37.60 38.06 37.34 37.78 5703000 37.78
## 2007-01-10 37.49 37.70 37.07 37.15 6527500 37.15tail(AMZN)## AMZN.Open AMZN.High AMZN.Low AMZN.Close AMZN.Volume AMZN.Adjusted
## 2022-03-01 3054.65 3081.98 2999.540 3022.84 2243700 3022.84
## 2022-03-02 3016.98 3059.99 2975.000 3041.05 2366700 3041.05
## 2022-03-03 3070.63 3078.58 2937.120 2957.97 3259900 2957.97
## 2022-03-04 2943.18 2957.00 2876.140 2912.82 3046700 2912.82
## 2022-03-07 2908.87 2921.89 2748.330 2749.06 4330800 2749.06
## 2022-03-08 2733.67 2813.99 2671.775 2720.29 4462284 2720.29AMZN$AMZN.Close## AMZN.Close
## 2007-01-03 38.70
## 2007-01-04 38.90
## 2007-01-05 38.37
## 2007-01-08 37.50
## 2007-01-09 37.78
## 2007-01-10 37.15
## 2007-01-11 37.40
## 2007-01-12 38.20
## 2007-01-16 38.66
## 2007-01-17 37.88
## 2007-01-18 36.98
## 2007-01-19 37.02
## 2007-01-22 36.95
## 2007-01-23 36.43
## 2007-01-24 37.26
## 2007-01-25 37.08
## 2007-01-26 36.85
## 2007-01-29 37.43
## 2007-01-30 37.05
## 2007-01-31 37.67
## 2007-02-01 38.70
## 2007-02-02 37.39
## 2007-02-05 37.16
## 2007-02-06 38.27
## 2007-02-07 38.98
## 2007-02-08 39.10
## 2007-02-09 38.72
## 2007-02-12 38.85
## 2007-02-13 39.31
## 2007-02-14 40.14
## 2007-02-15 40.06
## 2007-02-16 40.33
## 2007-02-20 41.51
## 2007-02-21 41.26
## 2007-02-22 41.00
## 2007-02-23 40.78
## 2007-02-26 40.88
## 2007-02-27 38.83
## 2007-02-28 39.14
## 2007-03-01 38.85
## 2007-03-02 37.69
## 2007-03-05 37.05
## 2007-03-06 38.58
## 2007-03-07 38.36
## 2007-03-08 38.10
## 2007-03-09 38.84
## 2007-03-12 38.81
## 2007-03-13 37.82
## 2007-03-14 38.08
## 2007-03-15 37.78
## 2007-03-16 37.85
## 2007-03-19 38.45
## 2007-03-20 38.58
## 2007-03-21 39.80
## 2007-03-22 39.49
## 2007-03-23 38.98
## 2007-03-26 39.01
## 2007-03-27 39.37
## 2007-03-28 39.34
## 2007-03-29 39.81
## 2007-03-30 39.79
## 2007-04-02 40.42
## 2007-04-03 41.19
## 2007-04-04 41.53
## 2007-04-05 41.68
## 2007-04-09 41.66
## 2007-04-10 41.86
## 2007-04-11 41.68
## 2007-04-12 42.27
## 2007-04-13 42.41
## 2007-04-16 45.20
## 2007-04-17 45.07
## 2007-04-18 44.99
## 2007-04-19 44.64
## 2007-04-20 44.95
## 2007-04-23 44.77
## 2007-04-24 44.75
## 2007-04-25 56.81
## 2007-04-26 62.78
## 2007-04-27 62.60
## 2007-04-30 61.33
## 2007-05-01 62.04
## 2007-05-02 61.18
## 2007-05-03 62.19
## 2007-05-04 63.23
## 2007-05-07 60.82
## 2007-05-08 61.83
## 2007-05-09 62.85
## 2007-05-10 60.92
## 2007-05-11 61.56
## 2007-05-14 61.70
## 2007-05-15 60.58
## 2007-05-16 63.22
## 2007-05-17 62.17
## 2007-05-18 63.30
## 2007-05-21 68.30
## 2007-05-22 68.88
## 2007-05-23 69.00
## 2007-05-24 69.35
## 2007-05-25 68.55
## 2007-05-29 69.63
## 2007-05-30 69.86
## 2007-05-31 69.14
## 2007-06-01 68.58
## 2007-06-04 70.42
## 2007-06-05 73.65
## 2007-06-06 72.29
## 2007-06-07 72.04
## 2007-06-08 73.24
## 2007-06-11 71.17
## 2007-06-12 70.07
## 2007-06-13 70.89
## 2007-06-14 71.94
## 2007-06-15 72.40
## 2007-06-18 71.83
## 2007-06-19 69.81
## 2007-06-20 69.10
## 2007-06-21 69.67
## 2007-06-22 68.86
## 2007-06-25 68.66
## 2007-06-26 67.48
## 2007-06-27 68.14
## 2007-06-28 68.89
## 2007-06-29 68.41
## 2007-07-02 69.61
## 2007-07-03 69.45
## 2007-07-05 68.73
## 2007-07-06 68.97
## 2007-07-09 72.07
## 2007-07-10 70.28
## 2007-07-11 70.73
## 2007-07-12 72.79
## 2007-07-13 75.10
## 2007-07-16 73.69
## 2007-07-17 73.79
## 2007-07-18 73.32
## 2007-07-19 73.35
## 2007-07-20 71.63
## 2007-07-23 71.74
## 2007-07-24 69.25
## 2007-07-25 86.18
## 2007-07-26 84.01
## 2007-07-27 84.04
## 2007-07-30 82.70
## 2007-07-31 78.54
## 2007-08-01 77.31
## 2007-08-02 79.71
## 2007-08-03 76.80
## 2007-08-06 79.00
## 2007-08-07 79.14
## 2007-08-08 77.78
## 2007-08-09 74.11
## 2007-08-10 74.78
## 2007-08-13 74.87
## 2007-08-14 73.45
## 2007-08-15 72.38
## 2007-08-16 72.79
## 2007-08-17 75.02
## 2007-08-20 74.70
## 2007-08-21 77.49
## 2007-08-22 78.50
## 2007-08-23 77.30
## 2007-08-24 79.25
## 2007-08-27 78.65
## 2007-08-28 76.22
## 2007-08-29 79.05
## 2007-08-30 78.68
## 2007-08-31 79.91
## 2007-09-04 82.70
## 2007-09-05 83.75
## 2007-09-06 86.21
## 2007-09-07 84.52
## 2007-09-10 83.34
## 2007-09-11 86.28
## 2007-09-12 87.30
## 2007-09-13 87.26
## 2007-09-14 87.77
## 2007-09-17 86.91
## 2007-09-18 88.75
## 2007-09-19 89.00
## 2007-09-20 89.65
## 2007-09-21 91.30
## 2007-09-24 92.59
## 2007-09-25 93.48
## 2007-09-26 93.43
## 2007-09-27 93.38
## 2007-09-28 93.15
## 2007-10-01 93.41
## 2007-10-02 92.36
## 2007-10-03 92.46
## 2007-10-04 92.26
## 2007-10-05 93.43
## 2007-10-08 95.85
## 2007-10-09 95.32
## 2007-10-10 94.66
## 2007-10-11 89.34
## 2007-10-12 92.37
## 2007-10-15 90.53
## 2007-10-16 89.53
## 2007-10-17 90.55
## 2007-10-18 89.85
## 2007-10-19 89.76
## 2007-10-22 91.29
## 2007-10-23 100.82
## 2007-10-24 88.73
## 2007-10-25 88.21
## 2007-10-26 90.00
## 2007-10-29 90.10
## 2007-10-30 88.24
## 2007-10-31 89.15
## 2007-11-01 87.65
## 2007-11-02 85.98
## 2007-11-05 84.37
## 2007-11-06 87.27
## 2007-11-07 87.04
## 2007-11-08 83.58
## 2007-11-09 78.89
## 2007-11-12 77.00
## 2007-11-13 79.86
## 2007-11-14 78.51
## 2007-11-15 77.85
## 2007-11-16 78.60
## 2007-11-19 79.18
## 2007-11-20 80.39
## 2007-11-21 79.76
## 2007-11-23 81.43
## 2007-11-26 81.30
## 2007-11-27 85.59
## 2007-11-28 90.30
## 2007-11-29 89.15
## 2007-11-30 90.56
## 2007-12-03 90.91
## 2007-12-04 94.41
## 2007-12-05 93.19
## 2007-12-06 94.21
## 2007-12-07 94.31
## 2007-12-10 93.02
## 2007-12-11 90.75
## 2007-12-12 91.28
## 2007-12-13 92.40
## 2007-12-14 89.08
## 2007-12-17 85.09
## 2007-12-18 86.89
## 2007-12-19 89.38
## 2007-12-20 90.58
## 2007-12-21 91.26
## 2007-12-24 91.01
## 2007-12-26 92.85
## 2007-12-27 94.25
## 2007-12-28 94.45
## 2007-12-31 92.64
## 2008-01-02 96.25
## 2008-01-03 95.21
## 2008-01-04 88.79
## 2008-01-07 88.82
## 2008-01-08 87.88
## 2008-01-09 85.22
## 2008-01-10 84.26
## 2008-01-11 81.08
## 2008-01-14 82.87
## 2008-01-15 80.24
## 2008-01-16 80.35
## 2008-01-17 80.12
## 2008-01-18 79.76
## 2008-01-22 78.48
## 2008-01-23 73.97
## 2008-01-24 77.67
## 2008-01-25 77.60
## 2008-01-28 75.82
## 2008-01-29 73.95
## 2008-01-30 74.21
## 2008-01-31 77.70
## 2008-02-01 74.63
## 2008-02-04 73.95
## 2008-02-05 72.09
## 2008-02-06 68.49
## 2008-02-07 70.91
## 2008-02-08 73.50
## 2008-02-11 75.19
## 2008-02-12 74.45
## 2008-02-13 77.73
## 2008-02-14 75.80
## 2008-02-15 72.96
## 2008-02-19 72.08
## 2008-02-20 73.64
## 2008-02-21 69.90
## 2008-02-22 72.08
## 2008-02-25 73.27
## 2008-02-26 71.69
## 2008-02-27 70.87
## 2008-02-28 67.85
## 2008-02-29 64.47
## 2008-03-03 62.43
## 2008-03-04 65.34
## 2008-03-05 64.99
## 2008-03-06 62.74
## 2008-03-07 64.09
## 2008-03-10 63.47
## 2008-03-11 67.15
## 2008-03-12 66.51
## 2008-03-13 68.32
## 2008-03-14 68.22
## 2008-03-17 66.53
## 2008-03-18 71.70
## 2008-03-19 70.17
## 2008-03-20 73.19
## 2008-03-24 75.95
## 2008-03-25 75.17
## 2008-03-26 73.80
## 2008-03-27 70.80
## 2008-03-28 69.76
## 2008-03-31 71.30
## 2008-04-01 76.70
## 2008-04-02 77.37
## 2008-04-03 74.94
## 2008-04-04 76.87
## 2008-04-07 76.90
## 2008-04-08 77.30
## 2008-04-09 74.39
## 2008-04-10 74.83
## 2008-04-11 71.99
## 2008-04-14 72.61
## 2008-04-15 72.50
## 2008-04-16 74.59
## 2008-04-17 74.04
## 2008-04-18 80.10
## 2008-04-21 80.18
## 2008-04-22 79.60
## 2008-04-23 81.00
## 2008-04-24 77.69
## 2008-04-25 80.86
## 2008-04-28 81.97
## 2008-04-29 80.74
## 2008-04-30 78.63
## 2008-05-01 79.36
## 2008-05-02 77.31
## 2008-05-05 75.92
## 2008-05-06 75.71
## 2008-05-07 73.18
## 2008-05-08 72.79
## 2008-05-09 72.41
## 2008-05-12 74.53
## 2008-05-13 74.56
## 2008-05-14 74.20
## 2008-05-15 76.12
## 2008-05-16 76.46
## 2008-05-19 82.29
## 2008-05-20 80.72
## 2008-05-21 78.30
## 2008-05-22 79.26
## 2008-05-23 78.35
## 2008-05-27 80.62
## 2008-05-28 80.08
## 2008-05-29 80.35
## 2008-05-30 81.62
## 2008-06-02 80.23
## 2008-06-03 80.11
## 2008-06-04 81.50
## 2008-06-05 84.51
## 2008-06-06 80.63
## 2008-06-09 79.43
## 2008-06-10 79.62
## 2008-06-11 77.28
## 2008-06-12 76.15
## 2008-06-13 79.17
## 2008-06-16 81.70
## 2008-06-17 82.97
## 2008-06-18 82.52
## 2008-06-19 84.26
## 2008-06-20 81.10
## 2008-06-23 80.68
## 2008-06-24 79.64
## 2008-06-25 80.51
## 2008-06-26 76.30
## 2008-06-27 74.66
## 2008-06-30 73.33
## 2008-07-01 73.62
## 2008-07-02 71.44
## 2008-07-03 72.00
## 2008-07-07 72.49
## 2008-07-08 75.04
## 2008-07-09 70.61
## 2008-07-10 70.63
## 2008-07-11 68.54
## 2008-07-14 66.28
## 2008-07-15 67.03
## 2008-07-16 71.84
## 2008-07-17 72.11
## 2008-07-18 69.12
## 2008-07-21 68.48
## 2008-07-22 67.97
## 2008-07-23 70.54
## 2008-07-24 78.72
## 2008-07-25 78.31
## 2008-07-28 75.98
## 2008-07-29 78.21
## 2008-07-30 78.21
## 2008-07-31 76.34
## 2008-08-01 75.75
## 2008-08-04 75.71
## 2008-08-05 79.11
## 2008-08-06 78.09
## 2008-08-07 76.95
## 2008-08-08 80.51
## 2008-08-11 88.09
## 2008-08-12 87.25
## 2008-08-13 86.69
## 2008-08-14 88.03
## 2008-08-15 86.40
## 2008-08-18 83.11
## 2008-08-19 81.29
## 2008-08-20 82.13
## 2008-08-21 83.26
## 2008-08-22 85.26
## 2008-08-25 82.85
## 2008-08-26 81.76
## 2008-08-27 81.73
## 2008-08-28 83.42
## 2008-08-29 80.81
## 2008-09-02 81.41
## 2008-09-03 80.77
## 2008-09-04 78.03
## 2008-09-05 79.19
## 2008-09-08 81.16
## 2008-09-09 79.04
## 2008-09-10 76.74
## 2008-09-11 79.51
## 2008-09-12 78.30
## 2008-09-15 77.34
## 2008-09-16 78.73
## 2008-09-17 71.54
## 2008-09-18 76.50
## 2008-09-19 81.00
## 2008-09-22 74.93
## 2008-09-23 71.76
## 2008-09-24 69.96
## 2008-09-25 72.08
## 2008-09-26 70.70
## 2008-09-29 63.35
## 2008-09-30 72.76
## 2008-10-01 69.58
## 2008-10-02 67.36
## 2008-10-03 67.00
## 2008-10-06 65.23
## 2008-10-07 58.52
## 2008-10-08 61.02
## 2008-10-09 56.00
## 2008-10-10 56.25
## 2008-10-13 62.02
## 2008-10-14 55.86
## 2008-10-15 48.72
## 2008-10-16 50.29
## 2008-10-17 50.65
## 2008-10-20 52.97
## 2008-10-21 50.23
## 2008-10-22 49.99
## 2008-10-23 50.32
## 2008-10-24 48.96
## 2008-10-27 49.58
## 2008-10-28 56.04
## 2008-10-29 56.89
## 2008-10-30 56.71
## 2008-10-31 57.24
## 2008-11-03 55.77
## 2008-11-04 58.45
## 2008-11-05 51.98
## 2008-11-06 47.22
## 2008-11-07 49.21
## 2008-11-10 48.46
## 2008-11-11 46.30
## 2008-11-12 41.56
## 2008-11-13 44.93
## 2008-11-14 41.75
## 2008-11-17 39.69
## 2008-11-18 38.44
## 2008-11-19 35.84
## 2008-11-20 35.03
## 2008-11-21 37.87
## 2008-11-24 42.50
## 2008-11-25 42.19
## 2008-11-26 43.96
## 2008-11-28 42.70
## 2008-12-01 40.47
## 2008-12-02 41.19
## 2008-12-03 45.21
## 2008-12-04 47.32
## 2008-12-05 48.26
## 2008-12-08 51.41
## 2008-12-09 51.25
## 2008-12-10 49.70
## 2008-12-11 48.25
## 2008-12-12 51.25
## 2008-12-15 48.85
## 2008-12-16 52.63
## 2008-12-17 53.18
## 2008-12-18 52.08
## 2008-12-19 51.56
## 2008-12-22 49.84
## 2008-12-23 51.08
## 2008-12-24 51.44
## 2008-12-26 51.78
## 2008-12-29 49.40
## 2008-12-30 50.76
## 2008-12-31 51.28
## 2009-01-02 54.36
## 2009-01-05 54.06
## 2009-01-06 57.36
## 2009-01-07 56.20
## 2009-01-08 57.16
## 2009-01-09 55.51
## 2009-01-12 51.92
## 2009-01-13 51.45
## 2009-01-14 48.49
## 2009-01-15 51.44
## 2009-01-16 51.59
## 2009-01-20 48.44
## 2009-01-21 50.54
## 2009-01-22 49.94
## 2009-01-23 50.63
## 2009-01-26 49.63
## 2009-01-27 48.44
## 2009-01-28 50.36
## 2009-01-29 50.00
## 2009-01-30 58.82
## 2009-02-02 61.15
## 2009-02-03 63.59
## 2009-02-04 61.06
## 2009-02-05 63.18
## 2009-02-06 66.55
## 2009-02-09 66.71
## 2009-02-10 63.31
## 2009-02-11 64.35
## 2009-02-12 63.96
## 2009-02-13 63.26
## 2009-02-17 61.67
## 2009-02-18 62.35
## 2009-02-19 61.95
## 2009-02-20 63.86
## 2009-02-23 61.71
## 2009-02-24 65.60
## 2009-02-25 63.71
## 2009-02-26 62.34
## 2009-02-27 64.79
## 2009-03-02 61.99
## 2009-03-03 61.70
## 2009-03-04 64.81
## 2009-03-05 64.77
## 2009-03-06 61.69
## 2009-03-09 60.49
## 2009-03-10 65.71
## 2009-03-11 68.54
## 2009-03-12 69.58
## 2009-03-13 68.63
## 2009-03-16 66.98
## 2009-03-17 71.35
## 2009-03-18 71.25
## 2009-03-19 70.10
## 2009-03-20 69.96
## 2009-03-23 75.58
## 2009-03-24 72.81
## 2009-03-25 72.40
## 2009-03-26 73.69
## 2009-03-27 70.52
## 2009-03-30 71.44
## 2009-03-31 73.44
## 2009-04-01 73.50
## 2009-04-02 76.34
## 2009-04-03 78.17
## 2009-04-06 77.99
## 2009-04-07 75.51
## 2009-04-08 76.98
## 2009-04-09 79.77
## 2009-04-13 78.94
## 2009-04-14 77.22
## 2009-04-15 74.71
## 2009-04-16 77.25
## 2009-04-17 78.05
## 2009-04-20 77.57
## 2009-04-21 78.74
## 2009-04-22 79.20
## 2009-04-23 80.61
## 2009-04-24 84.46
## 2009-04-27 83.12
## 2009-04-28 82.40
## 2009-04-29 79.79
## 2009-04-30 80.52
## 2009-05-01 78.96
## 2009-05-04 79.77
## 2009-05-05 81.90
## 2009-05-06 81.99
## 2009-05-07 79.28
## 2009-05-08 77.95
## 2009-05-11 78.61
## 2009-05-12 77.93
## 2009-05-13 74.19
## 2009-05-14 75.11
## 2009-05-15 73.60
## 2009-05-18 75.95
## 2009-05-19 77.87
## 2009-05-20 77.97
## 2009-05-21 75.96
## 2009-05-22 75.64
## 2009-05-26 78.39
## 2009-05-27 77.10
## 2009-05-28 77.65
## 2009-05-29 77.99
## 2009-06-01 83.05
## 2009-06-02 84.93
## 2009-06-03 85.68
## 2009-06-04 85.52
## 2009-06-05 87.56
## 2009-06-08 86.36
## 2009-06-09 87.08
## 2009-06-10 86.59
## 2009-06-11 85.69
## 2009-06-12 84.08
## 2009-06-15 83.18
## 2009-06-16 82.15
## 2009-06-17 82.65
## 2009-06-18 81.60
## 2009-06-19 82.96
## 2009-06-22 79.15
## 2009-06-23 77.68
## 2009-06-24 79.27
## 2009-06-25 82.20
## 2009-06-26 83.88
## 2009-06-29 83.03
## 2009-06-30 83.66
## 2009-07-01 81.60
## 2009-07-02 79.32
## 2009-07-06 78.10
## 2009-07-07 75.63
## 2009-07-08 77.36
## 2009-07-09 78.10
## 2009-07-10 77.63
## 2009-07-13 81.47
## 2009-07-14 81.95
## 2009-07-15 84.55
## 2009-07-16 86.11
## 2009-07-17 85.85
## 2009-07-20 88.23
## 2009-07-21 89.01
## 2009-07-22 88.79
## 2009-07-23 93.87
## 2009-07-24 86.49
## 2009-07-27 84.24
## 2009-07-28 84.98
## 2009-07-29 84.34
## 2009-07-30 86.09
## 2009-07-31 85.76
## 2009-08-03 87.44
## 2009-08-04 85.80
## 2009-08-05 84.29
## 2009-08-06 84.47
## 2009-08-07 85.32
## 2009-08-10 84.44
## 2009-08-11 83.56
## 2009-08-12 85.96
## 2009-08-13 84.60
## 2009-08-14 83.58
## 2009-08-17 81.06
## 2009-08-18 82.12
## 2009-08-19 83.00
## 2009-08-20 84.09
## 2009-08-21 85.00
## 2009-08-24 84.50
## 2009-08-25 84.19
## 2009-08-26 84.00
## 2009-08-27 84.31
## 2009-08-28 82.76
## 2009-08-31 81.19
## 2009-09-01 79.16
## 2009-09-02 78.14
## 2009-09-03 78.46
## 2009-09-04 78.87
## 2009-09-08 80.90
## 2009-09-09 82.24
## 2009-09-10 83.85
## 2009-09-11 84.54
## 2009-09-14 83.86
## 2009-09-15 83.55
## 2009-09-16 90.70
## 2009-09-17 90.44
## 2009-09-18 90.28
## 2009-09-21 90.56
## 2009-09-22 93.75
## 2009-09-23 92.38
## 2009-09-24 92.11
## 2009-09-25 90.52
## 2009-09-28 92.21
## 2009-09-29 91.72
## 2009-09-30 93.36
## 2009-10-01 91.04
## 2009-10-02 89.85
## 2009-10-05 88.67
## 2009-10-06 90.91
## 2009-10-07 93.97
## 2009-10-08 95.22
## 2009-10-09 95.71
## 2009-10-12 93.60
## 2009-10-13 94.83
## 2009-10-14 97.46
## 2009-10-15 96.01
## 2009-10-16 95.32
## 2009-10-19 94.68
## 2009-10-20 94.98
## 2009-10-21 93.42
## 2009-10-22 93.45
## 2009-10-23 118.49
## 2009-10-26 124.64
## 2009-10-27 122.07
## 2009-10-28 121.64
## 2009-10-29 122.58
## 2009-10-30 118.81
## 2009-11-02 118.84
## 2009-11-03 118.37
## 2009-11-04 117.10
## 2009-11-05 120.61
## 2009-11-06 126.20
## 2009-11-09 126.67
## 2009-11-10 130.15
## 2009-11-11 129.91
## 2009-11-12 130.53
## 2009-11-13 132.97
## 2009-11-16 131.59
## 2009-11-17 131.25
## 2009-11-18 131.29
## 2009-11-19 128.99
## 2009-11-20 129.66
## 2009-11-23 133.00
## 2009-11-24 132.94
## 2009-11-25 134.03
## 2009-11-27 131.74
## 2009-11-30 135.91
## 2009-12-01 138.50
## 2009-12-02 142.25
## 2009-12-03 141.17
## 2009-12-04 137.58
## 2009-12-07 134.21
## 2009-12-08 134.11
## 2009-12-09 131.31
## 2009-12-10 135.38
## 2009-12-11 134.15
## 2009-12-14 131.38
## 2009-12-15 130.23
## 2009-12-16 128.36
## 2009-12-17 126.91
## 2009-12-18 128.48
## 2009-12-21 132.79
## 2009-12-22 133.75
## 2009-12-23 138.94
## 2009-12-24 138.47
## 2009-12-28 139.31
## 2009-12-29 139.41
## 2009-12-30 136.49
## 2009-12-31 134.52
## 2010-01-04 133.90
## 2010-01-05 134.69
## 2010-01-06 132.25
## 2010-01-07 130.00
## 2010-01-08 133.52
## 2010-01-11 130.31
## 2010-01-12 127.35
## 2010-01-13 129.11
## 2010-01-14 127.35
## 2010-01-15 127.14
## 2010-01-19 127.61
## 2010-01-20 125.78
## 2010-01-21 126.62
## 2010-01-22 121.43
## 2010-01-25 120.31
## 2010-01-26 119.48
## 2010-01-27 122.75
## 2010-01-28 126.03
## 2010-01-29 125.41
## 2010-02-01 118.87
## 2010-02-02 118.12
## 2010-02-03 119.10
## 2010-02-04 115.94
## 2010-02-05 117.39
## 2010-02-08 116.83
## 2010-02-09 118.03
## 2010-02-10 117.36
## 2010-02-11 120.09
## 2010-02-12 119.66
## 2010-02-16 117.53
## 2010-02-17 116.31
## 2010-02-18 118.08
## 2010-02-19 117.52
## 2010-02-22 118.01
## 2010-02-23 117.24
## 2010-02-24 119.72
## 2010-02-25 118.20
## 2010-02-26 118.40
## 2010-03-01 124.54
## 2010-03-02 125.53
## 2010-03-03 125.89
## 2010-03-04 128.53
## 2010-03-05 128.91
## 2010-03-08 130.11
## 2010-03-09 128.82
## 2010-03-10 130.51
## 2010-03-11 133.58
## 2010-03-12 131.82
## 2010-03-15 131.13
## 2010-03-16 131.79
## 2010-03-17 131.34
## 2010-03-18 132.76
## 2010-03-19 130.35
## 2010-03-22 130.47
## 2010-03-23 129.26
## 2010-03-24 128.04
## 2010-03-25 134.73
## 2010-03-26 135.06
## 2010-03-29 135.12
## 2010-03-30 136.58
## 2010-03-31 135.77
## 2010-04-01 131.81
## 2010-04-05 131.49
## 2010-04-06 135.56
## 2010-04-07 134.87
## 2010-04-08 140.96
## 2010-04-09 140.06
## 2010-04-12 141.20
## 2010-04-13 140.16
## 2010-04-14 144.28
## 2010-04-15 145.82
## 2010-04-16 142.17
## 2010-04-19 142.43
## 2010-04-20 144.20
## 2010-04-21 146.43
## 2010-04-22 150.09
## 2010-04-23 143.63
## 2010-04-26 147.11
## 2010-04-27 142.02
## 2010-04-28 139.35
## 2010-04-29 141.73
## 2010-04-30 137.10
## 2010-05-03 137.49
## 2010-05-04 129.83
## 2010-05-05 130.93
## 2010-05-06 128.71
## 2010-05-07 124.98
## 2010-05-10 131.29
## 2010-05-11 130.46
## 2010-05-12 133.87
## 2010-05-13 131.47
## 2010-05-14 128.53
## 2010-05-17 128.91
## 2010-05-18 126.28
## 2010-05-19 124.59
## 2010-05-20 119.71
## 2010-05-21 122.72
## 2010-05-24 122.12
## 2010-05-25 124.86
## 2010-05-26 123.21
## 2010-05-27 126.70
## 2010-05-28 125.46
## 2010-06-01 123.24
## 2010-06-02 126.31
## 2010-06-03 128.76
## 2010-06-04 122.77
## 2010-06-07 122.01
## 2010-06-08 118.84
## 2010-06-09 117.91
## 2010-06-10 123.21
## 2010-06-11 123.03
## 2010-06-14 123.83
## 2010-06-15 126.84
## 2010-06-16 126.90
## 2010-06-17 125.89
## 2010-06-18 125.83
## 2010-06-21 122.55
## 2010-06-22 122.31
## 2010-06-23 121.45
## 2010-06-24 118.33
## 2010-06-25 121.00
## 2010-06-28 117.80
## 2010-06-29 108.61
## 2010-06-30 109.26
## 2010-07-01 110.96
## 2010-07-02 109.14
## 2010-07-06 110.06
## 2010-07-07 113.43
## 2010-07-08 116.22
## 2010-07-09 117.26
## 2010-07-12 119.51
## 2010-07-13 123.65
## 2010-07-14 123.30
## 2010-07-15 122.06
## 2010-07-16 118.49
## 2010-07-19 119.94
## 2010-07-20 120.10
## 2010-07-21 117.43
## 2010-07-22 120.07
## 2010-07-23 118.87
## 2010-07-26 118.40
## 2010-07-27 117.13
## 2010-07-28 117.13
## 2010-07-29 116.86
## 2010-07-30 117.89
## 2010-08-02 120.07
## 2010-08-03 122.42
## 2010-08-04 127.58
## 2010-08-05 127.83
## 2010-08-06 128.32
## 2010-08-09 128.83
## 2010-08-10 130.00
## 2010-08-11 125.89
## 2010-08-12 126.56
## 2010-08-13 124.69
## 2010-08-16 126.07
## 2010-08-17 128.86
## 2010-08-18 129.65
## 2010-08-19 127.57
## 2010-08-20 127.76
## 2010-08-23 126.60
## 2010-08-24 124.53
## 2010-08-25 126.85
## 2010-08-26 124.86
## 2010-08-27 126.64
## 2010-08-30 123.79
## 2010-08-31 124.83
## 2010-09-01 132.49
## 2010-09-02 135.21
## 2010-09-03 138.79
## 2010-09-07 137.22
## 2010-09-08 139.14
## 2010-09-09 140.38
## 2010-09-10 142.44
## 2010-09-13 145.07
## 2010-09-14 145.75
## 2010-09-15 145.45
## 2010-09-16 148.13
## 2010-09-17 148.32
## 2010-09-20 151.30
## 2010-09-21 150.73
## 2010-09-22 151.83
## 2010-09-23 152.85
## 2010-09-24 160.73
## 2010-09-27 159.37
## 2010-09-28 159.70
## 2010-09-29 158.99
## 2010-09-30 157.06
## 2010-10-01 153.71
## 2010-10-04 155.39
## 2010-10-05 160.87
## 2010-10-06 155.40
## 2010-10-07 156.27
## 2010-10-08 155.55
## 2010-10-11 153.03
## 2010-10-12 156.48
## 2010-10-13 155.17
## 2010-10-14 155.53
## 2010-10-15 164.64
## 2010-10-18 163.56
## 2010-10-19 158.67
## 2010-10-20 158.67
## 2010-10-21 164.97
## 2010-10-22 169.13
## 2010-10-25 169.00
## 2010-10-26 169.95
## 2010-10-27 167.51
## 2010-10-28 166.84
## 2010-10-29 165.23
## 2010-11-01 162.58
## 2010-11-02 164.61
## 2010-11-03 168.47
## 2010-11-04 168.93
## 2010-11-05 170.77
## 2010-11-08 171.99
## 2010-11-09 170.27
## 2010-11-10 173.33
## 2010-11-11 170.37
## 2010-11-12 165.68
## 2010-11-15 158.90
## 2010-11-16 157.78
## 2010-11-17 158.35
## 2010-11-18 164.17
## 2010-11-19 164.82
## 2010-11-22 170.39
## 2010-11-23 168.20
## 2010-11-24 177.25
## 2010-11-26 177.20
## 2010-11-29 179.49
## 2010-11-30 175.40
## 2010-12-01 176.55
## 2010-12-02 176.53
## 2010-12-03 175.68
## 2010-12-06 178.05
## 2010-12-07 176.77
## 2010-12-08 176.29
## 2010-12-09 174.85
## 2010-12-10 175.62
## 2010-12-13 174.25
## 2010-12-14 173.94
## 2010-12-15 175.57
## 2010-12-16 178.04
## 2010-12-17 177.58
## 2010-12-20 183.29
## 2010-12-21 184.75
## 2010-12-22 184.76
## 2010-12-23 182.59
## 2010-12-27 182.14
## 2010-12-28 181.09
## 2010-12-29 183.37
## 2010-12-30 182.75
## 2010-12-31 180.00
## 2011-01-03 184.22
## 2011-01-04 185.01
## 2011-01-05 187.42
## 2011-01-06 185.86
## 2011-01-07 185.49
## 2011-01-10 184.68
## 2011-01-11 184.34
## 2011-01-12 184.08
## 2011-01-13 185.53
## 2011-01-14 188.75
## 2011-01-18 191.25
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## 2011-02-03 173.71
## 2011-02-04 175.93
## 2011-02-07 176.43
## 2011-02-08 183.06
## 2011-02-09 185.30
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## 2011-02-18 186.50
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## 2011-03-03 172.79
## 2011-03-04 171.67
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## 2011-03-09 169.05
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## 2011-03-15 165.08
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## 2011-03-17 160.97
## 2011-03-18 161.82
## 2011-03-21 164.52
## 2011-03-22 162.60
## 2011-03-23 165.32
## 2011-03-24 171.10
## 2011-03-25 170.98
## 2011-03-28 169.35
## 2011-03-29 174.62
## 2011-03-30 179.42
## 2011-03-31 180.13
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## 2011-04-05 185.29
## 2011-04-06 182.76
## 2011-04-07 184.91
## 2011-04-08 184.71
## 2011-04-11 184.04
## 2011-04-12 180.48
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## 2011-04-14 181.82
## 2011-04-15 180.01
## 2011-04-18 178.34
## 2011-04-19 178.82
## 2011-04-20 183.87
## 2011-04-21 185.89
## 2011-04-25 185.42
## 2011-04-26 182.30
## 2011-04-27 196.63
## 2011-04-28 195.07
## 2011-04-29 195.81
## 2011-05-02 201.19
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## 2011-05-04 199.97
## 2011-05-05 197.11
## 2011-05-06 197.60
## 2011-05-09 200.80
## 2011-05-10 203.94
## 2011-05-11 204.38
## 2011-05-12 206.07
## 2011-05-13 202.56
## 2011-05-16 192.51
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## 2011-05-26 195.00
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## 2011-05-31 196.69
## 2011-06-01 192.40
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## 2011-07-07 216.74
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## 2011-09-02 210.00
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## 2011-09-20 233.25
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## 2011-09-26 229.85
## 2011-09-27 224.21
## 2011-09-28 229.71
## 2011-09-29 222.44
## 2011-09-30 216.23
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## 2011-10-04 212.50
## 2011-10-05 219.50
## 2011-10-06 221.51
## 2011-10-07 224.74
## 2011-10-10 231.32
## 2011-10-11 235.48
## 2011-10-12 236.81
## 2011-10-13 236.15
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## 2011-10-17 242.33
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## 2011-11-30 192.29
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## 2011-12-27 176.27
## 2011-12-28 173.89
## 2011-12-29 173.86
## 2011-12-30 173.10
## 2012-01-03 179.03
## 2012-01-04 177.51
## 2012-01-05 177.61
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## 2012-07-23 226.01
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## 2012-07-25 217.05
## 2012-07-26 220.01
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## 2012-08-29 247.12
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## 2012-09-10 257.09
## 2012-09-11 255.67
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## 2012-09-20 260.81
## 2012-09-21 257.47
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## 2012-10-04 260.47
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## 2012-10-09 250.96
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## 2012-10-12 242.36
## 2012-10-15 244.18
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## 2012-10-17 247.49
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## 2012-10-19 240.00
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## 2012-10-23 234.31
## 2012-10-24 228.49
## 2012-10-25 222.92
## 2012-10-26 238.24
## 2012-10-31 232.89
## 2012-11-01 232.14
## 2012-11-02 232.42
## 2012-11-05 234.33
## 2012-11-06 237.56
## 2012-11-07 232.06
## 2012-11-08 227.35
## 2012-11-09 226.31
## 2012-11-12 226.47
## 2012-11-13 226.60
## 2012-11-14 222.95
## 2012-11-15 220.60
## 2012-11-16 225.23
## 2012-11-19 229.71
## 2012-11-20 233.78
## 2012-11-21 238.03
## 2012-11-23 239.88
## 2012-11-26 243.62
## 2012-11-27 243.40
## 2012-11-28 247.11
## 2012-11-29 251.27
## 2012-11-30 252.05
## 2012-12-03 250.33
## 2012-12-04 252.49
## 2012-12-05 253.96
## 2012-12-06 253.37
## 2012-12-07 253.27
## 2012-12-10 247.77
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## 2012-12-12 251.76
## 2012-12-13 251.25
## 2012-12-14 249.19
## 2012-12-17 253.86
## 2012-12-18 260.40
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## 2012-12-20 261.50
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## 2012-12-24 258.62
## 2012-12-26 248.63
## 2012-12-27 248.31
## 2012-12-28 245.18
## 2012-12-31 250.87
## 2013-01-02 257.31
## 2013-01-03 258.48
## 2013-01-04 259.15
## 2013-01-07 268.46
## 2013-01-08 266.38
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## 2013-01-22 270.19
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## 2013-01-25 283.99
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## 2013-02-08 261.95
## 2013-02-11 257.21
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## 2013-02-15 265.09
## 2013-02-19 269.75
## 2013-02-20 266.41
## 2013-02-21 265.94
## 2013-02-22 265.42
## 2013-02-25 259.87
## 2013-02-26 259.36
## 2013-02-27 263.25
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## 2013-03-01 265.74
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## 2013-03-05 275.59
## 2013-03-06 273.79
## 2013-03-07 273.88
## 2013-03-08 274.19
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## 2013-03-12 274.13
## 2013-03-13 275.10
## 2013-03-14 265.74
## 2013-03-15 261.82
## 2013-03-18 257.89
## 2013-03-19 256.41
## 2013-03-20 257.28
## 2013-03-21 253.39
## 2013-03-22 257.75
## 2013-03-25 256.02
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## 2013-03-28 266.49
## 2013-04-01 261.61
## 2013-04-02 263.32
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## 2013-04-04 259.08
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## 2013-04-15 267.72
## 2013-04-16 272.34
## 2013-04-17 267.40
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## 2013-04-19 260.32
## 2013-04-22 263.55
## 2013-04-23 268.90
## 2013-04-24 268.78
## 2013-04-25 274.70
## 2013-04-26 254.81
## 2013-04-29 249.74
## 2013-04-30 253.81
## 2013-05-01 248.23
## 2013-05-02 252.55
## 2013-05-03 258.05
## 2013-05-06 255.72
## 2013-05-07 257.73
## 2013-05-08 258.68
## 2013-05-09 260.16
## 2013-05-10 263.63
## 2013-05-13 264.51
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## 2013-05-16 264.12
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## 2013-05-20 267.63
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## 2013-05-23 261.80
## 2013-05-24 261.74
## 2013-05-28 267.29
## 2013-05-29 265.53
## 2013-05-30 266.83
## 2013-05-31 269.20
## 2013-06-03 266.88
## 2013-06-04 265.70
## 2013-06-05 267.17
## 2013-06-06 267.83
## 2013-06-07 276.87
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## 2013-06-13 275.79
## 2013-06-14 273.99
## 2013-06-17 278.06
## 2013-06-18 281.76
## 2013-06-19 278.16
## 2013-06-20 273.44
## 2013-06-21 273.36
## 2013-06-24 270.61
## 2013-06-25 272.09
## 2013-06-26 277.57
## 2013-06-27 277.55
## 2013-06-28 277.69
## 2013-07-01 282.10
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## 2013-08-02 304.21
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## 2013-09-30 312.64
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## 2013-10-02 320.51
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## 2013-10-14 310.70
## 2013-10-15 306.40
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## 2013-10-17 310.77
## 2013-10-18 328.93
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## 2013-10-23 326.76
## 2013-10-24 332.21
## 2013-10-25 363.39
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## 2013-11-01 359.00
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## 2013-11-05 358.89
## 2013-11-06 356.18
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## 2013-11-18 366.18
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## 2013-11-25 376.64
## 2013-11-26 381.37
## 2013-11-27 386.71
## 2013-11-29 393.62
## 2013-12-02 392.30
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## 2013-12-05 384.49
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## 2013-12-09 384.89
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## 2013-12-11 382.19
## 2013-12-12 381.25
## 2013-12-13 384.24
## 2013-12-16 388.97
## 2013-12-17 387.65
## 2013-12-18 395.96
## 2013-12-19 395.19
## 2013-12-20 402.20
## 2013-12-23 402.92
## 2013-12-24 399.20
## 2013-12-26 404.39
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## 2019-08-14 1762.96
## 2019-08-15 1776.12
## 2019-08-16 1792.57
## 2019-08-19 1816.12
## 2019-08-20 1801.38
## 2019-08-21 1823.54
## 2019-08-22 1804.66
## 2019-08-23 1749.62
## 2019-08-26 1768.87
## 2019-08-27 1761.83
## 2019-08-28 1764.25
## 2019-08-29 1786.40
## 2019-08-30 1776.29
## 2019-09-03 1789.84
## 2019-09-04 1800.62
## 2019-09-05 1840.72
## 2019-09-06 1833.51
## 2019-09-09 1831.35
## 2019-09-10 1820.55
## 2019-09-11 1822.99
## 2019-09-12 1843.55
## 2019-09-13 1839.34
## 2019-09-16 1807.84
## 2019-09-17 1822.55
## 2019-09-18 1817.46
## 2019-09-19 1821.50
## 2019-09-20 1794.16
## 2019-09-23 1785.30
## 2019-09-24 1741.61
## 2019-09-25 1768.33
## 2019-09-26 1739.84
## 2019-09-27 1725.45
## 2019-09-30 1735.91
## 2019-10-01 1735.65
## 2019-10-02 1713.23
## 2019-10-03 1724.42
## 2019-10-04 1739.65
## 2019-10-07 1732.66
## 2019-10-08 1705.51
## 2019-10-09 1721.99
## 2019-10-10 1720.26
## 2019-10-11 1731.92
## 2019-10-14 1736.43
## 2019-10-15 1767.38
## 2019-10-16 1777.43
## 2019-10-17 1787.48
## 2019-10-18 1757.51
## 2019-10-21 1785.66
## 2019-10-22 1765.73
## 2019-10-23 1762.17
## 2019-10-24 1780.78
## 2019-10-25 1761.33
## 2019-10-28 1777.08
## 2019-10-29 1762.71
## 2019-10-30 1779.99
## 2019-10-31 1776.66
## 2019-11-01 1791.44
## 2019-11-04 1804.66
## 2019-11-05 1801.71
## 2019-11-06 1795.77
## 2019-11-07 1788.20
## 2019-11-08 1785.88
## 2019-11-11 1771.65
## 2019-11-12 1778.00
## 2019-11-13 1753.11
## 2019-11-14 1754.60
## 2019-11-15 1739.49
## 2019-11-18 1752.53
## 2019-11-19 1752.79
## 2019-11-20 1745.53
## 2019-11-21 1734.71
## 2019-11-22 1745.72
## 2019-11-25 1773.84
## 2019-11-26 1796.94
## 2019-11-27 1818.51
## 2019-11-29 1800.80
## 2019-12-02 1781.60
## 2019-12-03 1769.96
## 2019-12-04 1760.69
## 2019-12-05 1740.48
## 2019-12-06 1751.60
## 2019-12-09 1749.51
## 2019-12-10 1739.21
## 2019-12-11 1748.72
## 2019-12-12 1760.33
## 2019-12-13 1760.94
## 2019-12-16 1769.21
## 2019-12-17 1790.66
## 2019-12-18 1784.03
## 2019-12-19 1792.28
## 2019-12-20 1786.50
## 2019-12-23 1793.00
## 2019-12-24 1789.21
## 2019-12-26 1868.77
## 2019-12-27 1869.80
## 2019-12-30 1846.89
## 2019-12-31 1847.84
## 2020-01-02 1898.01
## 2020-01-03 1874.97
## 2020-01-06 1902.88
## 2020-01-07 1906.86
## 2020-01-08 1891.97
## 2020-01-09 1901.05
## 2020-01-10 1883.16
## 2020-01-13 1891.30
## 2020-01-14 1869.44
## 2020-01-15 1862.02
## 2020-01-16 1877.94
## 2020-01-17 1864.72
## 2020-01-21 1892.00
## 2020-01-22 1887.46
## 2020-01-23 1884.58
## 2020-01-24 1861.64
## 2020-01-27 1828.34
## 2020-01-28 1853.25
## 2020-01-29 1858.00
## 2020-01-30 1870.68
## 2020-01-31 2008.72
## 2020-02-03 2004.20
## 2020-02-04 2049.67
## 2020-02-05 2039.87
## 2020-02-06 2050.23
## 2020-02-07 2079.28
## 2020-02-10 2133.91
## 2020-02-11 2150.80
## 2020-02-12 2160.00
## 2020-02-13 2149.87
## 2020-02-14 2134.87
## 2020-02-18 2155.67
## 2020-02-19 2170.22
## 2020-02-20 2153.10
## 2020-02-21 2095.97
## 2020-02-24 2009.29
## 2020-02-25 1972.74
## 2020-02-26 1979.59
## 2020-02-27 1884.30
## 2020-02-28 1883.75
## 2020-03-02 1953.95
## 2020-03-03 1908.99
## 2020-03-04 1975.83
## 2020-03-05 1924.03
## 2020-03-06 1901.09
## 2020-03-09 1800.61
## 2020-03-10 1891.82
## 2020-03-11 1820.86
## 2020-03-12 1676.61
## 2020-03-13 1785.00
## 2020-03-16 1689.15
## 2020-03-17 1807.84
## 2020-03-18 1830.00
## 2020-03-19 1880.93
## 2020-03-20 1846.09
## 2020-03-23 1902.83
## 2020-03-24 1940.10
## 2020-03-25 1885.84
## 2020-03-26 1955.49
## 2020-03-27 1900.10
## 2020-03-30 1963.95
## 2020-03-31 1949.72
## 2020-04-01 1907.70
## 2020-04-02 1918.83
## 2020-04-03 1906.59
## 2020-04-06 1997.59
## 2020-04-07 2011.60
## 2020-04-08 2043.00
## 2020-04-09 2042.76
## 2020-04-13 2168.87
## 2020-04-14 2283.32
## 2020-04-15 2307.68
## 2020-04-16 2408.19
## 2020-04-17 2375.00
## 2020-04-20 2393.61
## 2020-04-21 2328.12
## 2020-04-22 2363.49
## 2020-04-23 2399.45
## 2020-04-24 2410.22
## 2020-04-27 2376.00
## 2020-04-28 2314.08
## 2020-04-29 2372.71
## 2020-04-30 2474.00
## 2020-05-01 2286.04
## 2020-05-04 2315.99
## 2020-05-05 2317.80
## 2020-05-06 2351.26
## 2020-05-07 2367.61
## 2020-05-08 2379.61
## 2020-05-11 2409.00
## 2020-05-12 2356.95
## 2020-05-13 2367.92
## 2020-05-14 2388.85
## 2020-05-15 2409.78
## 2020-05-18 2426.26
## 2020-05-19 2449.33
## 2020-05-20 2497.94
## 2020-05-21 2446.74
## 2020-05-22 2436.88
## 2020-05-26 2421.86
## 2020-05-27 2410.39
## 2020-05-28 2401.10
## 2020-05-29 2442.37
## 2020-06-01 2471.04
## 2020-06-02 2472.41
## 2020-06-03 2478.40
## 2020-06-04 2460.60
## 2020-06-05 2483.00
## 2020-06-08 2524.06
## 2020-06-09 2600.86
## 2020-06-10 2647.45
## 2020-06-11 2557.96
## 2020-06-12 2545.02
## 2020-06-15 2572.68
## 2020-06-16 2615.27
## 2020-06-17 2640.98
## 2020-06-18 2653.98
## 2020-06-19 2675.01
## 2020-06-22 2713.82
## 2020-06-23 2764.41
## 2020-06-24 2734.40
## 2020-06-25 2754.58
## 2020-06-26 2692.87
## 2020-06-29 2680.38
## 2020-06-30 2758.82
## 2020-07-01 2878.70
## 2020-07-02 2890.30
## 2020-07-06 3057.04
## 2020-07-07 3000.12
## 2020-07-08 3081.11
## 2020-07-09 3182.63
## 2020-07-10 3200.00
## 2020-07-13 3104.00
## 2020-07-14 3084.00
## 2020-07-15 3008.87
## 2020-07-16 2999.90
## 2020-07-17 2961.97
## 2020-07-20 3196.84
## 2020-07-21 3138.29
## 2020-07-22 3099.91
## 2020-07-23 2986.55
## 2020-07-24 3008.91
## 2020-07-27 3055.21
## 2020-07-28 3000.33
## 2020-07-29 3033.53
## 2020-07-30 3051.88
## 2020-07-31 3164.68
## 2020-08-03 3111.89
## 2020-08-04 3138.83
## 2020-08-05 3205.03
## 2020-08-06 3225.00
## 2020-08-07 3167.46
## 2020-08-10 3148.16
## 2020-08-11 3080.67
## 2020-08-12 3162.24
## 2020-08-13 3161.02
## 2020-08-14 3148.02
## 2020-08-17 3182.41
## 2020-08-18 3312.49
## 2020-08-19 3260.48
## 2020-08-20 3297.37
## 2020-08-21 3284.72
## 2020-08-24 3307.46
## 2020-08-25 3346.49
## 2020-08-26 3441.85
## 2020-08-27 3400.00
## 2020-08-28 3401.80
## 2020-08-31 3450.96
## 2020-09-01 3499.12
## 2020-09-02 3531.45
## 2020-09-03 3368.00
## 2020-09-04 3294.62
## 2020-09-08 3149.84
## 2020-09-09 3268.61
## 2020-09-10 3175.11
## 2020-09-11 3116.22
## 2020-09-14 3102.97
## 2020-09-15 3156.13
## 2020-09-16 3078.10
## 2020-09-17 3008.73
## 2020-09-18 2954.91
## 2020-09-21 2960.47
## 2020-09-22 3128.99
## 2020-09-23 2999.86
## 2020-09-24 3019.79
## 2020-09-25 3095.13
## 2020-09-28 3174.05
## 2020-09-29 3144.88
## 2020-09-30 3148.73
## 2020-10-01 3221.26
## 2020-10-02 3125.00
## 2020-10-05 3199.20
## 2020-10-06 3099.96
## 2020-10-07 3195.69
## 2020-10-08 3190.55
## 2020-10-09 3286.65
## 2020-10-12 3442.93
## 2020-10-13 3443.63
## 2020-10-14 3363.71
## 2020-10-15 3338.65
## 2020-10-16 3272.71
## 2020-10-19 3207.21
## 2020-10-20 3217.01
## 2020-10-21 3184.94
## 2020-10-22 3176.40
## 2020-10-23 3204.40
## 2020-10-26 3207.04
## 2020-10-27 3286.33
## 2020-10-28 3162.78
## 2020-10-29 3211.01
## 2020-10-30 3036.15
## 2020-11-02 3004.48
## 2020-11-03 3048.41
## 2020-11-04 3241.16
## 2020-11-05 3322.00
## 2020-11-06 3311.37
## 2020-11-09 3143.74
## 2020-11-10 3035.02
## 2020-11-11 3137.39
## 2020-11-12 3110.28
## 2020-11-13 3128.81
## 2020-11-16 3131.06
## 2020-11-17 3135.66
## 2020-11-18 3105.46
## 2020-11-19 3117.02
## 2020-11-20 3099.40
## 2020-11-23 3098.39
## 2020-11-24 3118.06
## 2020-11-25 3185.07
## 2020-11-27 3195.34
## 2020-11-30 3168.04
## 2020-12-01 3220.08
## 2020-12-02 3203.53
## 2020-12-03 3186.73
## 2020-12-04 3162.58
## 2020-12-07 3158.00
## 2020-12-08 3177.29
## 2020-12-09 3104.20
## 2020-12-10 3101.49
## 2020-12-11 3116.42
## 2020-12-14 3156.97
## 2020-12-15 3165.12
## 2020-12-16 3240.96
## 2020-12-17 3236.08
## 2020-12-18 3201.65
## 2020-12-21 3206.18
## 2020-12-22 3206.52
## 2020-12-23 3185.27
## 2020-12-24 3172.69
## 2020-12-28 3283.96
## 2020-12-29 3322.00
## 2020-12-30 3285.85
## 2020-12-31 3256.93
## 2021-01-04 3186.63
## 2021-01-05 3218.51
## 2021-01-06 3138.38
## 2021-01-07 3162.16
## 2021-01-08 3182.70
## 2021-01-11 3114.21
## 2021-01-12 3120.83
## 2021-01-13 3165.89
## 2021-01-14 3127.47
## 2021-01-15 3104.25
## 2021-01-19 3120.76
## 2021-01-20 3263.38
## 2021-01-21 3306.99
## 2021-01-22 3292.23
## 2021-01-25 3294.00
## 2021-01-26 3326.13
## 2021-01-27 3232.58
## 2021-01-28 3237.62
## 2021-01-29 3206.20
## 2021-02-01 3342.88
## 2021-02-02 3380.00
## 2021-02-03 3312.53
## 2021-02-04 3331.00
## 2021-02-05 3352.15
## 2021-02-08 3322.94
## 2021-02-09 3305.00
## 2021-02-10 3286.58
## 2021-02-11 3262.13
## 2021-02-12 3277.71
## 2021-02-16 3268.95
## 2021-02-17 3308.64
## 2021-02-18 3328.23
## 2021-02-19 3249.90
## 2021-02-22 3180.74
## 2021-02-23 3194.50
## 2021-02-24 3159.53
## 2021-02-25 3057.16
## 2021-02-26 3092.93
## 2021-03-01 3146.14
## 2021-03-02 3094.53
## 2021-03-03 3005.00
## 2021-03-04 2977.57
## 2021-03-05 3000.46
## 2021-03-08 2951.95
## 2021-03-09 3062.85
## 2021-03-10 3057.64
## 2021-03-11 3113.59
## 2021-03-12 3089.49
## 2021-03-15 3081.68
## 2021-03-16 3091.86
## 2021-03-17 3135.73
## 2021-03-18 3027.99
## 2021-03-19 3074.96
## 2021-03-22 3110.87
## 2021-03-23 3137.50
## 2021-03-24 3087.07
## 2021-03-25 3046.26
## 2021-03-26 3052.03
## 2021-03-29 3075.73
## 2021-03-30 3055.29
## 2021-03-31 3094.08
## 2021-04-01 3161.00
## 2021-04-05 3226.73
## 2021-04-06 3223.82
## 2021-04-07 3279.39
## 2021-04-08 3299.30
## 2021-04-09 3372.20
## 2021-04-12 3379.39
## 2021-04-13 3400.00
## 2021-04-14 3333.00
## 2021-04-15 3379.09
## 2021-04-16 3399.44
## 2021-04-19 3372.01
## 2021-04-20 3334.69
## 2021-04-21 3362.02
## 2021-04-22 3309.04
## 2021-04-23 3340.88
## 2021-04-26 3409.00
## 2021-04-27 3417.43
## 2021-04-28 3458.50
## 2021-04-29 3471.31
## 2021-04-30 3467.42
## 2021-05-03 3386.49
## 2021-05-04 3311.87
## 2021-05-05 3270.54
## 2021-05-06 3306.37
## 2021-05-07 3291.61
## 2021-05-10 3190.49
## 2021-05-11 3223.91
## 2021-05-12 3151.94
## 2021-05-13 3161.47
## 2021-05-14 3222.90
## 2021-05-17 3270.39
## 2021-05-18 3232.28
## 2021-05-19 3231.80
## 2021-05-20 3247.68
## 2021-05-21 3203.08
## 2021-05-24 3244.99
## 2021-05-25 3259.05
## 2021-05-26 3265.16
## 2021-05-27 3230.11
## 2021-05-28 3223.07
## 2021-06-01 3218.65
## 2021-06-02 3233.99
## 2021-06-03 3187.01
## 2021-06-04 3206.22
## 2021-06-07 3198.01
## 2021-06-08 3264.11
## 2021-06-09 3281.15
## 2021-06-10 3349.65
## 2021-06-11 3346.83
## 2021-06-14 3383.87
## 2021-06-15 3383.13
## 2021-06-16 3415.25
## 2021-06-17 3489.24
## 2021-06-18 3486.90
## 2021-06-21 3453.96
## 2021-06-22 3505.44
## 2021-06-23 3503.82
## 2021-06-24 3449.08
## 2021-06-25 3401.46
## 2021-06-28 3443.89
## 2021-06-29 3448.14
## 2021-06-30 3440.16
## 2021-07-01 3432.97
## 2021-07-02 3510.98
## 2021-07-06 3675.74
## 2021-07-07 3696.58
## 2021-07-08 3731.41
## 2021-07-09 3719.34
## 2021-07-12 3718.55
## 2021-07-13 3677.36
## 2021-07-14 3681.68
## 2021-07-15 3631.20
## 2021-07-16 3573.63
## 2021-07-19 3549.59
## 2021-07-20 3573.19
## 2021-07-21 3585.20
## 2021-07-22 3638.03
## 2021-07-23 3656.64
## 2021-07-26 3699.82
## 2021-07-27 3626.39
## 2021-07-28 3630.32
## 2021-07-29 3599.92
## 2021-07-30 3327.59
## 2021-08-02 3331.48
## 2021-08-03 3366.24
## 2021-08-04 3354.72
## 2021-08-05 3375.99
## 2021-08-06 3344.94
## 2021-08-09 3341.87
## 2021-08-10 3320.68
## 2021-08-11 3292.11
## 2021-08-12 3303.50
## 2021-08-13 3293.97
## 2021-08-16 3298.99
## 2021-08-17 3241.96
## 2021-08-18 3201.22
## 2021-08-19 3187.75
## 2021-08-20 3199.95
## 2021-08-23 3265.87
## 2021-08-24 3305.78
## 2021-08-25 3299.18
## 2021-08-26 3316.00
## 2021-08-27 3349.63
## 2021-08-30 3421.57
## 2021-08-31 3470.79
## 2021-09-01 3479.00
## 2021-09-02 3463.12
## 2021-09-03 3478.05
## 2021-09-07 3509.29
## 2021-09-08 3525.50
## 2021-09-09 3484.16
## 2021-09-10 3469.15
## 2021-09-13 3457.17
## 2021-09-14 3450.00
## 2021-09-15 3475.79
## 2021-09-16 3488.24
## 2021-09-17 3462.52
## 2021-09-20 3355.73
## 2021-09-21 3343.63
## 2021-09-22 3380.05
## 2021-09-23 3416.00
## 2021-09-24 3425.52
## 2021-09-27 3405.80
## 2021-09-28 3315.96
## 2021-09-29 3301.12
## 2021-09-30 3285.04
## 2021-10-01 3283.26
## 2021-10-04 3189.78
## 2021-10-05 3221.00
## 2021-10-06 3262.01
## 2021-10-07 3302.43
## 2021-10-08 3288.62
## 2021-10-11 3246.30
## 2021-10-12 3247.33
## 2021-10-13 3284.28
## 2021-10-14 3299.86
## 2021-10-15 3409.02
## 2021-10-18 3446.74
## 2021-10-19 3444.15
## 2021-10-20 3415.06
## 2021-10-21 3435.01
## 2021-10-22 3335.55
## 2021-10-25 3320.37
## 2021-10-26 3376.07
## 2021-10-27 3392.49
## 2021-10-28 3446.57
## 2021-10-29 3372.43
## 2021-11-01 3318.11
## 2021-11-02 3312.75
## 2021-11-03 3384.00
## 2021-11-04 3477.00
## 2021-11-05 3518.99
## 2021-11-08 3488.98
## 2021-11-09 3576.23
## 2021-11-10 3482.05
## 2021-11-11 3472.50
## 2021-11-12 3525.15
## 2021-11-15 3545.68
## 2021-11-16 3540.70
## 2021-11-17 3549.00
## 2021-11-18 3696.06
## 2021-11-19 3676.57
## 2021-11-22 3572.57
## 2021-11-23 3580.04
## 2021-11-24 3580.41
## 2021-11-26 3504.56
## 2021-11-29 3561.57
## 2021-11-30 3507.07
## 2021-12-01 3443.72
## 2021-12-02 3437.36
## 2021-12-03 3389.79
## 2021-12-06 3427.37
## 2021-12-07 3523.29
## 2021-12-08 3523.16
## 2021-12-09 3483.42
## 2021-12-10 3444.24
## 2021-12-13 3391.35
## 2021-12-14 3381.83
## 2021-12-15 3466.30
## 2021-12-16 3377.42
## 2021-12-17 3400.35
## 2021-12-20 3341.58
## 2021-12-21 3408.34
## 2021-12-22 3420.74
## 2021-12-23 3421.37
## 2021-12-27 3393.39
## 2021-12-28 3413.22
## 2021-12-29 3384.02
## 2021-12-30 3372.89
## 2021-12-31 3334.34
## 2022-01-03 3408.09
## 2022-01-04 3350.44
## 2022-01-05 3287.14
## 2022-01-06 3265.08
## 2022-01-07 3251.08
## 2022-01-10 3229.72
## 2022-01-11 3307.24
## 2022-01-12 3304.14
## 2022-01-13 3224.28
## 2022-01-14 3242.76
## 2022-01-18 3178.35
## 2022-01-19 3125.98
## 2022-01-20 3033.35
## 2022-01-21 2852.86
## 2022-01-24 2890.88
## 2022-01-25 2799.72
## 2022-01-26 2777.45
## 2022-01-27 2792.75
## 2022-01-28 2879.56
## 2022-01-31 2991.47
## 2022-02-01 3023.87
## 2022-02-02 3012.25
## 2022-02-03 2776.91
## 2022-02-04 3152.79
## 2022-02-07 3158.71
## 2022-02-08 3228.27
## 2022-02-09 3223.79
## 2022-02-10 3180.07
## 2022-02-11 3065.87
## 2022-02-14 3103.34
## 2022-02-15 3130.21
## 2022-02-16 3162.01
## 2022-02-17 3093.05
## 2022-02-18 3052.03
## 2022-02-22 3003.95
## 2022-02-23 2896.54
## 2022-02-24 3027.16
## 2022-02-25 3075.77
## 2022-02-28 3071.26
## 2022-03-01 3022.84
## 2022-03-02 3041.05
## 2022-03-03 2957.97
## 2022-03-04 2912.82
## 2022-03-07 2749.06
## 2022-03-08 2720.29plot(AMZN$AMZN.Close, ylab="Amazon", xlab="Sene")
library(tseries)adf.test(AMZN$AMZN.Close)##
## Augmented Dickey-Fuller Test
##
## data: AMZN$AMZN.Close
## Dickey-Fuller = -1.6143, Lag order = 15, p-value = 0.7417
## alternative hypothesis: stationaryNetflix, Inc. (NFLX)
library(quantmod)getSymbols("NFLX")## [1] "NFLX"dim(NFLX)## [1] 3822 6head(NFLX)## NFLX.Open NFLX.High NFLX.Low NFLX.Close NFLX.Volume NFLX.Adjusted
## 2007-01-03 3.714286 3.824286 3.677143 3.801429 16440900 3.801429
## 2007-01-04 3.772857 3.828571 3.585714 3.621429 15959300 3.621429
## 2007-01-05 3.620000 3.620000 3.492857 3.544286 15190700 3.544286
## 2007-01-08 3.545714 3.555714 3.367143 3.404286 18344900 3.404286
## 2007-01-09 3.427143 3.440000 3.360000 3.427143 10611300 3.427143
## 2007-01-10 3.424286 3.464286 3.411429 3.438571 11448500 3.438571tail(NFLX)## NFLX.Open NFLX.High NFLX.Low NFLX.Close NFLX.Volume NFLX.Adjusted
## 2022-03-01 391.60 395.00 383.71 386.24 3290400 386.24
## 2022-03-02 388.93 389.22 375.21 380.03 5356800 380.03
## 2022-03-03 386.00 386.12 364.65 368.07 6076800 368.07
## 2022-03-04 368.00 374.82 357.17 361.73 5325500 361.73
## 2022-03-07 360.41 362.00 350.20 350.26 5703900 350.26
## 2022-03-08 349.80 358.82 340.67 341.76 6307317 341.76NFLX$NFLX.Volume## NFLX.Volume
## 2007-01-03 16440900
## 2007-01-04 15959300
## 2007-01-05 15190700
## 2007-01-08 18344900
## 2007-01-09 10611300
## 2007-01-10 11448500
## 2007-01-11 9130100
## 2007-01-12 22171100
## 2007-01-16 30134300
## 2007-01-17 15204000
## 2007-01-18 11298700
## 2007-01-19 12152000
## 2007-01-22 18595500
## 2007-01-23 20239100
## 2007-01-24 44220400
## 2007-01-25 64389500
## 2007-01-26 13869800
## 2007-01-29 21761600
## 2007-01-30 8789200
## 2007-01-31 10256400
## 2007-02-01 7888300
## 2007-02-02 9864400
## 2007-02-05 5572700
## 2007-02-06 15805300
## 2007-02-07 11223800
## 2007-02-08 19541900
## 2007-02-09 7865200
## 2007-02-12 7119700
## 2007-02-13 4841900
## 2007-02-14 36174600
## 2007-02-15 8286600
## 2007-02-16 10532900
## 2007-02-20 12290600
## 2007-02-21 64801800
## 2007-02-22 8782900
## 2007-02-23 8375500
## 2007-02-26 6216700
## 2007-02-27 12520200
## 2007-02-28 8883000
## 2007-03-01 12429200
## 2007-03-02 8073100
## 2007-03-05 17101000
## 2007-03-06 14133000
## 2007-03-07 8599500
## 2007-03-08 6320300
## 2007-03-09 6686400
## 2007-03-12 6709500
## 2007-03-13 9384200
## 2007-03-14 8215900
## 2007-03-15 6435800
## 2007-03-16 6666100
## 2007-03-19 5712000
## 2007-03-20 15969100
## 2007-03-21 15977500
## 2007-03-22 5699400
## 2007-03-23 10215800
## 2007-03-26 7420700
## 2007-03-27 9218300
## 2007-03-28 5481700
## 2007-03-29 6681500
## 2007-03-30 5320700
## 2007-04-02 7243600
## 2007-04-03 8878100
## 2007-04-04 14124600
## 2007-04-05 5451600
## 2007-04-09 4174800
## 2007-04-10 8075200
## 2007-04-11 6979000
## 2007-04-12 5466300
## 2007-04-13 3591000
## 2007-04-16 4580100
## 2007-04-17 12124700
## 2007-04-18 54943000
## 2007-04-19 28145600
## 2007-04-20 12862500
## 2007-04-23 13811700
## 2007-04-24 8918000
## 2007-04-25 8402800
## 2007-04-26 9762200
## 2007-04-27 5637800
## 2007-04-30 9247700
## 2007-05-01 9521400
## 2007-05-02 18639600
## 2007-05-03 13815900
## 2007-05-04 6577900
## 2007-05-07 4162200
## 2007-05-08 5741400
## 2007-05-09 3988600
## 2007-05-10 7143500
## 2007-05-11 4809000
## 2007-05-14 4454100
## 2007-05-15 4726400
## 2007-05-16 5036500
## 2007-05-17 5142200
## 2007-05-18 4446400
## 2007-05-21 6663300
## 2007-05-22 7024500
## 2007-05-23 12280800
## 2007-05-24 6400800
## 2007-05-25 5974500
## 2007-05-29 11567500
## 2007-05-30 7326200
## 2007-05-31 7028000
## 2007-06-01 8029700
## 2007-06-04 5546100
## 2007-06-05 5884900
## 2007-06-06 33418000
## 2007-06-07 59103100
## 2007-06-08 14037800
## 2007-06-11 18034800
## 2007-06-12 40176500
## 2007-06-13 27407800
## 2007-06-14 11363100
## 2007-06-15 22093400
## 2007-06-18 12236000
## 2007-06-19 7909300
## 2007-06-20 6377700
## 2007-06-21 10077900
## 2007-06-22 7343000
## 2007-06-25 6802600
## 2007-06-26 5786200
## 2007-06-27 21091700
## 2007-06-28 14725200
## 2007-06-29 12084100
## 2007-07-02 7970200
## 2007-07-03 3085600
## 2007-07-05 6480600
## 2007-07-06 8071000
## 2007-07-09 8169000
## 2007-07-10 8853600
## 2007-07-11 5497100
## 2007-07-12 5622400
## 2007-07-13 4643800
## 2007-07-16 5152700
## 2007-07-17 4524800
## 2007-07-18 6498100
## 2007-07-19 5192600
## 2007-07-20 9616600
## 2007-07-23 53727800
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## 2007-07-25 37554300
## 2007-07-26 33457200
## 2007-07-27 20304900
## 2007-07-30 13633200
## 2007-07-31 9654400
## 2007-08-01 14216300
## 2007-08-02 9258900
## 2007-08-03 8661800
## 2007-08-06 11218200
## 2007-08-07 10384500
## 2007-08-08 12916400
## 2007-08-09 18304300
## 2007-08-10 10725400
## 2007-08-13 6819400
## 2007-08-14 5313000
## 2007-08-15 5427100
## 2007-08-16 13841100
## 2007-08-17 7107100
## 2007-08-20 5513200
## 2007-08-21 3348100
## 2007-08-22 4594100
## 2007-08-23 3038700
## 2007-08-24 6324500
## 2007-08-27 3496500
## 2007-08-28 4652900
## 2007-08-29 3855600
## 2007-08-30 4953900
## 2007-08-31 4745300
## 2007-09-04 11164300
## 2007-09-05 4132800
## 2007-09-06 7506100
## 2007-09-07 6757100
## 2007-09-10 6353200
## 2007-09-11 5483100
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## 2007-09-13 4442200
## 2007-09-14 4784500
## 2007-09-17 10098200
## 2007-09-18 6933500
## 2007-09-19 8152900
## 2007-09-20 7499100
## 2007-09-21 15879500
## 2007-09-24 6366500
## 2007-09-25 18057900
## 2007-09-26 15875300
## 2007-09-27 11898600
## 2007-09-28 8662500
## 2007-10-01 9528400
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## 2007-10-25 9669100
## 2007-10-26 10921400
## 2007-10-29 7771400
## 2007-10-30 12056800
## 2007-10-31 10792600
## 2007-11-01 10406200
## 2007-11-02 8920100
## 2007-11-05 7676900
## 2007-11-06 7774200
## 2007-11-07 7448000
## 2007-11-08 10652600
## 2007-11-09 13925100
## 2007-11-12 9178400
## 2007-11-13 6433000
## 2007-11-14 7147000
## 2007-11-15 6981100
## 2007-11-16 11610900
## 2007-11-19 6818000
## 2007-11-20 11195800
## 2007-11-21 10418800
## 2007-11-23 6153000
## 2007-11-26 6465900
## 2007-11-27 6707400
## 2007-11-28 9417800
## 2007-11-29 6612900
## 2007-11-30 8799700
## 2007-12-03 9137800
## 2007-12-04 5681200
## 2007-12-05 10406200
## 2007-12-06 6832000
## 2007-12-07 5803700
## 2007-12-10 4284700
## 2007-12-11 6779500
## 2007-12-12 5343100
## 2007-12-13 5160400
## 2007-12-14 9684500
## 2007-12-17 3688300
## 2007-12-18 4935000
## 2007-12-19 6424600
## 2007-12-20 22400000
## 2007-12-21 25501000
## 2007-12-24 3864000
## 2007-12-26 6311900
## 2007-12-27 11615800
## 2007-12-28 7536900
## 2007-12-31 10415300
## 2008-01-02 12527900
## 2008-01-03 21340200
## 2008-01-04 17202500
## 2008-01-07 12693800
## 2008-01-08 14490000
## 2008-01-09 15200500
## 2008-01-10 13379100
## 2008-01-11 8981700
## 2008-01-14 16165800
## 2008-01-15 37895200
## 2008-01-16 17956400
## 2008-01-17 11844000
## 2008-01-18 12496400
## 2008-01-22 14127400
## 2008-01-23 29370600
## 2008-01-24 38927000
## 2008-01-25 19865300
## 2008-01-28 11650100
## 2008-01-29 7082600
## 2008-01-30 9307200
## 2008-01-31 23223900
## 2008-02-01 12623100
## 2008-02-04 11883900
## 2008-02-05 8945300
## 2008-02-06 15107400
## 2008-02-07 16767100
## 2008-02-08 10850700
## 2008-02-11 9594900
## 2008-02-12 7427700
## 2008-02-13 7099400
## 2008-02-14 6273400
## 2008-02-15 6734700
## 2008-02-19 9839200
## 2008-02-20 12815600
## 2008-02-21 7112000
## 2008-02-22 5740000
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## 2008-02-27 41283200
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## 2008-02-29 16774800
## 2008-03-03 12994800
## 2008-03-04 8935500
## 2008-03-05 12135900
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## 2008-03-28 9209900
## 2008-03-31 14527800
## 2008-04-01 16173500
## 2008-04-02 9599100
## 2008-04-03 8990100
## 2008-04-04 6877500
## 2008-04-07 5357800
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## 2008-04-09 7982800
## 2008-04-10 5525800
## 2008-04-11 7887600
## 2008-04-14 6811000
## 2008-04-15 5721100
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## 2008-04-17 23908500
## 2008-04-18 14841400
## 2008-04-21 22172500
## 2008-04-22 73231900
## 2008-04-23 20147400
## 2008-04-24 13801200
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## 2008-05-08 9996700
## 2008-05-09 4894400
## 2008-05-12 10579100
## 2008-05-13 6391000
## 2008-05-14 7686000
## 2008-05-15 15273300
## 2008-05-16 14801500
## 2008-05-19 8920100
## 2008-05-20 31366300
## 2008-05-21 13125700
## 2008-05-22 9313500
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## 2008-05-27 5602100
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## 2008-05-29 15862700
## 2008-05-30 8871100
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## 2008-06-04 6671700
## 2008-06-05 10714900
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## 2008-06-17 3051300
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## 2008-06-19 8460900
## 2008-06-20 7775600
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## 2008-06-25 6297900
## 2008-06-26 8674400
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## 2008-07-03 10806600
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## 2008-08-29 4333700
## 2008-09-02 8938300
## 2008-09-03 5409600
## 2008-09-04 13195000
## 2008-09-05 10923500
## 2008-09-08 11142600
## 2008-09-09 9315600
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## 2008-09-11 8371300
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## 2008-09-15 6594000
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## 2008-09-29 8029000
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## 2008-10-30 8499400
## 2008-10-31 10673600
## 2008-11-03 9460500
## 2008-11-04 5430600
## 2008-11-05 5829600
## 2008-11-06 6739600
## 2008-11-07 5490800
## 2008-11-10 3045700
## 2008-11-11 4465300
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## 2008-11-13 13511400
## 2008-11-14 9055200
## 2008-11-17 7175700
## 2008-11-18 6712300
## 2008-11-19 7198100
## 2008-11-20 12006400
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## 2008-12-02 6883800
## 2008-12-03 6189400
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## 2008-12-05 9088100
## 2008-12-08 9763600
## 2008-12-09 17894800
## 2008-12-10 8979600
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## 2022-03-08 6307317plot(NFLX$NFLX.Volume, ylab="Netflix", xlab="Sene")
library(tseries)adf.test(NFLX$NFLX.Volume)## Warning in adf.test(NFLX$NFLX.Volume): p-value smaller than printed p-value##
## Augmented Dickey-Fuller Test
##
## data: NFLX$NFLX.Volume
## Dickey-Fuller = -6.5422, Lag order = 15, p-value = 0.01
## alternative hypothesis: stationaryİşsizlik oranı
getSymbols("UNRATE",src="FRED")## [1] "UNRATE"head(UNRATE)## UNRATE
## 1948-01-01 3.4
## 1948-02-01 3.8
## 1948-03-01 4.0
## 1948-04-01 3.9
## 1948-05-01 3.5
## 1948-06-01 3.6tail(UNRATE)## UNRATE
## 2021-09-01 4.7
## 2021-10-01 4.6
## 2021-11-01 4.2
## 2021-12-01 3.9
## 2022-01-01 4.0
## 2022-02-01 3.8plot(UNRATE, ylab="İşsizlik oranı", xlab="Sene")
library(dynlm)Ilkgecikme <- dynlm(UNRATE ~ L(UNRATE, 1))
summary(Ilkgecikme)##
## Time series regression with "zoo" data:
## Start = 1970-01-01, End = 1970-01-01
##
## Call:
## dynlm(formula = UNRATE ~ L(UNRATE, 1))
##
## Residuals:
## ALL 1 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.9 NaN NaN NaN
## L(UNRATE, 1) NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedomIkincigecikme <- dynlm(UNRATE ~ L(UNRATE, 2))
summary(Ikincigecikme)##
## Time series regression with "zoo" data:
## Start = 1970-01-01, End = 1970-01-01
##
## Call:
## dynlm(formula = UNRATE ~ L(UNRATE, 2))
##
## Residuals:
## ALL 1 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.9 NaN NaN NaN
## L(UNRATE, 2) NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedomUcuncugecikme <- dynlm(UNRATE ~ L(UNRATE, 3))
summary(Ucuncugecikme)##
## Time series regression with "zoo" data:
## Start = 1970-01-01, End = 1970-01-01
##
## Call:
## dynlm(formula = UNRATE ~ L(UNRATE, 3))
##
## Residuals:
## ALL 1 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.9 NaN NaN NaN
## L(UNRATE, 3) NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedomAR10 <- dynlm(UNRATE ~ L(UNRATE, c(1:10)))
summary(AR10)##
## Time series regression with "zoo" data:
## Start = 1970-01-01, End = 1970-01-01
##
## Call:
## dynlm(formula = UNRATE ~ L(UNRATE, c(1:10)))
##
## Residuals:
## ALL 1 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (10 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.9 NaN NaN NaN
## L(UNRATE, c(1:10))1 NA NA NA NA
## L(UNRATE, c(1:10))2 NA NA NA NA
## L(UNRATE, c(1:10))3 NA NA NA NA
## L(UNRATE, c(1:10))4 NA NA NA NA
## L(UNRATE, c(1:10))5 NA NA NA NA
## L(UNRATE, c(1:10))6 NA NA NA NA
## L(UNRATE, c(1:10))7 NA NA NA NA
## L(UNRATE, c(1:10))8 NA NA NA NA
## L(UNRATE, c(1:10))9 NA NA NA NA
## L(UNRATE, c(1:10))10 NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedomadf.test(UNRATE)## Warning in adf.test(UNRATE): p-value smaller than printed p-value##
## Augmented Dickey-Fuller Test
##
## data: UNRATE
## Dickey-Fuller = -3.98, Lag order = 9, p-value = 0.01
## alternative hypothesis: stationaryEnflasyon, ABD için tüketici fiyatları
getSymbols("FPCPITOTLZGUSA",src="FRED")## [1] "FPCPITOTLZGUSA"head(FPCPITOTLZGUSA)## FPCPITOTLZGUSA
## 1960-01-01 1.457976
## 1961-01-01 1.070724
## 1962-01-01 1.198773
## 1963-01-01 1.239669
## 1964-01-01 1.278912
## 1965-01-01 1.585169tail(FPCPITOTLZGUSA)## FPCPITOTLZGUSA
## 2015-01-01 0.1186271
## 2016-01-01 1.2615832
## 2017-01-01 2.1301100
## 2018-01-01 2.4425833
## 2019-01-01 1.8122101
## 2020-01-01 1.2335844plot(FPCPITOTLZGUSA, ylab="Tüketici fiyatları", xlab="Sene")
library(dynlm)Ilkgecikme <- dynlm(FPCPITOTLZGUSA ~ L(FPCPITOTLZGUSA, 1))
summary(Ilkgecikme)##
## Time series regression with "zoo" data:
## Start = 1970-01-01, End = 1970-01-01
##
## Call:
## dynlm(formula = FPCPITOTLZGUSA ~ L(FPCPITOTLZGUSA, 1))
##
## Residuals:
## ALL 1 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.838 NaN NaN NaN
## L(FPCPITOTLZGUSA, 1) NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedomIkincigecikme <- dynlm(FPCPITOTLZGUSA ~ L(FPCPITOTLZGUSA, 2))
summary(Ikincigecikme)##
## Time series regression with "zoo" data:
## Start = 1970-01-01, End = 1970-01-01
##
## Call:
## dynlm(formula = FPCPITOTLZGUSA ~ L(FPCPITOTLZGUSA, 2))
##
## Residuals:
## ALL 1 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.838 NaN NaN NaN
## L(FPCPITOTLZGUSA, 2) NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedomUcuncugecikme <- dynlm(FPCPITOTLZGUSA ~ L(FPCPITOTLZGUSA, 3))
summary(Ucuncugecikme)##
## Time series regression with "zoo" data:
## Start = 1970-01-01, End = 1970-01-01
##
## Call:
## dynlm(formula = FPCPITOTLZGUSA ~ L(FPCPITOTLZGUSA, 3))
##
## Residuals:
## ALL 1 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.838 NaN NaN NaN
## L(FPCPITOTLZGUSA, 3) NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedomAR10 <- dynlm(FPCPITOTLZGUSA ~ L(FPCPITOTLZGUSA, c(1:10)))
summary(AR10)##
## Time series regression with "zoo" data:
## Start = 1970-01-01, End = 1970-01-01
##
## Call:
## dynlm(formula = FPCPITOTLZGUSA ~ L(FPCPITOTLZGUSA, c(1:10)))
##
## Residuals:
## ALL 1 residuals are 0: no residual degrees of freedom!
##
## Coefficients: (10 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.838 NaN NaN NaN
## L(FPCPITOTLZGUSA, c(1:10))1 NA NA NA NA
## L(FPCPITOTLZGUSA, c(1:10))2 NA NA NA NA
## L(FPCPITOTLZGUSA, c(1:10))3 NA NA NA NA
## L(FPCPITOTLZGUSA, c(1:10))4 NA NA NA NA
## L(FPCPITOTLZGUSA, c(1:10))5 NA NA NA NA
## L(FPCPITOTLZGUSA, c(1:10))6 NA NA NA NA
## L(FPCPITOTLZGUSA, c(1:10))7 NA NA NA NA
## L(FPCPITOTLZGUSA, c(1:10))8 NA NA NA NA
## L(FPCPITOTLZGUSA, c(1:10))9 NA NA NA NA
## L(FPCPITOTLZGUSA, c(1:10))10 NA NA NA NA
##
## Residual standard error: NaN on 0 degrees of freedomadf.test(FPCPITOTLZGUSA)##
## Augmented Dickey-Fuller Test
##
## data: FPCPITOTLZGUSA
## Dickey-Fuller = -2.63, Lag order = 3, p-value = 0.32
## alternative hypothesis: stationary