# Load necessary libraries
library(fGarch)
## NOTE: Packages 'fBasics', 'timeDate', and 'timeSeries' are no longer
## attached to the search() path when 'fGarch' is attached.
##
## If needed attach them yourself in your R script by e.g.,
## require("timeSeries")
library(tseries)
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
library(forecast)
library(PerformanceAnalytics)
## Warning: package 'PerformanceAnalytics' was built under R version 4.4.3
## Loading required package: xts
## Loading required package: zoo
##
## Attaching package: 'zoo'
## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numeric
##
## Attaching package: 'PerformanceAnalytics'
## The following objects are masked from 'package:fGarch':
##
## ES, VaR
## The following object is masked from 'package:graphics':
##
## legend
library(rugarch)
## Loading required package: parallel
##
## Attaching package: 'rugarch'
## The following object is masked from 'package:stats':
##
## sigma
# 1. Import data
data = read.csv("AUS.csv")
d1 = data$PENSION; d1
## [1] 13.50 13.59 13.49 13.47 13.70 13.73 13.71 13.83 13.85 13.76 13.66 13.65
## [13] 13.61 13.61 13.81 14.23 14.29 14.39 14.24 14.25 14.45 15.32 15.49 17.28
## [25] 18.47 22.51 23.03 23.04 23.43 22.36 23.27 20.84 19.98 18.61 17.76 17.42
## [37] 16.69 16.67 16.76 15.11 14.05 13.05 12.20 12.08 11.30 10.83 9.81 10.13
## [49] 10.32 11.90 11.80 11.97 12.46 12.77 13.33 13.62 13.89 14.23 14.19 14.17
## [61] 14.05 13.90 14.28 14.19 14.29 14.65 14.54 14.47 14.33 14.24 14.95 13.89
## [73] 14.11 14.06 14.53 15.21 15.88 16.02 15.94 15.88 15.89 18.37 17.85 16.87
## [85] 16.67 16.35 15.96 15.39 14.67 12.99 11.25 9.66 8.93 8.18 7.55 7.83
## [97] 7.65 7.79 8.44 9.10 9.48 9.74 10.38 9.17 8.01 7.61 7.21 7.01
## [109] 6.67 6.26 6.22 6.22 6.20 6.22 6.54 6.55 6.92 6.58 6.44 6.36
## [121] 6.22 6.24 6.27 6.21 5.87 5.70 5.72 5.52 5.42 5.48 5.31 5.21
## [133] 5.08 4.99 4.80 4.66 4.75 4.75
d2 = diff(d1); d2
## [1] 0.09 -0.10 -0.02 0.23 0.03 -0.02 0.12 0.02 -0.09 -0.10 -0.01 -0.04
## [13] 0.00 0.20 0.42 0.06 0.10 -0.15 0.01 0.20 0.87 0.17 1.79 1.19
## [25] 4.04 0.52 0.01 0.39 -1.07 0.91 -2.43 -0.86 -1.37 -0.85 -0.34 -0.73
## [37] -0.02 0.09 -1.65 -1.06 -1.00 -0.85 -0.12 -0.78 -0.47 -1.02 0.32 0.19
## [49] 1.58 -0.10 0.17 0.49 0.31 0.56 0.29 0.27 0.34 -0.04 -0.02 -0.12
## [61] -0.15 0.38 -0.09 0.10 0.36 -0.11 -0.07 -0.14 -0.09 0.71 -1.06 0.22
## [73] -0.05 0.47 0.68 0.67 0.14 -0.08 -0.06 0.01 2.48 -0.52 -0.98 -0.20
## [85] -0.32 -0.39 -0.57 -0.72 -1.68 -1.74 -1.59 -0.73 -0.75 -0.63 0.28 -0.18
## [97] 0.14 0.65 0.66 0.38 0.26 0.64 -1.21 -1.16 -0.40 -0.40 -0.20 -0.34
## [109] -0.41 -0.04 0.00 -0.02 0.02 0.32 0.01 0.37 -0.34 -0.14 -0.08 -0.14
## [121] 0.02 0.03 -0.06 -0.34 -0.17 0.02 -0.20 -0.10 0.06 -0.17 -0.10 -0.13
## [133] -0.09 -0.19 -0.14 0.09 0.00
ts.plot(d2)
ts.plot(d2, main = "Monthly Log Returns of Pension Fund (2007–2018)", ylab = "Log Returns")
FA1 = garchFit(formula = ~garch(2,2), data = d2, cond.dist = "snorm"); FA1
##
## Series Initialization:
## ARMA Model: arma
## Formula Mean: ~ arma(0, 0)
## GARCH Model: garch
## Formula Variance: ~ garch(2, 2)
## ARMA Order: 0 0
## Max ARMA Order: 0
## GARCH Order: 2 2
## Max GARCH Order: 2
## Maximum Order: 2
## Conditional Dist: snorm
## h.start: 3
## llh.start: 1
## Length of Series: 137
## Recursion Init: mci
## Series Scale: 0.7292081
##
## Parameter Initialization:
## Initial Parameters: $params
## Limits of Transformations: $U, $V
## Which Parameters are Fixed? $includes
## Parameter Matrix:
## U V params includes
## mu -0.87586262 0.8758626 -0.08758626 TRUE
## omega 0.00000100 100.0000000 0.10000000 TRUE
## alpha1 0.00000001 1.0000000 0.05000000 TRUE
## alpha2 0.00000001 1.0000000 0.05000000 TRUE
## gamma1 -0.99999999 1.0000000 0.10000000 FALSE
## gamma2 -0.99999999 1.0000000 0.10000000 FALSE
## beta1 0.00000001 1.0000000 0.40000000 TRUE
## beta2 0.00000001 1.0000000 0.40000000 TRUE
## delta 0.00000000 2.0000000 2.00000000 FALSE
## skew 0.10000000 10.0000000 1.00000000 TRUE
## shape 1.00000000 10.0000000 4.00000000 FALSE
## Index List of Parameters to be Optimized:
## mu omega alpha1 alpha2 beta1 beta2 skew
## 1 2 3 4 7 8 10
## Persistence: 0.9
##
##
## --- START OF TRACE ---
## Selected Algorithm: nlminb
##
## R coded nlminb Solver:
##
## 0: 182.48864: -0.0875863 0.100000 0.0500000 0.0500000 0.400000 0.400000 1.00000
## 1: 179.20894: -0.0875807 0.0832693 0.0572066 0.0585523 0.381260 0.379533 1.00744
## 2: 176.37892: -0.0875699 0.0820699 0.0798413 0.0831894 0.378767 0.375169 1.01663
## 3: 173.90903: -0.0875552 0.0622060 0.0858360 0.0905607 0.361535 0.355663 1.02488
## 4: 171.91321: -0.0875343 0.0647477 0.108094 0.114959 0.363492 0.355500 1.03626
## 5: 170.35775: -0.0875086 0.0416858 0.113403 0.121541 0.348313 0.337772 1.04533
## 6: 168.73584: -0.0874701 0.0487168 0.133466 0.143200 0.354850 0.341992 1.06110
## 7: 167.44659: -0.0874116 0.0233293 0.141497 0.151924 0.345847 0.329689 1.07567
## 8: 165.95217: -0.0873425 0.0303056 0.157737 0.165999 0.352280 0.332805 1.10152
## 9: 164.86291: -0.0872375 0.00896038 0.170133 0.172972 0.353767 0.330221 1.12523
## 10: 164.04024: -0.0872157 0.0216018 0.183870 0.172565 0.350780 0.322628 1.15379
## 11: 163.07137: -0.0868752 1.00000e-06 0.230828 0.159500 0.354674 0.315257 1.21607
## 12: 162.44379: -0.0864863 0.0226257 0.245026 0.153081 0.340482 0.295840 1.23840
## 13: 162.14519: -0.0861003 0.0164142 0.248209 0.156635 0.347958 0.306812 1.23215
## 14: 161.98514: -0.0860925 0.0131078 0.248665 0.156966 0.347537 0.306242 1.23262
## 15: 161.89587: -0.0860821 0.0101527 0.249856 0.157926 0.347776 0.306329 1.23354
## 16: 161.66559: -0.0860426 0.00849447 0.257916 0.164597 0.352970 0.311197 1.23890
## 17: 161.58689: -0.0860380 0.00578311 0.258324 0.164795 0.352441 0.310509 1.23946
## 18: 161.37524: -0.0859919 0.00422267 0.273788 0.175312 0.356771 0.313334 1.25319
## 19: 161.31502: -0.0859893 0.000926513 0.273824 0.175078 0.355602 0.311972 1.25368
## 20: 161.26496: -0.0859121 0.00269041 0.275688 0.173461 0.355189 0.312750 1.25558
## 21: 160.92683: -0.0842336 1.00000e-06 0.314223 0.125233 0.342088 0.328369 1.30186
## 22: 160.60330: -0.0789612 0.00554537 0.360450 0.133720 0.341298 0.290313 1.30641
## 23: 160.58222: -0.0789580 0.00708107 0.360866 0.134125 0.342179 0.291329 1.30690
## 24: 160.56181: -0.0788952 0.00570410 0.360392 0.134623 0.342635 0.291350 1.30819
## 25: 160.54744: -0.0788601 0.00635363 0.360588 0.135265 0.343716 0.292342 1.30944
## 26: 160.53080: -0.0787905 0.00514144 0.359954 0.135742 0.344084 0.292186 1.31080
## 27: 160.51884: -0.0787258 0.00571090 0.359629 0.136398 0.344953 0.292674 1.31233
## 28: 160.50647: -0.0786471 0.00479885 0.358908 0.136897 0.345338 0.292489 1.31380
## 29: 160.49633: -0.0785699 0.00531446 0.358409 0.137506 0.346068 0.292751 1.31538
## 30: 160.48612: -0.0784823 0.00457271 0.357662 0.137980 0.346430 0.292535 1.31687
## 31: 160.47725: -0.0783938 0.00505101 0.357100 0.138528 0.347059 0.292671 1.31844
## 32: 160.46840: -0.0782951 0.00442061 0.356373 0.138947 0.347387 0.292431 1.31993
## 33: 160.46045: -0.0781932 0.00487229 0.355822 0.139412 0.347937 0.292491 1.32146
## 34: 160.45254: -0.0780799 0.00431976 0.355172 0.139743 0.348225 0.292241 1.32291
## 35: 160.44529: -0.0779616 0.00474969 0.354710 0.140091 0.348705 0.292262 1.32438
## 36: 160.43806: -0.0778312 0.00425347 0.354211 0.140293 0.348949 0.292022 1.32575
## 37: 160.43133: -0.0776953 0.00466177 0.353922 0.140486 0.349363 0.292034 1.32713
## 38: 160.42463: -0.0775485 0.00420693 0.353642 0.140526 0.349557 0.291823 1.32838
## 39: 160.41833: -0.0773986 0.00459277 0.353571 0.140553 0.349906 0.291847 1.32962
## 40: 160.41207: -0.0772410 0.00416926 0.353514 0.140440 0.350052 0.291670 1.33074
## 41: 160.40615: -0.0770833 0.00453558 0.353627 0.140334 0.350344 0.291709 1.33186
## 42: 160.40027: -0.0769204 0.00413793 0.353726 0.140117 0.350452 0.291557 1.33288
## 43: 160.39465: -0.0767591 0.00448982 0.353952 0.139927 0.350700 0.291599 1.33392
## 44: 160.38905: -0.0765939 0.00411458 0.354140 0.139650 0.350782 0.291458 1.33487
## 45: 160.38368: -0.0764308 0.00445673 0.354428 0.139410 0.351001 0.291495 1.33586
## 46: 160.13066: -0.0586862 0.00712608 0.368384 0.107030 0.362305 0.278821 1.40274
## 47: 160.11624: -0.0432430 0.00600592 0.464786 0.0309910 0.384573 0.265981 1.41794
## 48: 160.02688: -0.0400783 0.00646681 0.481610 0.00936020 0.458239 0.203791 1.43828
## 49: 159.97044: -0.0319037 0.00981838 0.460260 0.00405285 0.487154 0.175157 1.46831
## 50: 159.95241: -0.0380850 0.00745979 0.454043 0.00397967 0.499719 0.172296 1.46841
## 51: 159.95090: -0.0387015 0.00713262 0.451383 1.00000e-08 0.514781 0.161980 1.46796
## 52: 159.95084: -0.0388980 0.00718459 0.451185 1.00000e-08 0.514395 0.162244 1.46750
## 53: 159.95084: -0.0390047 0.00717880 0.451434 1.00000e-08 0.513919 0.162584 1.46748
## 54: 159.95084: -0.0389980 0.00717929 0.451382 1.00000e-08 0.513970 0.162563 1.46749
## 55: 159.95084: -0.0390003 0.00717845 0.451380 1.00000e-08 0.513971 0.162563 1.46749
##
## Final Estimate of the Negative LLH:
## LLH: 116.6868 norm LLH: 0.8517283
## mu omega alpha1 alpha2 beta1 beta2
## -0.02843931 0.00381710 0.45138037 0.00000001 0.51397116 0.16256324
## skew
## 1.46749278
##
## R-optimhess Difference Approximated Hessian Matrix:
## mu omega alpha1 alpha2 beta1
## mu -801.80665 5288.4669 91.919338 100.78841 157.70632
## omega 5288.46692 -88667.8040 -3048.345532 -3470.91207 -9304.96154
## alpha1 91.91934 -3048.3455 -300.975219 -324.57812 -631.61553
## alpha2 100.78841 -3470.9121 -324.578116 -406.85420 -755.12546
## beta1 157.70632 -9304.9615 -631.615535 -755.12546 -1875.35923
## beta2 141.53777 -10627.9811 -687.117702 -802.09977 -2153.45191
## skew 46.97949 -311.5095 2.519627 -15.67878 -6.43622
## beta2 skew
## mu 141.537767 46.979486
## omega -10627.981057 -311.509519
## alpha1 -687.117702 2.519627
## alpha2 -802.099767 -15.678783
## beta1 -2153.451908 -6.436220
## beta2 -2517.355722 1.421272
## skew 1.421272 -44.958691
## attr(,"time")
## Time difference of 0.01612902 secs
##
## --- END OF TRACE ---
##
##
## Time to Estimate Parameters:
## Time difference of 0.07891703 secs
##
## Title:
## GARCH Modelling
##
## Call:
## garchFit(formula = ~garch(2, 2), data = d2, cond.dist = "snorm")
##
## Mean and Variance Equation:
## data ~ garch(2, 2)
## <environment: 0x000002bf89c5e5e8>
## [data = d2]
##
## Conditional Distribution:
## snorm
##
## Coefficient(s):
## mu omega alpha1 alpha2 beta1 beta2
## -0.02843931 0.00381710 0.45138037 0.00000001 0.51397116 0.16256324
## skew
## 1.46749278
##
## Std. Errors:
## based on Hessian
##
## Error Analysis:
## Estimate Std. Error t value Pr(>|t|)
## mu -2.844e-02 8.000e-02 -0.355 0.722
## omega 3.817e-03 1.861e-02 0.205 0.837
## alpha1 4.514e-01 3.713e-01 1.216 0.224
## alpha2 1.000e-08 1.344e+00 0.000 1.000
## beta1 5.140e-01 2.365e+00 0.217 0.828
## beta2 1.626e-01 1.620e+00 0.100 0.920
## skew 1.467e+00 2.288e-01 6.415 1.41e-10 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Log Likelihood:
## -116.6868 normalized: -0.8517283
##
## Description:
## Sun May 18 15:14:27 2025 by user: USER
summary(FA1)
##
## Title:
## GARCH Modelling
##
## Call:
## garchFit(formula = ~garch(2, 2), data = d2, cond.dist = "snorm")
##
## Mean and Variance Equation:
## data ~ garch(2, 2)
## <environment: 0x000002bf89c5e5e8>
## [data = d2]
##
## Conditional Distribution:
## snorm
##
## Coefficient(s):
## mu omega alpha1 alpha2 beta1 beta2
## -0.02843931 0.00381710 0.45138037 0.00000001 0.51397116 0.16256324
## skew
## 1.46749278
##
## Std. Errors:
## based on Hessian
##
## Error Analysis:
## Estimate Std. Error t value Pr(>|t|)
## mu -2.844e-02 8.000e-02 -0.355 0.722
## omega 3.817e-03 1.861e-02 0.205 0.837
## alpha1 4.514e-01 3.713e-01 1.216 0.224
## alpha2 1.000e-08 1.344e+00 0.000 1.000
## beta1 5.140e-01 2.365e+00 0.217 0.828
## beta2 1.626e-01 1.620e+00 0.100 0.920
## skew 1.467e+00 2.288e-01 6.415 1.41e-10 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Log Likelihood:
## -116.6868 normalized: -0.8517283
##
## Description:
## Sun May 18 15:14:27 2025 by user: USER
##
##
## Standardised Residuals Tests:
## Statistic p-Value
## Jarque-Bera Test R Chi^2 665.5584387 0.000000e+00
## Shapiro-Wilk Test R W 0.8140226 6.798472e-12
## Ljung-Box Test R Q(10) 25.8860922 3.896444e-03
## Ljung-Box Test R Q(15) 30.0305365 1.181186e-02
## Ljung-Box Test R Q(20) 32.0900613 4.234807e-02
## Ljung-Box Test R^2 Q(10) 2.8885640 9.839261e-01
## Ljung-Box Test R^2 Q(15) 8.0426034 9.220633e-01
## Ljung-Box Test R^2 Q(20) 8.9530291 9.834449e-01
## LM Arch Test R TR^2 5.8770638 9.221518e-01
##
## Information Criterion Statistics:
## AIC BIC SIC HQIC
## 1.805646 1.954842 1.800755 1.866276
FA2 = garchFit(formula = ~garch(2,2), data = d2, cond.dist = "sged"); FA1
##
## Series Initialization:
## ARMA Model: arma
## Formula Mean: ~ arma(0, 0)
## GARCH Model: garch
## Formula Variance: ~ garch(2, 2)
## ARMA Order: 0 0
## Max ARMA Order: 0
## GARCH Order: 2 2
## Max GARCH Order: 2
## Maximum Order: 2
## Conditional Dist: sged
## h.start: 3
## llh.start: 1
## Length of Series: 137
## Recursion Init: mci
## Series Scale: 0.7292081
##
## Parameter Initialization:
## Initial Parameters: $params
## Limits of Transformations: $U, $V
## Which Parameters are Fixed? $includes
## Parameter Matrix:
## U V params includes
## mu -0.87586262 0.8758626 -0.08758626 TRUE
## omega 0.00000100 100.0000000 0.10000000 TRUE
## alpha1 0.00000001 1.0000000 0.05000000 TRUE
## alpha2 0.00000001 1.0000000 0.05000000 TRUE
## gamma1 -0.99999999 1.0000000 0.10000000 FALSE
## gamma2 -0.99999999 1.0000000 0.10000000 FALSE
## beta1 0.00000001 1.0000000 0.40000000 TRUE
## beta2 0.00000001 1.0000000 0.40000000 TRUE
## delta 0.00000000 2.0000000 2.00000000 FALSE
## skew 0.10000000 10.0000000 1.00000000 TRUE
## shape 1.00000000 10.0000000 4.00000000 TRUE
## Index List of Parameters to be Optimized:
## mu omega alpha1 alpha2 beta1 beta2 skew shape
## 1 2 3 4 7 8 10 11
## Persistence: 0.9
##
##
## --- START OF TRACE ---
## Selected Algorithm: nlminb
##
## R coded nlminb Solver:
##
## 0: 295.45540: -0.0875863 0.100000 0.0500000 0.0500000 0.400000 0.400000 1.00000 4.00000
## 1: 253.20711: -0.0876003 0.170608 0.111627 0.122881 0.448348 0.445911 1.01953 3.99291
## 2: 221.30769: -0.0876177 0.195183 0.135262 0.156574 0.360293 0.354025 1.03986 3.98491
## 3: 214.19853: -0.0877022 0.221363 0.180166 0.236187 0.352664 0.329630 1.13066 3.95277
## 4: 212.09556: -0.0877095 0.199803 0.172887 0.233779 0.316993 0.290776 1.14407 3.94662
## 5: 209.15314: -0.0877238 0.199600 0.170379 0.248046 0.334810 0.309909 1.18841 3.92086
## 6: 207.46570: -0.0877399 0.174274 0.164297 0.258449 0.319768 0.292884 1.22876 3.89651
## 7: 205.20565: -0.0877799 0.162900 0.164315 0.275581 0.335572 0.313119 1.26500 3.86293
## 8: 203.54637: -0.0878466 0.132714 0.159851 0.286701 0.326581 0.307303 1.29685 3.82634
## 9: 201.79930: -0.0880512 0.118547 0.164737 0.300436 0.337962 0.323629 1.32052 3.78000
## 10: 199.09237: -0.0887064 0.0676210 0.178792 0.314349 0.337879 0.325412 1.34989 3.67885
## 11: 172.91284: -0.104109 1.00000e-06 0.419305 0.0231982 0.421661 0.240775 1.41231 2.43100
## 12: 172.07896: -0.104117 0.0245617 0.422134 0.0268111 0.428328 0.248104 1.41305 2.42935
## 13: 171.50866: -0.105146 0.0197774 0.421829 0.0267821 0.427264 0.246072 1.41691 2.42865
## 14: 170.73269: -0.105132 0.00954934 0.422058 0.0275594 0.426349 0.244587 1.41765 2.42628
## 15: 169.34581: -0.106692 1.00000e-06 0.430991 0.0395717 0.442903 0.257587 1.43106 2.41399
## 16: 169.11274: -0.109747 1.00000e-06 0.432231 0.0391961 0.435513 0.243868 1.44550 2.40126
## 17: 168.97083: -0.113301 0.00278201 0.432819 0.0405261 0.438144 0.244230 1.45849 2.40083
## 18: 168.79683: -0.116864 0.000287747 0.433004 0.0413514 0.439660 0.243356 1.47141 2.40064
## 19: 168.77249: -0.120411 0.00170771 0.433818 0.0430452 0.442641 0.243964 1.48467 2.39919
## 20: 168.69118: -0.121116 1.00000e-06 0.433411 0.0429178 0.440828 0.241000 1.48779 2.39701
## 21: 168.66413: -0.120056 0.00102839 0.433642 0.0430991 0.440928 0.241754 1.48421 2.39619
## 22: 168.63337: -0.118993 0.000100556 0.433791 0.0431789 0.440773 0.242222 1.48062 2.39539
## 23: 168.60927: -0.120045 0.000814573 0.434060 0.0436976 0.441745 0.242503 1.48456 2.39490
## 24: 168.55071: -0.119106 1.00000e-06 0.434287 0.0440085 0.441402 0.242439 1.48180 2.39272
## 25: 168.52959: -0.118043 0.000693161 0.434560 0.0442727 0.441525 0.243169 1.47833 2.39155
## 26: 168.33878: -0.113136 1.00000e-06 0.435534 0.0455869 0.439281 0.242394 1.46376 2.38093
## 27: 166.64445: -0.134754 1.00000e-06 0.489237 0.0122933 0.456132 0.217247 1.54519 2.27222
## 28: 166.62290: -0.134750 0.000816858 0.489239 0.0123257 0.456254 0.217388 1.54520 2.27202
## 29: 166.60745: -0.134728 0.000464112 0.489472 0.0121027 0.456348 0.217384 1.54514 2.27135
## 30: 166.59639: -0.134715 0.000811097 0.489420 0.0121411 0.456576 0.217650 1.54520 2.27067
## 31: 166.58108: -0.134695 0.000366499 0.489615 0.0119344 0.456645 0.217631 1.54514 2.27003
## 32: 166.56942: -0.134676 0.000730379 0.489749 0.0118050 0.456802 0.217739 1.54512 2.26933
## 33: 166.55509: -0.134655 0.000344520 0.489954 0.0115862 0.456870 0.217713 1.54506 2.26867
## 34: 166.54343: -0.134635 0.000697221 0.490092 0.0114434 0.457011 0.217798 1.54504 2.26796
## 35: 166.52933: -0.134614 0.000324649 0.490297 0.0112188 0.457072 0.217763 1.54498 2.26729
## 36: 166.51767: -0.134594 0.000671020 0.490439 0.0110646 0.457200 0.217830 1.54495 2.26658
## 37: 166.50374: -0.134573 0.000308656 0.490644 0.0108354 0.457256 0.217787 1.54489 2.26591
## 38: 166.49208: -0.134552 0.000650566 0.490789 0.0106728 0.457373 0.217840 1.54486 2.26520
## 39: 166.47826: -0.134531 0.000295715 0.490994 0.0104400 0.457424 0.217791 1.54480 2.26452
## 40: 166.46661: -0.134510 0.000634468 0.491140 0.0102710 0.457533 0.217832 1.54477 2.26381
## 41: 166.45287: -0.134489 0.000285254 0.491346 0.0100353 0.457579 0.217777 1.54470 2.26314
## 42: 166.44122: -0.134468 0.000621762 0.491492 0.00986134 0.457681 0.217809 1.54467 2.26242
## 43: 166.42754: -0.134447 0.000276835 0.491697 0.00962333 0.457724 0.217750 1.54461 2.26175
## 44: 166.41589: -0.134426 0.000611738 0.491844 0.00944540 0.457821 0.217774 1.54457 2.26103
## 45: 166.40225: -0.134404 0.000270099 0.492049 0.00920546 0.457861 0.217711 1.54451 2.26036
## 46: 166.39059: -0.134383 0.000603851 0.492196 0.00902439 0.457952 0.217730 1.54447 2.25964
## 47: 166.37699: -0.134362 0.000264766 0.492401 0.00878286 0.457990 0.217663 1.54441 2.25897
## 48: 166.36533: -0.134341 0.000597689 0.492548 0.00859927 0.458078 0.217677 1.54437 2.25825
## 49: 166.35175: -0.134319 0.000260600 0.492752 0.00835641 0.458113 0.217607 1.54431 2.25757
## 50: 166.34009: -0.134298 0.000592931 0.492899 0.00817077 0.458198 0.217617 1.54427 2.25686
## 51: 166.32652: -0.134276 0.000257411 0.493103 0.00792682 0.458231 0.217545 1.54421 2.25618
## 52: 166.31486: -0.134255 0.000589322 0.493249 0.00773950 0.458313 0.217552 1.54417 2.25547
## 53: 166.30130: -0.134234 0.000255043 0.493453 0.00749462 0.458346 0.217478 1.54410 2.25479
## 54: 166.28965: -0.134213 0.000586660 0.493599 0.00730592 0.458425 0.217481 1.54407 2.25408
## 55: 166.27609: -0.134191 0.000253365 0.493803 0.00706027 0.458456 0.217406 1.54400 2.25340
## 56: 166.26444: -0.134170 0.000584783 0.493948 0.00687044 0.458534 0.217407 1.54396 2.25268
## 57: 166.25089: -0.134148 0.000252268 0.494151 0.00662413 0.458564 0.217331 1.54390 2.25201
## 58: 166.23923: -0.134127 0.000583559 0.494297 0.00643336 0.458640 0.217330 1.54386 2.25129
## 59: 166.22569: -0.134105 0.000251661 0.494500 0.00618650 0.458669 0.217253 1.54379 2.25061
## 60: 166.21403: -0.134084 0.000582878 0.494644 0.00599495 0.458743 0.217250 1.54375 2.24990
## 61: 166.20049: -0.134063 0.000251467 0.494847 0.00574762 0.458772 0.217172 1.54368 2.24922
## 62: 166.18883: -0.134042 0.000582653 0.494992 0.00555543 0.458845 0.217168 1.54364 2.24851
## 63: 166.17529: -0.134020 0.000251625 0.495194 0.00530770 0.458873 0.217088 1.54358 2.24783
## 64: 166.16363: -0.133999 0.000582810 0.495338 0.00511498 0.458946 0.217083 1.54353 2.24712
## 65: 166.15009: -0.133977 0.000252078 0.495541 0.00486690 0.458973 0.217003 1.54347 2.24644
## 66: 166.13844: -0.133956 0.000583289 0.495684 0.00467374 0.459045 0.216998 1.54343 2.24572
## 67: 166.12490: -0.133934 0.000252783 0.495887 0.00442537 0.459072 0.216917 1.54336 2.24505
## 68: 166.11324: -0.133913 0.000584039 0.496030 0.00423185 0.459143 0.216910 1.54332 2.24433
## 69: 166.09970: -0.133891 0.000253701 0.496232 0.00398322 0.459169 0.216829 1.54325 2.24366
## 70: 166.08804: -0.133870 0.000585019 0.496375 0.00378940 0.459240 0.216822 1.54321 2.24294
## 71: 166.07450: -0.133848 0.000254801 0.496576 0.00354055 0.459266 0.216741 1.54314 2.24226
## 72: 166.06284: -0.133827 0.000586193 0.496719 0.00334649 0.459336 0.216733 1.54310 2.24155
## 73: 166.04930: -0.133805 0.000256055 0.496920 0.00309745 0.459362 0.216651 1.54303 2.24087
## 74: 166.03764: -0.133784 0.000587532 0.497062 0.00290320 0.459432 0.216643 1.54299 2.24016
## 75: 166.02410: -0.133762 0.000257441 0.497264 0.00265399 0.459458 0.216561 1.54292 2.23948
## 76: 166.01244: -0.133741 0.000589012 0.497405 0.00245958 0.459527 0.216553 1.54288 2.23877
## 77: 165.99890: -0.133719 0.000258940 0.497606 0.00221023 0.459553 0.216470 1.54281 2.23809
## 78: 165.98724: -0.133698 0.000590613 0.497748 0.00201569 0.459622 0.216462 1.54276 2.23738
## 79: 165.97369: -0.133677 0.000260535 0.497949 0.00176621 0.459647 0.216379 1.54270 2.23670
## 80: 165.96204: -0.133656 0.000592316 0.498089 0.00157157 0.459717 0.216370 1.54265 2.23598
## 81: 165.94849: -0.133634 0.000262214 0.498290 0.00132199 0.459742 0.216288 1.54258 2.23531
## 82: 165.93683: -0.133613 0.000594108 0.498431 0.00112728 0.459811 0.216278 1.54254 2.23459
## 83: 165.92328: -0.133591 0.000263963 0.498631 0.000877598 0.459836 0.216196 1.54247 2.23392
## 84: 165.91163: -0.133570 0.000595976 0.498771 0.000682835 0.459905 0.216186 1.54242 2.23320
## 85: 165.89807: -0.133548 0.000265774 0.498972 0.000433069 0.459929 0.216104 1.54235 2.23252
## 86: 165.88642: -0.133527 0.000597910 0.499111 0.000238272 0.459998 0.216094 1.54231 2.23181
## 87: 165.87358: -0.133506 0.000245091 0.499299 1.00000e-08 0.460019 0.216012 1.54224 2.23115
## 88: 165.86318: -0.133451 0.000562923 0.499362 1.00000e-08 0.460072 0.216033 1.54230 2.23067
## 89: 165.85224: -0.133395 0.000238225 0.499416 1.00000e-08 0.460074 0.215995 1.54236 2.23019
## 90: 165.84185: -0.133340 0.000553573 0.499477 1.00000e-08 0.460123 0.216012 1.54242 2.22970
## 91: 165.83093: -0.133284 0.000230041 0.499531 1.00000e-08 0.460122 0.215972 1.54248 2.22923
## 92: 165.82056: -0.133229 0.000545106 0.499591 1.00000e-08 0.460168 0.215985 1.54254 2.22874
## 93: 165.80966: -0.133173 0.000222765 0.499644 1.00000e-08 0.460165 0.215942 1.54259 2.22827
## 94: 165.79930: -0.133118 0.000537630 0.499704 1.00000e-08 0.460209 0.215953 1.54265 2.22778
## 95: 165.78841: -0.133062 0.000216248 0.499757 1.00000e-08 0.460204 0.215907 1.54271 2.22731
## 96: 165.77807: -0.133006 0.000530991 0.499816 1.00000e-08 0.460245 0.215915 1.54277 2.22682
## 97: 165.76718: -0.132950 0.000210384 0.499868 1.00000e-08 0.460238 0.215868 1.54282 2.22635
## 98: 165.75685: -0.132895 0.000525064 0.499926 1.00000e-08 0.460277 0.215874 1.54288 2.22586
## 99: 165.74597: -0.132839 0.000205084 0.499978 1.00000e-08 0.460269 0.215825 1.54294 2.22539
## 100: 165.73565: -0.132784 0.000519742 0.500036 1.00000e-08 0.460306 0.215830 1.54299 2.22490
## 101: 165.72478: -0.132727 0.000200271 0.500087 1.00000e-08 0.460297 0.215780 1.54305 2.22443
## 102: 165.71446: -0.132672 0.000514940 0.500145 1.00000e-08 0.460333 0.215783 1.54311 2.22395
## 103: 165.70360: -0.132616 0.000195879 0.500196 1.00000e-08 0.460322 0.215731 1.54316 2.22347
## 104: 165.69329: -0.132561 0.000510581 0.500253 1.00000e-08 0.460357 0.215734 1.54322 2.22299
## 105: 165.68243: -0.132504 0.000191852 0.500303 1.00000e-08 0.460345 0.215681 1.54328 2.22252
## 106: 165.67212: -0.132449 0.000506605 0.500360 1.00000e-08 0.460379 0.215682 1.54333 2.22203
## 107: 165.66127: -0.132393 0.000188140 0.500410 1.00000e-08 0.460366 0.215629 1.54339 2.22156
## 108: 165.65097: -0.132337 0.000502958 0.500466 1.00000e-08 0.460399 0.215630 1.54344 2.22107
## 109: 165.64012: -0.132281 0.000184703 0.500516 1.00000e-08 0.460386 0.215576 1.54350 2.22060
## 110: 165.62982: -0.132226 0.000499596 0.500571 1.00000e-08 0.460418 0.215575 1.54355 2.22011
## 111: 165.61898: -0.132170 0.000181504 0.500621 1.00000e-08 0.460404 0.215521 1.54360 2.21964
## 112: 165.60868: -0.132114 0.000496482 0.500676 1.00000e-08 0.460435 0.215520 1.54366 2.21915
## 113: 165.59785: -0.132058 0.000178513 0.500725 1.00000e-08 0.460420 0.215465 1.54371 2.21868
## 114: 165.58755: -0.132003 0.000493583 0.500780 1.00000e-08 0.460451 0.215464 1.54377 2.21819
## 115: 165.57672: -0.131947 0.000175704 0.500828 1.00000e-08 0.460436 0.215409 1.54382 2.21772
## 116: 165.56643: -0.131891 0.000490871 0.500883 1.00000e-08 0.460466 0.215407 1.54387 2.21723
## 117: 165.55560: -0.131835 0.000173054 0.500931 1.00000e-08 0.460450 0.215352 1.54393 2.21676
## 118: 165.54531: -0.131780 0.000488325 0.500985 1.00000e-08 0.460480 0.215350 1.54398 2.21627
## 119: 165.53449: -0.131724 0.000170546 0.501033 1.00000e-08 0.460464 0.215294 1.54403 2.21580
## 120: 165.52420: -0.131668 0.000485924 0.501087 1.00000e-08 0.460494 0.215292 1.54408 2.21531
## 121: 165.51338: -0.131612 0.000168161 0.501135 1.00000e-08 0.460477 0.215236 1.54413 2.21484
## 122: 165.50309: -0.131557 0.000483652 0.501188 1.00000e-08 0.460506 0.215234 1.54419 2.21435
## 123: 165.49227: -0.131501 0.000165886 0.501235 1.00000e-08 0.460489 0.215178 1.54424 2.21388
## 124: 165.48199: -0.131445 0.000481494 0.501289 1.00000e-08 0.460518 0.215176 1.54429 2.21339
## 125: 165.47117: -0.131389 0.000163709 0.501335 1.00000e-08 0.460500 0.215120 1.54434 2.21292
## 126: 165.46089: -0.131334 0.000479438 0.501388 1.00000e-08 0.460529 0.215118 1.54439 2.21243
## 127: 165.45007: -0.131278 0.000161619 0.501435 1.00000e-08 0.460511 0.215062 1.54444 2.21196
## 128: 165.43979: -0.131222 0.000477474 0.501487 1.00000e-08 0.460539 0.215059 1.54449 2.21147
## 129: 165.42898: -0.131166 0.000159609 0.501533 1.00000e-08 0.460521 0.215003 1.54454 2.21100
## 130: 165.41870: -0.131111 0.000475593 0.501585 1.00000e-08 0.460549 0.215001 1.54459 2.21051
## 131: 165.40789: -0.131055 0.000157670 0.501631 1.00000e-08 0.460531 0.214945 1.54464 2.21003
## 132: 165.39761: -0.131000 0.000473787 0.501683 1.00000e-08 0.460559 0.214943 1.54469 2.20954
## 133: 165.38680: -0.130944 0.000155796 0.501729 1.00000e-08 0.460540 0.214886 1.54474 2.20907
## 134: 165.37652: -0.130888 0.000472050 0.501780 1.00000e-08 0.460567 0.214884 1.54478 2.20858
## 135: 165.36571: -0.130832 0.000153981 0.501825 1.00000e-08 0.460549 0.214828 1.54483 2.20811
## 136: 165.35544: -0.130777 0.000470377 0.501876 1.00000e-08 0.460576 0.214826 1.54488 2.20762
## 137: 165.34463: -0.130721 0.000152222 0.501921 1.00000e-08 0.460557 0.214770 1.54493 2.20714
## 138: 165.33436: -0.130666 0.000468762 0.501972 1.00000e-08 0.460584 0.214768 1.54497 2.20665
## 139: 165.32355: -0.130610 0.000150513 0.502016 1.00000e-08 0.460565 0.214712 1.54502 2.20618
## 140: 165.31328: -0.130555 0.000467202 0.502067 1.00000e-08 0.460592 0.214710 1.54507 2.20569
## 141: 165.30247: -0.130499 0.000148852 0.502111 1.00000e-08 0.460572 0.214654 1.54511 2.20521
## 142: 165.29220: -0.130443 0.000465694 0.502161 1.00000e-08 0.460599 0.214652 1.54516 2.20472
## 143: 165.28139: -0.130387 0.000147235 0.502205 1.00000e-08 0.460579 0.214596 1.54520 2.20424
## 144: 165.27112: -0.130332 0.000464234 0.502254 1.00000e-08 0.460606 0.214595 1.54525 2.20375
## 145: 165.26031: -0.130276 0.000145661 0.502298 1.00000e-08 0.460586 0.214539 1.54529 2.20328
## 146: 165.25004: -0.130221 0.000462820 0.502347 1.00000e-08 0.460613 0.214538 1.54534 2.20278
## 147: 165.23923: -0.130165 0.000144127 0.502390 1.00000e-08 0.460593 0.214482 1.54538 2.20231
## 148: 165.22896: -0.130110 0.000461450 0.502439 1.00000e-08 0.460619 0.214481 1.54543 2.20182
## 149: 165.21816: -0.130054 0.000142631 0.502482 1.00000e-08 0.460599 0.214425 1.54547 2.20134
## 150: 165.20789: -0.129999 0.000460122 0.502530 1.00000e-08 0.460625 0.214424 1.54551 2.20085
## 151: 165.19708: -0.129943 0.000141172 0.502573 1.00000e-08 0.460605 0.214368 1.54556 2.20037
## 152: 165.18681: -0.129888 0.000458836 0.502621 1.00000e-08 0.460631 0.214367 1.54560 2.19988
## 153: 165.17600: -0.129832 0.000139748 0.502663 1.00000e-08 0.460610 0.214312 1.54564 2.19940
## 154: 165.16573: -0.129777 0.000457589 0.502711 1.00000e-08 0.460636 0.214311 1.54569 2.19891
## 155: 165.15492: -0.129722 0.000138359 0.502753 1.00000e-08 0.460615 0.214256 1.54573 2.19843
## 156: 165.14465: -0.129667 0.000456380 0.502800 1.00000e-08 0.460641 0.214255 1.54577 2.19794
## 157: 165.13384: -0.129611 0.000137004 0.502842 1.00000e-08 0.460620 0.214200 1.54581 2.19746
## 158: 165.12357: -0.129556 0.000455209 0.502889 1.00000e-08 0.460646 0.214200 1.54585 2.19696
## 159: 165.11276: -0.129500 0.000135681 0.502930 1.00000e-08 0.460625 0.214144 1.54589 2.19649
## 160: 165.10249: -0.129445 0.000454075 0.502977 1.00000e-08 0.460650 0.214144 1.54593 2.19599
## 161: 165.09168: -0.129389 0.000134391 0.503017 1.00000e-08 0.460629 0.214089 1.54597 2.19551
## 162: 165.08140: -0.129334 0.000452978 0.503064 1.00000e-08 0.460654 0.214089 1.54601 2.19502
## 163: 165.07059: -0.129279 0.000133133 0.503104 1.00000e-08 0.460633 0.214034 1.54605 2.19454
## 164: 165.06031: -0.129224 0.000451916 0.503150 1.00000e-08 0.460658 0.214035 1.54609 2.19404
## 165: 165.04950: -0.129168 0.000131905 0.503190 1.00000e-08 0.460636 0.213980 1.54613 2.19356
## 166: 165.03922: -0.129113 0.000450889 0.503235 1.00000e-08 0.460662 0.213980 1.54617 2.19307
## 167: 165.02841: -0.129058 0.000130709 0.503275 1.00000e-08 0.460640 0.213926 1.54620 2.19259
## 168: 165.01813: -0.129003 0.000449898 0.503320 1.00000e-08 0.460665 0.213926 1.54624 2.19209
## 169: 165.00731: -0.128947 0.000129544 0.503359 1.00000e-08 0.460643 0.213872 1.54628 2.19161
## 170: 164.99703: -0.128893 0.000448942 0.503404 1.00000e-08 0.460668 0.213873 1.54632 2.19111
## 171: 164.98621: -0.128837 0.000128409 0.503443 1.00000e-08 0.460646 0.213818 1.54635 2.19063
## 172: 164.97593: -0.128782 0.000448020 0.503488 1.00000e-08 0.460671 0.213819 1.54639 2.19013
## 173: 164.96511: -0.128727 0.000127305 0.503526 1.00000e-08 0.460648 0.213765 1.54642 2.18965
## 174: 164.95483: -0.128672 0.000447133 0.503570 1.00000e-08 0.460673 0.213766 1.54646 2.18915
## 175: 164.94400: -0.128616 0.000126231 0.503608 1.00000e-08 0.460650 0.213712 1.54650 2.18867
## 176: 164.93372: -0.128562 0.000446280 0.503652 1.00000e-08 0.460675 0.213714 1.54653 2.18817
## 177: 164.92289: -0.128506 0.000125187 0.503690 1.00000e-08 0.460652 0.213659 1.54657 2.18769
## 178: 164.91260: -0.128452 0.000445461 0.503733 1.00000e-08 0.460677 0.213661 1.54660 2.18719
## 179: 164.90177: -0.128396 0.000124173 0.503770 1.00000e-08 0.460654 0.213607 1.54663 2.18671
## 180: 164.89148: -0.128342 0.000444677 0.503813 1.00000e-08 0.460678 0.213609 1.54667 2.18621
## 181: 164.88065: -0.128286 0.000123189 0.503850 1.00000e-08 0.460655 0.213555 1.54670 2.18573
## 182: 164.87036: -0.128232 0.000443927 0.503892 1.00000e-08 0.460679 0.213558 1.54673 2.18523
## 183: 164.85952: -0.128176 0.000122236 0.503929 1.00000e-08 0.460656 0.213504 1.54677 2.18474
## 184: 164.84923: -0.128122 0.000443211 0.503971 1.00000e-08 0.460680 0.213506 1.54680 2.18424
## 185: 164.83839: -0.128067 0.000121313 0.504007 1.00000e-08 0.460657 0.213452 1.54683 2.18376
## 186: 164.82809: -0.128012 0.000442530 0.504049 1.00000e-08 0.460681 0.213455 1.54686 2.18326
## 187: 164.81725: -0.127957 0.000120420 0.504085 1.00000e-08 0.460657 0.213402 1.54689 2.18277
## 188: 164.80694: -0.127902 0.000441883 0.504126 1.00000e-08 0.460681 0.213405 1.54692 2.18227
## 189: 164.79610: -0.127847 0.000119557 0.504161 1.00000e-08 0.460657 0.213351 1.54695 2.18179
## 190: 164.78579: -0.127793 0.000441270 0.504202 1.00000e-08 0.460681 0.213354 1.54698 2.18128
## 191: 164.77494: -0.127738 0.000118725 0.504237 1.00000e-08 0.460657 0.213301 1.54701 2.18080
## 192: 164.76463: -0.127683 0.000440692 0.504277 1.00000e-08 0.460680 0.213304 1.54704 2.18029
## 193: 164.75378: -0.127628 0.000117923 0.504312 1.00000e-08 0.460656 0.213251 1.54707 2.17981
## 194: 164.74346: -0.127574 0.000440149 0.504352 1.00000e-08 0.460680 0.213255 1.54710 2.17930
## 195: 164.73260: -0.127519 0.000117151 0.504386 1.00000e-08 0.460655 0.213202 1.54713 2.17882
## 196: 164.72228: -0.127465 0.000439640 0.504425 1.00000e-08 0.460679 0.213206 1.54716 2.17831
## 197: 164.71142: -0.127409 0.000116410 0.504459 1.00000e-08 0.460654 0.213153 1.54718 2.17783
## 198: 164.70110: -0.127355 0.000439165 0.504498 1.00000e-08 0.460678 0.213157 1.54721 2.17732
## 199: 164.69023: -0.127300 0.000115699 0.504531 1.00000e-08 0.460653 0.213104 1.54724 2.17683
## 200: 164.67990: -0.127246 0.000438725 0.504570 1.00000e-08 0.460676 0.213108 1.54726 2.17633
## 201: 164.66903: -0.127191 0.000115019 0.504603 1.00000e-08 0.460651 0.213055 1.54729 2.17584
## 202: 164.65870: -0.127137 0.000438321 0.504641 1.00000e-08 0.460674 0.213060 1.54732 2.17533
## 203: 164.64782: -0.127082 0.000114370 0.504674 1.00000e-08 0.460649 0.213007 1.54734 2.17484
## 204: 164.63749: -0.127028 0.000437951 0.504712 1.00000e-08 0.460672 0.213012 1.54737 2.17434
## 205: 164.62660: -0.126973 0.000113751 0.504743 1.00000e-08 0.460646 0.212960 1.54739 2.17385
## 206: 164.61626: -0.126919 0.000437616 0.504781 1.00000e-08 0.460669 0.212965 1.54741 2.17334
## 207: 164.60537: -0.126864 0.000113164 0.504812 1.00000e-08 0.460644 0.212912 1.54744 2.17285
## 208: 164.59503: -0.126811 0.000437316 0.504849 1.00000e-08 0.460666 0.212918 1.54746 2.17234
## 209: 164.58413: -0.126756 0.000112607 0.504880 1.00000e-08 0.460641 0.212865 1.54748 2.17185
## 210: 164.57378: -0.126702 0.000437052 0.504917 1.00000e-08 0.460663 0.212871 1.54751 2.17134
## 211: 164.56288: -0.126647 0.000112082 0.504948 1.00000e-08 0.460637 0.212819 1.54753 2.17085
## 212: 164.55252: -0.126593 0.000436822 0.504984 1.00000e-08 0.460660 0.212824 1.54755 2.17034
## 213: 164.54162: -0.126539 0.000111588 0.505014 1.00000e-08 0.460634 0.212772 1.54757 2.16985
## 214: 164.53125: -0.126485 0.000436629 0.505050 1.00000e-08 0.460656 0.212778 1.54759 2.16934
## 215: 164.52034: -0.126430 0.000111126 0.505079 1.00000e-08 0.460630 0.212727 1.54761 2.16884
## 216: 164.50997: -0.126377 0.000436471 0.505114 1.00000e-08 0.460652 0.212733 1.54763 2.16834
## 217: 164.49905: -0.126322 0.000110695 0.505144 1.00000e-08 0.460625 0.212681 1.54765 2.16784
## 218: 164.48867: -0.126269 0.000436349 0.505178 1.00000e-08 0.460647 0.212688 1.54767 2.16733
## 219: 164.47775: -0.126214 0.000110295 0.505207 1.00000e-08 0.460621 0.212636 1.54769 2.16683
## 220: 164.46737: -0.126160 0.000436262 0.505241 1.00000e-08 0.460643 0.212643 1.54771 2.16632
## 221: 164.45643: -0.126106 0.000109928 0.505270 1.00000e-08 0.460616 0.212591 1.54773 2.16583
## 222: 164.44604: -0.126052 0.000436212 0.505303 1.00000e-08 0.460638 0.212598 1.54775 2.16532
## 223: 164.43510: -0.125998 0.000109592 0.505331 1.00000e-08 0.460610 0.212547 1.54777 2.16482
## 224: 164.42471: -0.125945 0.000436197 0.505365 1.00000e-08 0.460632 0.212554 1.54778 2.16431
## 225: 164.41376: -0.125890 0.000109288 0.505392 1.00000e-08 0.460605 0.212503 1.54780 2.16381
## 226: 164.40336: -0.125837 0.000436219 0.505425 1.00000e-08 0.460626 0.212510 1.54782 2.16330
## 227: 164.39240: -0.125783 0.000109016 0.505452 1.00000e-08 0.460599 0.212459 1.54783 2.16280
## 228: 164.38199: -0.125729 0.000436277 0.505484 1.00000e-08 0.460620 0.212467 1.54785 2.16228
## 229: 164.37103: -0.125675 0.000108777 0.505510 1.00000e-08 0.460592 0.212416 1.54786 2.16179
## 230: 164.36061: -0.125622 0.000436372 0.505542 1.00000e-08 0.460614 0.212424 1.54788 2.16127
## 231: 164.34964: -0.125568 0.000108569 0.505568 1.00000e-08 0.460586 0.212373 1.54789 2.16077
## 232: 164.33921: -0.125515 0.000436503 0.505600 1.00000e-08 0.460607 0.212381 1.54790 2.16026
## 233: 164.32823: -0.125460 0.000108394 0.505625 1.00000e-08 0.460579 0.212330 1.54792 2.15976
## 234: 164.31780: -0.125407 0.000436670 0.505656 1.00000e-08 0.460600 0.212339 1.54793 2.15924
## 235: 164.30681: -0.125353 0.000108252 0.505681 1.00000e-08 0.460571 0.212288 1.54794 2.15874
## 236: 164.29637: -0.125300 0.000436874 0.505711 1.00000e-08 0.460593 0.212297 1.54796 2.15822
## 237: 164.28537: -0.125246 0.000108142 0.505736 1.00000e-08 0.460564 0.212246 1.54797 2.15772
## 238: 164.27493: -0.125193 0.000437115 0.505766 1.00000e-08 0.460585 0.212255 1.54798 2.15720
## 239: 164.26392: -0.125140 0.000108064 0.505789 1.00000e-08 0.460556 0.212205 1.54799 2.15670
## 240: 164.25346: -0.125087 0.000437393 0.505819 1.00000e-08 0.460577 0.212214 1.54800 2.15618
## 241: 164.24245: -0.125033 0.000108020 0.505842 1.00000e-08 0.460547 0.212164 1.54801 2.15568
## 242: 164.23198: -0.124980 0.000437708 0.505871 1.00000e-08 0.460568 0.212173 1.54802 2.15516
## 243: 164.22095: -0.124926 0.000108008 0.505894 1.00000e-08 0.460539 0.212123 1.54803 2.15465
## 244: 164.21048: -0.124873 0.000438060 0.505923 1.00000e-08 0.460559 0.212133 1.54804 2.15413
## 245: 164.19944: -0.124820 0.000108029 0.505945 1.00000e-08 0.460530 0.212083 1.54804 2.15363
## 246: 164.18896: -0.124767 0.000438449 0.505973 1.00000e-08 0.460550 0.212093 1.54805 2.15311
## 247: 164.17792: -0.124714 0.000108083 0.505995 1.00000e-08 0.460520 0.212043 1.54806 2.15260
## 248: 164.16743: -0.124661 0.000438876 0.506022 1.00000e-08 0.460541 0.212053 1.54807 2.15208
## 249: 164.15637: -0.124607 0.000108171 0.506043 1.00000e-08 0.460511 0.212003 1.54807 2.15157
## 250: 164.14587: -0.124555 0.000439339 0.506070 1.00000e-08 0.460531 0.212014 1.54808 2.15105
## 251: 164.13480: -0.124501 0.000108291 0.506091 1.00000e-08 0.460501 0.211964 1.54809 2.15054
## 252: 164.12429: -0.124449 0.000439841 0.506117 1.00000e-08 0.460521 0.211975 1.54809 2.15002
## 253: 164.11322: -0.124396 0.000108445 0.506137 1.00000e-08 0.460490 0.211926 1.54810 2.14951
## 254: 164.10270: -0.124343 0.000440379 0.506163 1.00000e-08 0.460510 0.211936 1.54810 2.14899
## 255: 164.09161: -0.124290 0.000108632 0.506183 1.00000e-08 0.460479 0.211887 1.54810 2.14848
## 256: 164.08108: -0.124238 0.000440956 0.506208 1.00000e-08 0.460499 0.211898 1.54811 2.14795
## 257: 164.06998: -0.124184 0.000108853 0.506227 1.00000e-08 0.460468 0.211849 1.54811 2.14744
## 258: 164.05944: -0.124132 0.000441570 0.506252 1.00000e-08 0.460488 0.211861 1.54811 2.14692
## 259: 164.04833: -0.124079 0.000109107 0.506271 1.00000e-08 0.460457 0.211812 1.54811 2.14641
## 260: 164.03778: -0.124027 0.000442222 0.506295 1.00000e-08 0.460476 0.211823 1.54812 2.14588
## 261: 164.02666: -0.123974 0.000109395 0.506313 1.00000e-08 0.460445 0.211775 1.54812 2.14537
## 262: 164.01610: -0.123922 0.000442911 0.506337 1.00000e-08 0.460464 0.211786 1.54812 2.14484
## 263: 164.00497: -0.123869 0.000109716 0.506354 1.00000e-08 0.460432 0.211738 1.54812 2.14433
## 264: 163.99439: -0.123817 0.000443639 0.506377 1.00000e-08 0.460452 0.211750 1.54812 2.14380
## 265: 163.98325: -0.123764 0.000110071 0.506394 1.00000e-08 0.460420 0.211701 1.54812 2.14329
## 266: 163.97267: -0.123712 0.000444405 0.506417 1.00000e-08 0.460439 0.211714 1.54812 2.14276
## 267: 163.96151: -0.123659 0.000110460 0.506433 1.00000e-08 0.460407 0.211665 1.54811 2.14224
## 268: 163.95092: -0.123608 0.000445208 0.506455 1.00000e-08 0.460426 0.211678 1.54811 2.14171
## 269: 163.93975: -0.123555 0.000110883 0.506471 1.00000e-08 0.460394 0.211630 1.54811 2.14120
## 270: 163.92915: -0.123503 0.000446050 0.506493 1.00000e-08 0.460413 0.211643 1.54811 2.14067
## 271: 163.91796: -0.123450 0.000111340 0.506508 1.00000e-08 0.460380 0.211595 1.54810 2.14015
## 272: 163.90735: -0.123399 0.000446930 0.506529 1.00000e-08 0.460399 0.211608 1.54810 2.13962
## 273: 163.89615: -0.123346 0.000111831 0.506543 1.00000e-08 0.460366 0.211560 1.54809 2.13910
## 274: 163.88553: -0.123295 0.000447848 0.506564 1.00000e-08 0.460384 0.211573 1.54809 2.13857
## 275: 163.87432: -0.123242 0.000112356 0.506578 1.00000e-08 0.460351 0.211525 1.54808 2.13805
## 276: 163.86368: -0.123191 0.000448804 0.506598 1.00000e-08 0.460370 0.211539 1.54808 2.13752
## 277: 163.85246: -0.123139 0.000112915 0.506611 1.00000e-08 0.460337 0.211491 1.54807 2.13700
## 278: 163.84181: -0.123087 0.000449799 0.506630 1.00000e-08 0.460355 0.211505 1.54806 2.13646
## 279: 163.83058: -0.123035 0.000113508 0.506643 1.00000e-08 0.460321 0.211458 1.54806 2.13594
## 280: 163.81991: -0.122984 0.000450832 0.506662 1.00000e-08 0.460340 0.211472 1.54805 2.13541
## 281: 163.80867: -0.122932 0.000114135 0.506674 1.00000e-08 0.460306 0.211425 1.54804 2.13489
## 282: 163.79799: -0.122880 0.000451904 0.506692 1.00000e-08 0.460324 0.211439 1.54803 2.13435
## 283: 163.78673: -0.122828 0.000114797 0.506704 1.00000e-08 0.460290 0.211392 1.54802 2.13383
## 284: 163.77605: -0.122777 0.000453014 0.506721 1.00000e-08 0.460308 0.211407 1.54801 2.13329
## 285: 163.76477: -0.122725 0.000115493 0.506732 1.00000e-08 0.460273 0.211359 1.54800 2.13277
## 286: 163.75407: -0.122674 0.000454162 0.506749 1.00000e-08 0.460291 0.211375 1.54799 2.13223
## 287: 163.74278: -0.122622 0.000116223 0.506760 1.00000e-08 0.460257 0.211327 1.54798 2.13170
## 288: 163.73207: -0.122572 0.000455349 0.506776 1.00000e-08 0.460275 0.211343 1.54797 2.13116
## 289: 163.72077: -0.122520 0.000116987 0.506786 1.00000e-08 0.460240 0.211296 1.54796 2.13064
## 290: 163.71004: -0.122469 0.000456574 0.506802 1.00000e-08 0.460257 0.211312 1.54794 2.13010
## 291: 163.69872: -0.122417 0.000117786 0.506811 1.00000e-08 0.460222 0.211265 1.54793 2.12957
## 292: 163.68799: -0.122367 0.000457838 0.506826 1.00000e-08 0.460240 0.211281 1.54792 2.12903
## 293: 163.67665: -0.122315 0.000118619 0.506835 1.00000e-08 0.460204 0.211234 1.54790 2.12851
## 294: 163.66590: -0.122265 0.000459141 0.506849 1.00000e-08 0.460222 0.211250 1.54789 2.12796
## 295: 163.65456: -0.122213 0.000119487 0.506857 1.00000e-08 0.460186 0.211204 1.54787 2.12744
## 296: 163.64379: -0.122163 0.000460482 0.506871 1.00000e-08 0.460203 0.211220 1.54786 2.12689
## 297: 163.63243: -0.122111 0.000120389 0.506878 1.00000e-08 0.460167 0.211174 1.54784 2.12636
## 298: 163.62165: -0.122061 0.000461862 0.506892 1.00000e-08 0.460185 0.211191 1.54782 2.12582
## 299: 163.61027: -0.122010 0.000121326 0.506898 1.00000e-08 0.460148 0.211144 1.54781 2.12529
## 300: 163.59948: -0.121960 0.000463281 0.506911 1.00000e-08 0.460165 0.211161 1.54779 2.12474
## 301: 163.58809: -0.121908 0.000122297 0.506917 1.00000e-08 0.460129 0.211115 1.54777 2.12421
## 302: 163.57728: -0.121858 0.000464738 0.506929 1.00000e-08 0.460146 0.211133 1.54775 2.12367
## 303: 163.56588: -0.121807 0.000123302 0.506935 1.00000e-08 0.460109 0.211086 1.54773 2.12314
## 304: 163.55506: -0.121757 0.000466234 0.506946 1.00000e-08 0.460126 0.211104 1.54771 2.12259
## 305: 163.54363: -0.121706 0.000124343 0.506951 1.00000e-08 0.460089 0.211058 1.54769 2.12206
## 306: 163.53280: -0.121656 0.000467768 0.506962 1.00000e-08 0.460106 0.211076 1.54767 2.12151
## 307: 163.52136: -0.121606 0.000125417 0.506966 1.00000e-08 0.460068 0.211030 1.54765 2.12097
## 308: 163.51051: -0.121556 0.000469341 0.506976 1.00000e-08 0.460085 0.211049 1.54763 2.12043
## 309: 163.49906: -0.121505 0.000126526 0.506980 1.00000e-08 0.460047 0.211003 1.54761 2.11989
## 310: 163.48819: -0.121455 0.000470953 0.506989 1.00000e-08 0.460064 0.211021 1.54758 2.11934
## 311: 163.47672: -0.121405 0.000127670 0.506992 1.00000e-08 0.460026 0.210976 1.54756 2.11880
## 312: 163.46585: -0.121355 0.000472603 0.507001 1.00000e-08 0.460042 0.210995 1.54753 2.11825
## 313: 163.45436: -0.121305 0.000128848 0.507004 1.00000e-08 0.460004 0.210949 1.54751 2.11772
## 314: 163.44347: -0.121255 0.000474292 0.507012 1.00000e-08 0.460020 0.210968 1.54748 2.11716
## 315: 163.43196: -0.121205 0.000130060 0.507013 1.00000e-08 0.459982 0.210923 1.54746 2.11663
## 316: 163.42106: -0.121156 0.000476019 0.507021 1.00000e-08 0.459998 0.210942 1.54743 2.11607
## 317: 163.40953: -0.121105 0.000131307 0.507022 1.00000e-08 0.459960 0.210897 1.54741 2.11553
## 318: 163.39861: -0.121056 0.000477785 0.507029 1.00000e-08 0.459975 0.210917 1.54738 2.11498
## 319: 163.38708: -0.121006 0.000132588 0.507029 1.00000e-08 0.459937 0.210872 1.54735 2.11444
## 320: 163.37614: -0.120957 0.000479589 0.507036 1.00000e-08 0.459952 0.210892 1.54732 2.11388
## 321: 163.36458: -0.120907 0.000133904 0.507035 1.00000e-08 0.459913 0.210847 1.54729 2.11334
## 322: 163.35363: -0.120858 0.000481432 0.507041 1.00000e-08 0.459929 0.210867 1.54727 2.11279
## 323: 163.34206: -0.120808 0.000135254 0.507040 1.00000e-08 0.459890 0.210823 1.54724 2.11225
## 324: 163.33110: -0.120759 0.000483313 0.507045 1.00000e-08 0.459905 0.210843 1.54721 2.11169
## 325: 163.31951: -0.120709 0.000136638 0.507043 1.00000e-08 0.459865 0.210798 1.54717 2.11115
## 326: 163.30853: -0.120661 0.000485233 0.507048 1.00000e-08 0.459881 0.210819 1.54714 2.11059
## 327: 163.29692: -0.120611 0.000138056 0.507045 1.00000e-08 0.459841 0.210775 1.54711 2.11004
## 328: 163.28592: -0.120562 0.000487190 0.507049 1.00000e-08 0.459856 0.210796 1.54708 2.10948
## 329: 163.27430: -0.120513 0.000139509 0.507046 1.00000e-08 0.459816 0.210752 1.54705 2.10894
## 330: 163.26329: -0.120464 0.000489186 0.507049 1.00000e-08 0.459831 0.210773 1.54701 2.10838
## 331: 163.25165: -0.120415 0.000140996 0.507046 1.00000e-08 0.459791 0.210729 1.54698 2.10783
## 332: 163.24062: -0.120367 0.000491221 0.507048 1.00000e-08 0.459806 0.210751 1.54694 2.10727
## 333: 163.22896: -0.120317 0.000142517 0.507044 1.00000e-08 0.459765 0.210706 1.54691 2.10672
## 334: 163.21792: -0.120269 0.000493293 0.507045 1.00000e-08 0.459780 0.210728 1.54687 2.10616
## 335: 163.20624: -0.120220 0.000144072 0.507040 1.00000e-08 0.459739 0.210684 1.54684 2.10561
## 336: 163.19518: -0.120172 0.000495403 0.507041 1.00000e-08 0.459754 0.210707 1.54680 2.10505
## 337: 163.18349: -0.120123 0.000145661 0.507036 1.00000e-08 0.459712 0.210663 1.54676 2.10450
## 338: 163.17241: -0.120075 0.000497552 0.507036 1.00000e-08 0.459727 0.210686 1.54672 2.10394
## 339: 163.16070: -0.120026 0.000147284 0.507030 1.00000e-08 0.459685 0.210642 1.54669 2.10339
## 340: 163.14961: -0.119978 0.000499738 0.507029 1.00000e-08 0.459700 0.210665 1.54665 2.10282
## 341: 163.13788: -0.119929 0.000148941 0.507022 1.00000e-08 0.459658 0.210621 1.54661 2.10227
## 342: 163.12678: -0.119882 0.000501962 0.507021 1.00000e-08 0.459672 0.210644 1.54657 2.10170
## 343: 163.11503: -0.119833 0.000150631 0.507013 1.00000e-08 0.459630 0.210601 1.54653 2.10115
## 344: 163.10391: -0.119785 0.000504224 0.507012 1.00000e-08 0.459645 0.210624 1.54648 2.10058
## 345: 163.09214: -0.119737 0.000152355 0.507003 1.00000e-08 0.459602 0.210581 1.54644 2.10003
## 346: 163.08100: -0.119689 0.000506523 0.507001 1.00000e-08 0.459616 0.210605 1.54640 2.09946
## 347: 163.06922: -0.119641 0.000154113 0.506992 1.00000e-08 0.459574 0.210561 1.54636 2.09891
## 348: 163.05806: -0.119594 0.000508860 0.506989 1.00000e-08 0.459588 0.210586 1.54631 2.09834
## 349: 163.04626: -0.119545 0.000155904 0.506979 1.00000e-08 0.459545 0.210542 1.54627 2.09778
## 350: 163.03509: -0.119498 0.000511234 0.506975 1.00000e-08 0.459559 0.210567 1.54623 2.09721
## 351: 163.02327: -0.119450 0.000157729 0.506965 1.00000e-08 0.459516 0.210524 1.54618 2.09665
## 352: 163.01208: -0.119403 0.000513645 0.506961 1.00000e-08 0.459529 0.210549 1.54614 2.09608
## 353: 163.00024: -0.119355 0.000159587 0.506949 1.00000e-08 0.459486 0.210506 1.54609 2.09552
## 354: 162.98904: -0.119308 0.000516094 0.506944 1.00000e-08 0.459500 0.210531 1.54604 2.09495
## 355: 162.97718: -0.119260 0.000161478 0.506932 1.00000e-08 0.459456 0.210488 1.54600 2.09439
## 356: 162.96596: -0.119214 0.000518580 0.506927 1.00000e-08 0.459469 0.210513 1.54595 2.09382
## 357: 162.95408: -0.119166 0.000163403 0.506914 1.00000e-08 0.459425 0.210471 1.54590 2.09326
## 358: 162.94285: -0.119119 0.000521102 0.506908 1.00000e-08 0.459439 0.210496 1.54585 2.09268
## 359: 162.93095: -0.119072 0.000165360 0.506894 1.00000e-08 0.459395 0.210454 1.54580 2.09212
## 360: 162.91970: -0.119025 0.000523661 0.506887 1.00000e-08 0.459408 0.210480 1.54575 2.09155
## 361: 162.90779: -0.118978 0.000167350 0.506873 1.00000e-08 0.459363 0.210437 1.54570 2.09099
## 362: 162.89652: -0.118932 0.000526257 0.506865 1.00000e-08 0.459376 0.210464 1.54565 2.09041
## 363: 162.88459: -0.118884 0.000169373 0.506850 1.00000e-08 0.459332 0.210421 1.54560 2.08985
## 364: 162.87330: -0.118838 0.000528890 0.506842 1.00000e-08 0.459345 0.210448 1.54555 2.08927
## 365: 162.86135: -0.118791 0.000171428 0.506826 1.00000e-08 0.459300 0.210406 1.54549 2.08871
## 366: 162.85005: -0.118745 0.000531558 0.506817 1.00000e-08 0.459312 0.210433 1.54544 2.08813
## 367: 162.83808: -0.118698 0.000173516 0.506801 1.00000e-08 0.459267 0.210390 1.54539 2.08756
## 368: 162.82677: -0.118652 0.000534263 0.506791 1.00000e-08 0.459280 0.210418 1.54533 2.08698
## 369: 162.81478: -0.118605 0.000175636 0.506774 1.00000e-08 0.459234 0.210376 1.54528 2.08642
## 370: 162.80344: -0.118559 0.000537004 0.506764 1.00000e-08 0.459247 0.210403 1.54522 2.08584
## 371: 162.79144: -0.118512 0.000177788 0.506746 1.00000e-08 0.459201 0.210361 1.54516 2.08527
## 372: 162.78009: -0.118467 0.000539781 0.506735 1.00000e-08 0.459214 0.210389 1.54511 2.08469
## 373: 162.76806: -0.118420 0.000179973 0.506717 1.00000e-08 0.459168 0.210347 1.54505 2.08412
## 374: 162.75670: -0.118375 0.000542594 0.506705 1.00000e-08 0.459180 0.210375 1.54499 2.08354
## 375: 162.74465: -0.118328 0.000182189 0.506686 1.00000e-08 0.459134 0.210334 1.54493 2.08297
## 376: 162.73327: -0.118283 0.000545442 0.506673 1.00000e-08 0.459146 0.210362 1.54488 2.08239
## 377: 162.72120: -0.118237 0.000184437 0.506654 1.00000e-08 0.459099 0.210320 1.54482 2.08182
## 378: 162.70981: -0.118192 0.000548325 0.506640 1.00000e-08 0.459111 0.210349 1.54476 2.08123
## 379: 162.69772: -0.118145 0.000186716 0.506620 1.00000e-08 0.459065 0.210308 1.54470 2.08066
## 380: 162.68631: -0.118100 0.000551244 0.506606 1.00000e-08 0.459077 0.210337 1.54464 2.08008
## 381: 162.67421: -0.118054 0.000189027 0.506585 1.00000e-08 0.459029 0.210295 1.54457 2.07950
## 382: 162.66278: -0.118010 0.000554197 0.506570 1.00000e-08 0.459041 0.210325 1.54451 2.07892
## 383: 162.65066: -0.117964 0.000191369 0.506548 1.00000e-08 0.458994 0.210283 1.54445 2.07834
## 384: 162.63921: -0.117919 0.000557186 0.506533 1.00000e-08 0.459006 0.210313 1.54439 2.07776
## 385: 162.62707: -0.117873 0.000193742 0.506510 1.00000e-08 0.458958 0.210272 1.54432 2.07718
## 386: 162.61561: -0.117829 0.000560209 0.506494 1.00000e-08 0.458970 0.210302 1.54426 2.07660
## 387: 162.60345: -0.117783 0.000196146 0.506471 1.00000e-08 0.458922 0.210261 1.54419 2.07602
## 388: 162.59198: -0.117739 0.000563266 0.506455 1.00000e-08 0.458933 0.210291 1.54413 2.07543
## 389: 162.57980: -0.117693 0.000198580 0.506430 1.00000e-08 0.458885 0.210250 1.54406 2.07486
## 390: 162.56831: -0.117649 0.000566357 0.506413 1.00000e-08 0.458897 0.210281 1.54399 2.07427
## 391: 162.55611: -0.117604 0.000201045 0.506388 1.00000e-08 0.458848 0.210240 1.54393 2.07369
## 392: 162.54460: -0.117560 0.000569483 0.506370 1.00000e-08 0.458860 0.210271 1.54386 2.07310
## 393: 162.53239: -0.117514 0.000203541 0.506345 1.00000e-08 0.458811 0.210230 1.54379 2.07252
## 394: 162.52086: -0.117470 0.000572642 0.506326 1.00000e-08 0.458822 0.210261 1.54372 2.07193
## 395: 162.50863: -0.117425 0.000206066 0.506300 1.00000e-08 0.458773 0.210220 1.54365 2.07135
## 396: 162.49709: -0.117382 0.000575835 0.506281 1.00000e-08 0.458784 0.210252 1.54358 2.07076
## 397: 162.48484: -0.117337 0.000208621 0.506254 1.00000e-08 0.458735 0.210211 1.54351 2.07018
## 398: 162.47328: -0.117293 0.000579061 0.506234 1.00000e-08 0.458746 0.210243 1.54344 2.06959
## 399: 162.46101: -0.117248 0.000211206 0.506206 1.00000e-08 0.458697 0.210203 1.54337 2.06901
## 400: 162.44944: -0.117205 0.000582321 0.506186 1.00000e-08 0.458708 0.210235 1.54330 2.06841
## 401: 162.43715: -0.117160 0.000213821 0.506157 1.00000e-08 0.458658 0.210194 1.54323 2.06783
## 402: 162.42557: -0.117117 0.000585613 0.506136 1.00000e-08 0.458669 0.210227 1.54315 2.06723
## 403: 162.41326: -0.117072 0.000216464 0.506107 1.00000e-08 0.458619 0.210186 1.54308 2.06665
## 404: 162.40166: -0.117029 0.000588938 0.506085 1.00000e-08 0.458630 0.210219 1.54301 2.06606
## 405: 162.38933: -0.116985 0.000219137 0.506055 1.00000e-08 0.458579 0.210179 1.54293 2.06547
## 406: 162.37771: -0.116942 0.000592296 0.506032 1.00000e-08 0.458590 0.210212 1.54286 2.06488
## 407: 162.36537: -0.116898 0.000221839 0.506002 1.00000e-08 0.458539 0.210172 1.54278 2.06429
## 408: 162.35374: -0.116855 0.000595685 0.505979 1.00000e-08 0.458550 0.210205 1.54270 2.06369
## 409: 162.34137: -0.116811 0.000224569 0.505948 1.00000e-08 0.458499 0.210165 1.54263 2.06311
## 410: 162.32973: -0.116768 0.000599107 0.505924 1.00000e-08 0.458510 0.210199 1.54255 2.06251
## 411: 162.31735: -0.116725 0.000227327 0.505892 1.00000e-08 0.458459 0.210159 1.54247 2.06193
## 412: 162.30569: -0.116682 0.000602560 0.505867 1.00000e-08 0.458469 0.210193 1.54239 2.06133
## 413: 162.29329: -0.116638 0.000230114 0.505835 1.00000e-08 0.458418 0.210153 1.54232 2.06074
## 414: 162.28161: -0.116596 0.000606045 0.505809 1.00000e-08 0.458428 0.210187 1.54224 2.06014
## 415: 162.26919: -0.116552 0.000232929 0.505776 1.00000e-08 0.458377 0.210147 1.54216 2.05955
## 416: 162.25750: -0.116510 0.000609561 0.505750 1.00000e-08 0.458387 0.210181 1.54208 2.05895
## 417: 162.24507: -0.116467 0.000235771 0.505716 1.00000e-08 0.458335 0.210142 1.54200 2.05836
## 418: 162.23336: -0.116425 0.000613108 0.505689 1.00000e-08 0.458345 0.210177 1.54191 2.05776
## 419: 162.22091: -0.116381 0.000238641 0.505655 1.00000e-08 0.458293 0.210137 1.54183 2.05717
## 420: 162.20919: -0.116340 0.000616686 0.505627 1.00000e-08 0.458303 0.210172 1.54175 2.05657
## 421: 162.19672: -0.116296 0.000241538 0.505592 1.00000e-08 0.458251 0.210132 1.54167 2.05598
## 422: 162.18498: -0.116255 0.000620295 0.505564 1.00000e-08 0.458261 0.210168 1.54158 2.05538
## 423: 162.17249: -0.116212 0.000244461 0.505528 1.00000e-08 0.458208 0.210128 1.54150 2.05479
## 424: 162.16074: -0.116170 0.000623935 0.505500 1.00000e-08 0.458218 0.210164 1.54141 2.05418
## 425: 162.14824: -0.116127 0.000247411 0.505463 1.00000e-08 0.458165 0.210124 1.54133 2.05359
## 426: 162.13648: -0.116086 0.000627606 0.505434 1.00000e-08 0.458175 0.210160 1.54124 2.05299
## 427: 162.12395: -0.116043 0.000250387 0.505396 1.00000e-08 0.458122 0.210121 1.54116 2.05239
## 428: 162.11218: -0.116002 0.000631139 0.505367 1.00000e-08 0.458132 0.210157 1.54107 2.05179
## 429: 162.09964: -0.115959 0.000253424 0.505329 1.00000e-08 0.458079 0.210118 1.54098 2.05120
## 430: 162.08785: -0.115918 0.000634701 0.505299 1.00000e-08 0.458089 0.210155 1.54090 2.05059
## 431: 162.07529: -0.115876 0.000256510 0.505260 1.00000e-08 0.458035 0.210115 1.54081 2.05000
## 432: 162.06349: -0.115835 0.000638316 0.505229 1.00000e-08 0.458045 0.210152 1.54072 2.04939
## 433: 162.05092: -0.115792 0.000259648 0.505190 1.00000e-08 0.457991 0.210113 1.54063 2.04879
## 434: 162.03910: -0.115752 0.000641989 0.505159 1.00000e-08 0.458001 0.210150 1.54054 2.04819
## 435: 162.02651: -0.115709 0.000262839 0.505119 1.00000e-08 0.457947 0.210111 1.54045 2.04759
## 436: 162.01468: -0.115669 0.000645726 0.505088 1.00000e-08 0.457957 0.210149 1.54036 2.04698
## 437: 162.00208: -0.115627 0.000266087 0.505047 1.00000e-08 0.457902 0.210110 1.54027 2.04639
## 438: 161.99023: -0.115586 0.000649529 0.505015 1.00000e-08 0.457912 0.210147 1.54018 2.04578
## 439: 161.97761: -0.115544 0.000269393 0.504974 1.00000e-08 0.457858 0.210108 1.54008 2.04518
## 440: 161.96575: -0.115504 0.000653402 0.504941 1.00000e-08 0.457867 0.210146 1.53999 2.04457
## 441: 161.95312: -0.115462 0.000272759 0.504900 1.00000e-08 0.457812 0.210107 1.53990 2.04398
## 442: 161.94125: -0.115422 0.000657348 0.504867 1.00000e-08 0.457822 0.210146 1.53980 2.04337
## 443: 161.92860: -0.115380 0.000276187 0.504825 1.00000e-08 0.457767 0.210107 1.53971 2.04277
## 444: 161.91671: -0.115340 0.000661369 0.504791 1.00000e-08 0.457777 0.210145 1.53962 2.04216
## 445: 161.90405: -0.115298 0.000279680 0.504748 1.00000e-08 0.457721 0.210107 1.53952 2.04156
## 446: 161.89215: -0.115258 0.000665469 0.504714 1.00000e-08 0.457731 0.210145 1.53943 2.04095
## 447: 161.87947: -0.115217 0.000283115 0.504671 1.00000e-08 0.457675 0.210107 1.53933 2.04035
## 448: 161.86756: -0.115177 0.000669608 0.504635 1.00000e-08 0.457685 0.210146 1.53923 2.03974
## 449: 161.85486: -0.115136 0.000286540 0.504592 1.00000e-08 0.457629 0.210107 1.53914 2.03914
## 450: 161.84293: -0.115096 0.000673778 0.504556 1.00000e-08 0.457638 0.210146 1.53904 2.03852
## 451: 161.83022: -0.115055 0.000289995 0.504511 1.00000e-08 0.457583 0.210108 1.53894 2.03792
## 452: 161.81828: -0.115016 0.000677983 0.504475 1.00000e-08 0.457592 0.210147 1.53884 2.03731
## 453: 161.80556: -0.114975 0.000293478 0.504430 1.00000e-08 0.457536 0.210109 1.53874 2.03671
## 454: 161.79361: -0.114935 0.000682217 0.504393 1.00000e-08 0.457545 0.210149 1.53864 2.03610
## 455: 161.78086: -0.114895 0.000296984 0.504347 1.00000e-08 0.457489 0.210110 1.53854 2.03549
## 456: 161.76890: -0.114855 0.000686480 0.504309 1.00000e-08 0.457498 0.210150 1.53844 2.03488
## 457: 161.75614: -0.114815 0.000300515 0.504263 1.00000e-08 0.457441 0.210112 1.53834 2.03428
## 458: 161.74417: -0.114776 0.000690771 0.504225 1.00000e-08 0.457450 0.210152 1.53824 2.03366
## 459: 161.73140: -0.114735 0.000304070 0.504178 1.00000e-08 0.457393 0.210114 1.53814 2.03306
## 460: 161.71942: -0.114696 0.000695091 0.504139 1.00000e-08 0.457403 0.210154 1.53804 2.03244
## 461: 161.70663: -0.114656 0.000307649 0.504092 1.00000e-08 0.457346 0.210116 1.53794 2.03184
## 462: 161.69463: -0.114617 0.000699438 0.504052 1.00000e-08 0.457355 0.210157 1.53783 2.03122
## 463: 161.68183: -0.114577 0.000311251 0.504004 1.00000e-08 0.457297 0.210119 1.53773 2.03062
## 464: 161.66982: -0.114538 0.000703812 0.503964 1.00000e-08 0.457307 0.210160 1.53763 2.03000
## 465: 161.65700: -0.114498 0.000314877 0.503916 1.00000e-08 0.457249 0.210122 1.53752 2.02940
## 466: 161.64499: -0.114460 0.000708214 0.503875 1.00000e-08 0.457258 0.210163 1.53742 2.02878
## 467: 161.63216: -0.114420 0.000318527 0.503826 1.00000e-08 0.457200 0.210125 1.53731 2.02818
## 468: 161.62013: -0.114381 0.000712642 0.503784 1.00000e-08 0.457209 0.210167 1.53721 2.02756
## 469: 161.60728: -0.114342 0.000322200 0.503734 1.00000e-08 0.457151 0.210129 1.53710 2.02695
## 470: 161.59525: -0.114304 0.000717097 0.503693 1.00000e-08 0.457160 0.210171 1.53700 2.02633
## 471: 161.58238: -0.114264 0.000325895 0.503642 1.00000e-08 0.457102 0.210133 1.53689 2.02573
## 472: 161.57034: -0.114226 0.000721578 0.503600 1.00000e-08 0.457111 0.210175 1.53678 2.02511
## 473: 161.55746: -0.114186 0.000329614 0.503549 1.00000e-08 0.457053 0.210137 1.53667 2.02450
## 474: 161.54540: -0.114149 0.000726084 0.503506 1.00000e-08 0.457062 0.210179 1.53657 2.02388
## 475: 161.53252: -0.114109 0.000333355 0.503454 1.00000e-08 0.457003 0.210141 1.53646 2.02328
## 476: 161.52045: -0.114072 0.000730617 0.503411 1.00000e-08 0.457012 0.210184 1.53635 2.02266
## 477: 161.50755: -0.114032 0.000337118 0.503358 1.00000e-08 0.456953 0.210146 1.53624 2.02205
## 478: 161.49547: -0.113995 0.000735174 0.503314 1.00000e-08 0.456962 0.210189 1.53613 2.02143
## 479: 161.48255: -0.113956 0.000340904 0.503261 1.00000e-08 0.456903 0.210151 1.53602 2.02082
## 480: 161.47046: -0.113918 0.000739757 0.503217 1.00000e-08 0.456912 0.210195 1.53591 2.02020
## 481: 161.45754: -0.113879 0.000344711 0.503163 1.00000e-08 0.456853 0.210157 1.53580 2.01959
## 482: 161.44544: -0.113842 0.000744364 0.503118 1.00000e-08 0.456862 0.210200 1.53569 2.01897
## 483: 161.43250: -0.113803 0.000348540 0.503064 1.00000e-08 0.456802 0.210162 1.53558 2.01836
## 484: 161.42039: -0.113766 0.000748995 0.503018 1.00000e-08 0.456811 0.210206 1.53546 2.01774
## 485: 161.40744: -0.113728 0.000352390 0.502964 1.00000e-08 0.456752 0.210168 1.53535 2.01713
## 486: 161.39532: -0.113691 0.000753651 0.502918 1.00000e-08 0.456761 0.210212 1.53524 2.01651
## 487: 161.38235: -0.113652 0.000356262 0.502863 1.00000e-08 0.456701 0.210174 1.53513 2.01590
## 488: 161.37023: -0.113615 0.000758331 0.502816 1.00000e-08 0.456710 0.210219 1.53501 2.01527
## 489: 161.35725: -0.113577 0.000360154 0.502760 1.00000e-08 0.456650 0.210181 1.53490 2.01466
## 490: 161.34511: -0.113540 0.000763034 0.502713 1.00000e-08 0.456659 0.210226 1.53478 2.01404
## 491: 161.33212: -0.113502 0.000364067 0.502657 1.00000e-08 0.456598 0.210188 1.53467 2.01343
## 492: 161.31998: -0.113466 0.000767761 0.502609 1.00000e-08 0.456607 0.210233 1.53455 2.01281
## 493: 161.30698: -0.113428 0.000368000 0.502552 1.00000e-08 0.456547 0.210195 1.53444 2.01219
## 494: 161.29482: -0.113391 0.000772510 0.502503 1.00000e-08 0.456556 0.210240 1.53432 2.01157
## 495: 161.28181: -0.113353 0.000371954 0.502446 1.00000e-08 0.456495 0.210202 1.53421 2.01096
## 496: 161.26965: -0.113317 0.000777283 0.502397 1.00000e-08 0.456504 0.210248 1.53409 2.01034
## 497: 161.25662: -0.113279 0.000375927 0.502339 1.00000e-08 0.456443 0.210210 1.53397 2.00972
## 498: 161.24445: -0.113243 0.000782078 0.502290 1.00000e-08 0.456452 0.210256 1.53386 2.00910
## 499: 161.23141: -0.113205 0.000379921 0.502231 1.00000e-08 0.456391 0.210217 1.53374 2.00849
## 500: 161.21924: -0.113170 0.000786894 0.502181 1.00000e-08 0.456400 0.210264 1.53362 2.00786
## 501: 161.20618: -0.113132 0.000383933 0.502123 1.00000e-08 0.456338 0.210226 1.53350 2.00725
## 502: 161.19400: -0.113096 0.000791733 0.502072 1.00000e-08 0.456348 0.210272 1.53338 2.00662
## 503: 161.18094: -0.113059 0.000387965 0.502013 1.00000e-08 0.456286 0.210234 1.53326 2.00601
## 504: 161.16875: -0.113023 0.000796594 0.501962 1.00000e-08 0.456295 0.210281 1.53314 2.00539
## 505: 161.15567: -0.112986 0.000392015 0.501902 1.00000e-08 0.456233 0.210242 1.53302 2.00477
## 506: 161.14347: -0.112950 0.000801476 0.501850 1.00000e-08 0.456242 0.210289 1.53290 2.00415
## 507: 161.13039: -0.112913 0.000396085 0.501790 1.00000e-08 0.456180 0.210251 1.53278 2.00353
## 508: 161.11818: -0.112878 0.000806379 0.501738 1.00000e-08 0.456189 0.210298 1.53266 2.00291
## 509: 161.10508: -0.112841 0.000400173 0.501677 1.00000e-08 0.456127 0.210260 1.53254 2.00229
## 510: 161.09287: -0.112806 0.000811303 0.501624 1.00000e-08 0.456136 0.210308 1.53242 2.00167
## 511: 161.07976: -0.112769 0.000404279 0.501562 1.00000e-08 0.456074 0.210270 1.53230 2.00105
## 512: 161.06754: -0.112734 0.000816248 0.501510 1.00000e-08 0.456083 0.210317 1.53217 2.00043
## 513: 161.05442: -0.112697 0.000408403 0.501447 1.00000e-08 0.456021 0.210279 1.53205 1.99981
## 514: 161.04220: -0.112662 0.000821213 0.501394 1.00000e-08 0.456030 0.210327 1.53193 1.99918
## 515: 161.02907: -0.112625 0.000412544 0.501331 1.00000e-08 0.455967 0.210289 1.53181 1.99857
## 516: 161.01683: -0.112591 0.000826198 0.501278 1.00000e-08 0.455976 0.210337 1.53168 1.99794
## 517: 161.00369: -0.112554 0.000416704 0.501214 1.00000e-08 0.455913 0.210299 1.53156 1.99733
## 518: 160.99145: -0.112519 0.000831203 0.501160 1.00000e-08 0.455923 0.210348 1.53143 1.99670
## 519: 160.97830: -0.112483 0.000420880 0.501096 1.00000e-08 0.455859 0.210309 1.53131 1.99608
## 520: 160.96606: -0.112449 0.000836227 0.501042 1.00000e-08 0.455869 0.210358 1.53118 1.99546
## 521: 160.95290: -0.112412 0.000425074 0.500977 1.00000e-08 0.455805 0.210320 1.53106 1.99484
## 522: 160.94064: -0.112378 0.000841271 0.500922 1.00000e-08 0.455815 0.210369 1.53093 1.99421
## 523: 160.92747: -0.112342 0.000429285 0.500858 1.00000e-08 0.455751 0.210331 1.53081 1.99360
## 524: 160.91522: -0.112308 0.000846334 0.500802 1.00000e-08 0.455761 0.210380 1.53068 1.99297
## 525: 160.90203: -0.112272 0.000433512 0.500737 1.00000e-08 0.455697 0.210341 1.53055 1.99235
## 526: 160.88977: -0.112238 0.000851415 0.500680 1.00000e-08 0.455706 0.210391 1.53043 1.99173
## 527: 160.87658: -0.112202 0.000437755 0.500615 1.00000e-08 0.455642 0.210353 1.53030 1.99111
## 528: 160.86431: -0.112168 0.000856516 0.500558 1.00000e-08 0.455652 0.210402 1.53017 1.99048
## 529: 160.85111: -0.112132 0.000442015 0.500492 1.00000e-08 0.455588 0.210364 1.53004 1.98986
## 530: 160.83883: -0.112098 0.000861634 0.500435 1.00000e-08 0.455597 0.210414 1.52991 1.98924
## 531: 160.82563: -0.112063 0.000446291 0.500368 1.00000e-08 0.455533 0.210375 1.52979 1.98862
## 532: 160.81334: -0.112029 0.000866771 0.500311 1.00000e-08 0.455543 0.210426 1.52966 1.98799
## 533: 160.80013: -0.111994 0.000450582 0.500244 1.00000e-08 0.455478 0.210387 1.52953 1.98737
## 534: 160.78784: -0.111960 0.000871926 0.500186 1.00000e-08 0.455488 0.210437 1.52940 1.98674
## 535: 160.77461: -0.111925 0.000454889 0.500118 1.00000e-08 0.455423 0.210399 1.52927 1.98613
## 536: 160.76232: -0.111891 0.000877098 0.500060 1.00000e-08 0.455433 0.210450 1.52914 1.98550
## 537: 160.74908: -0.111856 0.000459211 0.499992 1.00000e-08 0.455368 0.210411 1.52901 1.98488
## 538: 160.73679: -0.111823 0.000882288 0.499933 1.00000e-08 0.455378 0.210462 1.52888 1.98425
## 539: 160.72354: -0.111788 0.000463549 0.499865 1.00000e-08 0.455313 0.210424 1.52874 1.98363
## 540: 160.71124: -0.111755 0.000887494 0.499805 1.00000e-08 0.455322 0.210475 1.52861 1.98301
## 541: 160.69799: -0.111720 0.000467901 0.499737 1.00000e-08 0.455257 0.210436 1.52848 1.98239
## 542: 160.68568: -0.111687 0.000892718 0.499677 1.00000e-08 0.455267 0.210487 1.52835 1.98176
## 543: 160.67242: -0.111652 0.000472268 0.499607 1.00000e-08 0.455202 0.210449 1.52822 1.98114
## 544: 160.66011: -0.111619 0.000897959 0.499547 1.00000e-08 0.455212 0.210500 1.52808 1.98051
## 545: 160.64684: -0.111584 0.000476649 0.499478 1.00000e-08 0.455146 0.210462 1.52795 1.97989
## 546: 160.63452: -0.111551 0.000903216 0.499417 1.00000e-08 0.455156 0.210513 1.52782 1.97926
## 547: 160.62124: -0.111517 0.000481045 0.499347 1.00000e-08 0.455090 0.210475 1.52768 1.97865
## 548: 160.60892: -0.111484 0.000908489 0.499286 1.00000e-08 0.455100 0.210527 1.52755 1.97802
## 549: 160.59563: -0.111450 0.000485455 0.499215 1.00000e-08 0.455035 0.210488 1.52742 1.97740
## 550: 160.58331: -0.111417 0.000913778 0.499154 1.00000e-08 0.455045 0.210540 1.52728 1.97677
## 551: 160.57001: -0.111383 0.000489878 0.499083 1.00000e-08 0.454979 0.210502 1.52715 1.97615
## 552: 160.55769: -0.111351 0.000919083 0.499021 1.00000e-08 0.454989 0.210554 1.52701 1.97552
## 553: 160.54438: -0.111316 0.000494316 0.498949 1.00000e-08 0.454923 0.210515 1.52688 1.97490
## 554: 160.53205: -0.111284 0.000924404 0.498887 1.00000e-08 0.454933 0.210568 1.52674 1.97427
## 555: 160.51874: -0.111250 0.000498766 0.498815 1.00000e-08 0.454866 0.210529 1.52661 1.97365
## 556: 160.50641: -0.111218 0.000929740 0.498752 1.00000e-08 0.454877 0.210582 1.52647 1.97302
## 557: 160.49309: -0.111184 0.000503231 0.498680 1.00000e-08 0.454810 0.210543 1.52633 1.97240
## 558: 160.48075: -0.111152 0.000935091 0.498617 1.00000e-08 0.454821 0.210596 1.52620 1.97177
## 559: 160.46742: -0.111118 0.000507708 0.498544 1.00000e-08 0.454754 0.210557 1.52606 1.97116
## 560: 160.45508: -0.111086 0.000940457 0.498481 1.00000e-08 0.454764 0.210610 1.52592 1.97053
## 561: 160.44174: -0.111053 0.000512198 0.498407 1.00000e-08 0.454697 0.210571 1.52579 1.96991
## 562: 160.42940: -0.111021 0.000945814 0.498344 1.00000e-08 0.454708 0.210625 1.52565 1.96928
## 563: 160.41606: -0.110987 0.000516717 0.498270 1.00000e-08 0.454641 0.210586 1.52551 1.96866
## 564: 160.40371: -0.110956 0.000951173 0.498206 1.00000e-08 0.454652 0.210640 1.52537 1.96803
## 565: 160.39036: -0.110922 0.000521286 0.498132 1.00000e-08 0.454584 0.210601 1.52523 1.96741
## 566: 160.37801: -0.110891 0.000956596 0.498068 1.00000e-08 0.454595 0.210655 1.52509 1.96678
## 567: 160.36466: -0.110857 0.000525855 0.497993 1.00000e-08 0.454528 0.210615 1.52495 1.96616
## 568: 160.35230: -0.110826 0.000962043 0.497928 1.00000e-08 0.454539 0.210670 1.52482 1.96553
## 569: 160.33894: -0.110793 0.000530417 0.497854 1.00000e-08 0.454471 0.210630 1.52468 1.96491
## 570: 160.32659: -0.110761 0.000967491 0.497789 1.00000e-08 0.454482 0.210685 1.52454 1.96428
## 571: 160.31322: -0.110728 0.000534983 0.497713 1.00000e-08 0.454415 0.210646 1.52440 1.96366
## 572: 160.30086: -0.110697 0.000972945 0.497648 1.00000e-08 0.454426 0.210701 1.52426 1.96303
## 573: 160.28749: -0.110664 0.000539554 0.497572 1.00000e-08 0.454358 0.210661 1.52412 1.96241
## 574: 160.27513: -0.110633 0.000978404 0.497506 1.00000e-08 0.454369 0.210716 1.52398 1.96178
## 575: 160.26175: -0.110600 0.000544130 0.497430 1.00000e-08 0.454301 0.210677 1.52383 1.96116
## 576: 160.24939: -0.110569 0.000983871 0.497364 1.00000e-08 0.454313 0.210732 1.52369 1.96053
## 577: 160.23601: -0.110536 0.000548714 0.497288 1.00000e-08 0.454244 0.210693 1.52355 1.95992
## 578: 160.22364: -0.110506 0.000989346 0.497222 1.00000e-08 0.454256 0.210748 1.52341 1.95928
## 579: 160.21025: -0.110473 0.000553304 0.497145 1.00000e-08 0.454188 0.210709 1.52327 1.95867
## 580: 160.19789: -0.110442 0.000994829 0.497078 1.00000e-08 0.454199 0.210764 1.52313 1.95804
## 581: 160.18449: -0.110410 0.000557902 0.497001 1.00000e-08 0.454131 0.210725 1.52298 1.95742
## 582: 160.17212: -0.110379 0.00100032 0.496934 1.00000e-08 0.454142 0.210781 1.52284 1.95679
## 583: 160.15872: -0.110347 0.000562507 0.496856 1.00000e-08 0.454074 0.210741 1.52270 1.95617
## 584: 160.14635: -0.110316 0.00100582 0.496789 1.00000e-08 0.454086 0.210797 1.52255 1.95554
## 585: 160.13295: -0.110284 0.000567120 0.496711 1.00000e-08 0.454017 0.210757 1.52241 1.95492
## 586: 160.12058: -0.110254 0.00101133 0.496643 1.00000e-08 0.454029 0.210814 1.52227 1.95429
## 587: 160.10716: -0.110222 0.000571742 0.496565 1.00000e-08 0.453960 0.210774 1.52212 1.95367
## 588: 160.09479: -0.110191 0.00101685 0.496497 1.00000e-08 0.453972 0.210831 1.52198 1.95304
## 589: 160.08138: -0.110159 0.000576371 0.496418 1.00000e-08 0.453903 0.210791 1.52184 1.95242
## 590: 160.06900: -0.110129 0.00102238 0.496350 1.00000e-08 0.453915 0.210847 1.52169 1.95179
## 591: 160.05558: -0.110097 0.000581009 0.496271 1.00000e-08 0.453846 0.210808 1.52155 1.95117
## 592: 160.04321: -0.110067 0.00102792 0.496202 1.00000e-08 0.453858 0.210865 1.52140 1.95054
## 593: 160.02978: -0.110035 0.000585656 0.496123 1.00000e-08 0.453789 0.210824 1.52126 1.94992
## 594: 160.01741: -0.110006 0.00103347 0.496054 1.00000e-08 0.453801 0.210882 1.52111 1.94929
## 595: 160.00398: -0.109974 0.000590311 0.495974 1.00000e-08 0.453731 0.210842 1.52097 1.94867
## 596: 159.99160: -0.109944 0.00103903 0.495905 1.00000e-08 0.453744 0.210899 1.52082 1.94804
## 597: 159.97816: -0.109912 0.000594974 0.495824 1.00000e-08 0.453674 0.210859 1.52067 1.94743
## 598: 159.96579: -0.109883 0.00104460 0.495755 1.00000e-08 0.453687 0.210916 1.52053 1.94680
## 599: 159.95235: -0.109851 0.000599646 0.495674 1.00000e-08 0.453617 0.210876 1.52038 1.94618
## 600: 159.93997: -0.109822 0.00105017 0.495604 1.00000e-08 0.453629 0.210934 1.52024 1.94555
## 601: 159.92652: -0.109790 0.000604327 0.495524 1.00000e-08 0.453560 0.210894 1.52009 1.94493
## 602: 159.91415: -0.109761 0.00105576 0.495453 1.00000e-08 0.453572 0.210952 1.51994 1.94430
## 603: 159.90070: -0.109730 0.000609016 0.495372 1.00000e-08 0.453502 0.210911 1.51979 1.94368
## 604: 159.88832: -0.109701 0.00106136 0.495302 1.00000e-08 0.453515 0.210969 1.51965 1.94305
## 605: 159.87487: -0.109669 0.000613713 0.495220 1.00000e-08 0.453445 0.210929 1.51950 1.94243
## 606: 159.86249: -0.109640 0.00106697 0.495149 1.00000e-08 0.453458 0.210987 1.51935 1.94180
## 607: 159.84903: -0.109609 0.000618419 0.495067 1.00000e-08 0.453388 0.210947 1.51920 1.94119
## 608: 159.83665: -0.109580 0.00107259 0.494996 1.00000e-08 0.453400 0.211005 1.51906 1.94056
## 609: 159.82319: -0.109549 0.000623133 0.494914 1.00000e-08 0.453330 0.210965 1.51891 1.93994
## 610: 159.81081: -0.109520 0.00107821 0.494843 1.00000e-08 0.453343 0.211024 1.51876 1.93931
## 611: 159.79734: -0.109489 0.000627855 0.494760 1.00000e-08 0.453273 0.210983 1.51861 1.93869
## 612: 159.78497: -0.109461 0.00108385 0.494689 1.00000e-08 0.453286 0.211042 1.51846 1.93806
## 613: 159.77150: -0.109430 0.000632585 0.494606 1.00000e-08 0.453215 0.211001 1.51831 1.93745
## 614: 159.75912: -0.109401 0.00108949 0.494534 1.00000e-08 0.453228 0.211060 1.51816 1.93682
## 615: 159.74564: -0.109371 0.000637323 0.494451 1.00000e-08 0.453158 0.211019 1.51801 1.93620
## 616: 159.73327: -0.109342 0.00109515 0.494378 1.00000e-08 0.453171 0.211079 1.51786 1.93557
## 617: 159.71979: -0.109312 0.000642069 0.494295 1.00000e-08 0.453100 0.211037 1.51771 1.93495
## 618: 159.70741: -0.109283 0.00110081 0.494222 1.00000e-08 0.453114 0.211097 1.51756 1.93432
## 619: 159.69393: -0.109253 0.000646823 0.494138 1.00000e-08 0.453043 0.211056 1.51741 1.93371
## 620: 159.68155: -0.109224 0.00110648 0.494066 1.00000e-08 0.453056 0.211116 1.51726 1.93308
## 621: 159.66807: -0.109194 0.000651584 0.493981 1.00000e-08 0.452985 0.211074 1.51711 1.93246
## 622: 159.65569: -0.109166 0.00111217 0.493908 1.00000e-08 0.452999 0.211135 1.51696 1.93183
## 623: 159.64220: -0.109136 0.000656353 0.493824 1.00000e-08 0.452927 0.211093 1.51681 1.93121
## 624: 159.62983: -0.109108 0.00111786 0.493751 1.00000e-08 0.452941 0.211153 1.51666 1.93059
## 625: 159.61634: -0.109078 0.000661130 0.493666 1.00000e-08 0.452870 0.211112 1.51651 1.92997
## 626: 159.60396: -0.109050 0.00112355 0.493592 1.00000e-08 0.452884 0.211172 1.51635 1.92934
## 627: 159.59047: -0.109020 0.000665913 0.493507 1.00000e-08 0.452812 0.211131 1.51620 1.92872
## 628: 159.57809: -0.108992 0.00112926 0.493433 1.00000e-08 0.452826 0.211191 1.51605 1.92810
## 629: 159.56459: -0.108962 0.000670704 0.493347 1.00000e-08 0.452754 0.211150 1.51590 1.92748
## 630: 159.55222: -0.108934 0.00113498 0.493273 1.00000e-08 0.452769 0.211211 1.51574 1.92685
## 631: 159.53872: -0.108904 0.000675502 0.493188 1.00000e-08 0.452697 0.211169 1.51559 1.92623
## 632: 159.52635: -0.108877 0.00114070 0.493113 1.00000e-08 0.452711 0.211230 1.51544 1.92561
## 633: 159.51284: -0.108847 0.000680307 0.493027 1.00000e-08 0.452639 0.211188 1.51529 1.92499
## 634: 159.50047: -0.108820 0.00114643 0.492952 1.00000e-08 0.452654 0.211249 1.51513 1.92436
## 635: 159.48697: -0.108790 0.000685118 0.492866 1.00000e-08 0.452581 0.211207 1.51498 1.92375
## 636: 159.47460: -0.108763 0.00115217 0.492791 1.00000e-08 0.452596 0.211268 1.51483 1.92312
## 637: 159.46109: -0.108733 0.000689937 0.492704 1.00000e-08 0.452524 0.211226 1.51467 1.92250
## 638: 159.44872: -0.108706 0.00115792 0.492629 1.00000e-08 0.452539 0.211288 1.51452 1.92188
## 639: 159.43521: -0.108677 0.000694762 0.492542 1.00000e-08 0.452466 0.211246 1.51436 1.92126
## 640: 159.42284: -0.108649 0.00116367 0.492467 1.00000e-08 0.452481 0.211307 1.51421 1.92063
## 641: 159.40932: -0.108620 0.000699593 0.492379 1.00000e-08 0.452408 0.211265 1.51405 1.92002
## 642: 159.39696: -0.108593 0.00116944 0.492304 1.00000e-08 0.452423 0.211327 1.51390 1.91939
## 643: 159.38344: -0.108564 0.000704431 0.492216 1.00000e-08 0.452351 0.211285 1.51374 1.91878
## 644: 159.37108: -0.108537 0.00117521 0.492140 1.00000e-08 0.452366 0.211347 1.51359 1.91815
## 645: 159.35756: -0.108508 0.000709275 0.492052 1.00000e-08 0.452293 0.211304 1.51343 1.91753
## 646: 159.34520: -0.108481 0.00118098 0.491976 1.00000e-08 0.452308 0.211367 1.51328 1.91691
## 647: 159.33167: -0.108452 0.000714125 0.491887 1.00000e-08 0.452235 0.211324 1.51312 1.91629
## 648: 159.31931: -0.108426 0.00118677 0.491811 1.00000e-08 0.452251 0.211386 1.51297 1.91567
## 649: 159.30579: -0.108397 0.000718981 0.491722 1.00000e-08 0.452178 0.211344 1.51281 1.91505
## 650: 159.29343: -0.108370 0.00119256 0.491646 1.00000e-08 0.452193 0.211406 1.51265 1.91442
## 651: 159.27990: -0.108342 0.000723843 0.491557 1.00000e-08 0.452120 0.211363 1.51250 1.91381
## 652: 159.26755: -0.108315 0.00119836 0.491480 1.00000e-08 0.452136 0.211426 1.51234 1.91318
## 653: 159.25402: -0.108287 0.000728711 0.491391 1.00000e-08 0.452062 0.211383 1.51219 1.91257
## 654: 159.24166: -0.108260 0.00120416 0.491314 1.00000e-08 0.452078 0.211446 1.51203 1.91194
## 655: 159.22813: -0.108232 0.000733584 0.491224 1.00000e-08 0.452005 0.211403 1.51187 1.91133
## 656: 159.21578: -0.108205 0.00120997 0.491147 1.00000e-08 0.452021 0.211467 1.51171 1.91070
## 657: 159.20225: -0.108177 0.000738463 0.491057 1.00000e-08 0.451947 0.211423 1.51156 1.91009
## 658: 159.18990: -0.108151 0.00121579 0.490980 1.00000e-08 0.451963 0.211487 1.51140 1.90947
## 659: 159.17636: -0.108123 0.000743348 0.490889 1.00000e-08 0.451890 0.211443 1.51124 1.90885
## 660: 159.16402: -0.108097 0.00122161 0.490812 1.00000e-08 0.451906 0.211507 1.51108 1.90823
## 661: 159.15048: -0.108069 0.000748237 0.490721 1.00000e-08 0.451832 0.211464 1.51092 1.90761
## 662: 159.13814: -0.108043 0.00122744 0.490643 1.00000e-08 0.451848 0.211528 1.51077 1.90699
## 663: 159.12460: -0.108015 0.000753132 0.490553 1.00000e-08 0.451774 0.211484 1.51061 1.90638
## 664: 159.11226: -0.107989 0.00123328 0.490474 1.00000e-08 0.451791 0.211548 1.51045 1.90575
## 665: 159.09872: -0.107961 0.000758032 0.490383 1.00000e-08 0.451717 0.211504 1.51029 1.90514
## 666: 159.08638: -0.107935 0.00123912 0.490305 1.00000e-08 0.451733 0.211568 1.51013 1.90451
## 667: 159.07283: -0.107907 0.000762937 0.490214 1.00000e-08 0.451659 0.211525 1.50997 1.90390
## 668: 159.06050: -0.107882 0.00124497 0.490135 1.00000e-08 0.451676 0.211589 1.50981 1.90328
## 669: 159.04695: -0.107854 0.000767847 0.490043 1.00000e-08 0.451602 0.211545 1.50965 1.90267
## 670: 159.03462: -0.107829 0.00125082 0.489964 1.00000e-08 0.451619 0.211610 1.50949 1.90204
## 671: 159.02108: -0.107801 0.000772761 0.489873 1.00000e-08 0.451544 0.211566 1.50933 1.90143
## 672: 159.00875: -0.107776 0.00125668 0.489793 1.00000e-08 0.451561 0.211630 1.50917 1.90081
## 673: 158.99520: -0.107748 0.000777680 0.489701 1.00000e-08 0.451487 0.211586 1.50901 1.90019
## 674: 158.98287: -0.107723 0.00126255 0.489622 1.00000e-08 0.451504 0.211651 1.50885 1.89957
## 675: 158.96933: -0.107696 0.000782604 0.489530 1.00000e-08 0.451429 0.211607 1.50869 1.89896
## 676: 158.95700: -0.107670 0.00126842 0.489450 1.00000e-08 0.451447 0.211672 1.50853 1.89834
## 677: 158.94345: -0.107643 0.000787532 0.489357 1.00000e-08 0.451372 0.211627 1.50837 1.89772
## 678: 158.93113: -0.107618 0.00127429 0.489278 1.00000e-08 0.451389 0.211693 1.50821 1.89710
## 679: 158.91758: -0.107591 0.000792465 0.489185 1.00000e-08 0.451314 0.211648 1.50805 1.89649
## 680: 158.90527: -0.107566 0.00128017 0.489105 1.00000e-08 0.451332 0.211714 1.50789 1.89587
## 681: 158.89171: -0.107539 0.000797401 0.489011 1.00000e-08 0.451257 0.211669 1.50773 1.89526
## 682: 158.87940: -0.107514 0.00128605 0.488931 1.00000e-08 0.451275 0.211735 1.50756 1.89464
## 683: 158.86585: -0.107487 0.000802342 0.488838 1.00000e-08 0.451200 0.211690 1.50740 1.89402
## 684: 158.85354: -0.107463 0.00129194 0.488757 1.00000e-08 0.451218 0.211756 1.50724 1.89340
## 685: 158.83999: -0.107436 0.000807287 0.488663 1.00000e-08 0.451142 0.211711 1.50708 1.89279
## 686: 158.82768: -0.107411 0.00129784 0.488583 1.00000e-08 0.451160 0.211777 1.50692 1.89217
## 687: 158.81413: -0.107385 0.000812235 0.488489 1.00000e-08 0.451085 0.211732 1.50675 1.89156
## 688: 158.80182: -0.107360 0.00130374 0.488408 1.00000e-08 0.451103 0.211798 1.50659 1.89094
## 689: 158.78827: -0.107334 0.000817188 0.488314 1.00000e-08 0.451028 0.211753 1.50643 1.89033
## 690: 158.77597: -0.107309 0.00130964 0.488233 1.00000e-08 0.451046 0.211819 1.50627 1.88971
## 691: 158.76241: -0.107283 0.000822144 0.488138 1.00000e-08 0.450971 0.211774 1.50610 1.88910
## 692: 158.75012: -0.107259 0.00131554 0.488057 1.00000e-08 0.450989 0.211840 1.50594 1.88848
## 693: 158.73656: -0.107232 0.000827104 0.487962 1.00000e-08 0.450914 0.211795 1.50578 1.88787
## 694: 158.72427: -0.107208 0.00132145 0.487880 1.00000e-08 0.450932 0.211862 1.50561 1.88725
## 695: 158.71072: -0.107182 0.000832067 0.487785 1.00000e-08 0.450856 0.211816 1.50545 1.88664
## 696: 158.69843: -0.107158 0.00132737 0.487704 1.00000e-08 0.450875 0.211883 1.50528 1.88602
## 697: 158.68487: -0.107132 0.000837034 0.487608 1.00000e-08 0.450799 0.211837 1.50512 1.88541
## 698: 158.67259: -0.107108 0.00133329 0.487526 1.00000e-08 0.450818 0.211904 1.50496 1.88479
## 699: 158.65903: -0.107082 0.000842004 0.487431 1.00000e-08 0.450742 0.211858 1.50479 1.88418
## 700: 158.64675: -0.107058 0.00133921 0.487349 1.00000e-08 0.450761 0.211926 1.50463 1.88356
## 701: 158.63320: -0.107032 0.000846977 0.487253 1.00000e-08 0.450685 0.211880 1.50446 1.88296
## 702: 158.62092: -0.107008 0.00134514 0.487171 1.00000e-08 0.450705 0.211947 1.50430 1.88234
## 703: 158.60736: -0.106982 0.000851954 0.487074 1.00000e-08 0.450628 0.211901 1.50413 1.88173
## 704: 158.59509: -0.106959 0.00135106 0.486992 1.00000e-08 0.450648 0.211969 1.50397 1.88111
## 705: 158.58154: -0.106933 0.000856933 0.486896 1.00000e-08 0.450571 0.211922 1.50380 1.88050
## 706: 158.56927: -0.106910 0.00135700 0.486813 1.00000e-08 0.450591 0.211990 1.50364 1.87989
## 707: 158.55571: -0.106884 0.000861916 0.486716 1.00000e-08 0.450515 0.211944 1.50347 1.87928
## 708: 158.54345: -0.106861 0.00136293 0.486633 1.00000e-08 0.450534 0.212012 1.50330 1.87866
## 709: 158.52989: -0.106835 0.000866901 0.486537 1.00000e-08 0.450458 0.211965 1.50314 1.87805
## 710: 158.51764: -0.106812 0.00136887 0.486454 1.00000e-08 0.450478 0.212033 1.50297 1.87744
## 711: 158.50408: -0.106787 0.000871890 0.486356 1.00000e-08 0.450401 0.211987 1.50281 1.87683
## 712: 158.49183: -0.106764 0.00137481 0.486273 1.00000e-08 0.450421 0.212055 1.50264 1.87621
## 713: 158.47827: -0.106738 0.000876881 0.486176 1.00000e-08 0.450344 0.212008 1.50247 1.87561
## 714: 158.46602: -0.106715 0.00138076 0.486092 1.00000e-08 0.450365 0.212077 1.50231 1.87499
## 715: 158.45247: -0.106690 0.000881874 0.485995 1.00000e-08 0.450288 0.212030 1.50214 1.87438
## 716: 158.44022: -0.106667 0.00138670 0.485911 1.00000e-08 0.450308 0.212099 1.50197 1.87377
## 717: 158.42667: -0.106642 0.000886871 0.485813 1.00000e-08 0.450231 0.212052 1.50181 1.87316
## 718: 158.41443: -0.106620 0.00139265 0.485729 1.00000e-08 0.450252 0.212120 1.50164 1.87255
## 719: 158.40088: -0.106595 0.000891870 0.485631 1.00000e-08 0.450175 0.212073 1.50147 1.87194
## 720: 158.38864: -0.106572 0.00139860 0.485547 1.00000e-08 0.450195 0.212142 1.50130 1.87132
## 721: 158.37509: -0.106547 0.000896871 0.485449 1.00000e-08 0.450118 0.212095 1.50113 1.87072
## 722: 158.36286: -0.106525 0.00140456 0.485365 1.00000e-08 0.450139 0.212164 1.50097 1.87010
## 723: 158.34931: -0.106500 0.000901875 0.485266 1.00000e-08 0.450062 0.212117 1.50080 1.86950
## 724: 158.33708: -0.106478 0.00141051 0.485182 1.00000e-08 0.450083 0.212186 1.50063 1.86888
## 725: 158.32353: -0.106453 0.000906882 0.485083 1.00000e-08 0.450005 0.212138 1.50046 1.86828
## 726: 158.31131: -0.106431 0.00141647 0.484999 1.00000e-08 0.450027 0.212208 1.50029 1.86767
## 727: 158.29776: -0.106406 0.000911891 0.484899 1.00000e-08 0.449949 0.212160 1.50012 1.86706
## 728: 158.28554: -0.106384 0.00142243 0.484815 1.00000e-08 0.449970 0.212230 1.49995 1.86645
## 729: 158.27199: -0.106360 0.000916902 0.484715 1.00000e-08 0.449893 0.212182 1.49979 1.86585
## 730: 158.25978: -0.106338 0.00142839 0.484631 1.00000e-08 0.449914 0.212252 1.49962 1.86523
## 731: 158.24624: -0.106313 0.000921916 0.484531 1.00000e-08 0.449837 0.212204 1.49945 1.86463
## 732: 158.23403: -0.106292 0.00143435 0.484446 1.00000e-08 0.449858 0.212274 1.49928 1.86401
## 733: 158.22048: -0.106267 0.000926932 0.484346 1.00000e-08 0.449781 0.212226 1.49911 1.86341
## 734: 158.20828: -0.106246 0.00144031 0.484261 1.00000e-08 0.449802 0.212296 1.49894 1.86280
## 735: 158.19474: -0.106221 0.000931951 0.484161 1.00000e-08 0.449725 0.212248 1.49877 1.86220
## 736: 158.18254: -0.106200 0.00144627 0.484076 1.00000e-08 0.449747 0.212318 1.49860 1.86158
## 737: 158.16900: -0.106176 0.000936972 0.483975 1.00000e-08 0.449669 0.212270 1.49843 1.86098
## 738: 158.15681: -0.106154 0.00145224 0.483890 1.00000e-08 0.449691 0.212340 1.49826 1.86037
## 739: 158.14327: -0.106130 0.000941996 0.483789 1.00000e-08 0.449613 0.212292 1.49809 1.85977
## 740: 158.13109: -0.106109 0.00145820 0.483704 1.00000e-08 0.449635 0.212362 1.49792 1.85916
## 741: 158.11754: -0.106085 0.000947023 0.483603 1.00000e-08 0.449557 0.212314 1.49774 1.85855
## 742: 158.10537: -0.106064 0.00146416 0.483517 1.00000e-08 0.449579 0.212385 1.49757 1.85794
## 743: 158.09183: -0.106040 0.000952052 0.483416 1.00000e-08 0.449501 0.212336 1.49740 1.85734
## 744: 158.07965: -0.106019 0.00147012 0.483330 1.00000e-08 0.449524 0.212407 1.49723 1.85673
## 745: 158.06612: -0.105996 0.000957085 0.483229 1.00000e-08 0.449446 0.212358 1.49706 1.85613
## 746: 158.05395: -0.105974 0.00147608 0.483143 1.00000e-08 0.449468 0.212429 1.49689 1.85552
## 747: 158.04041: -0.105951 0.000962122 0.483042 1.00000e-08 0.449390 0.212380 1.49672 1.85492
## 748: 158.02825: -0.105930 0.00148203 0.482956 1.00000e-08 0.449413 0.212451 1.49654 1.85431
## 749: 158.01472: -0.105907 0.000967163 0.482854 1.00000e-08 0.449335 0.212402 1.49637 1.85371
## 750: 158.00256: -0.105886 0.00148798 0.482768 1.00000e-08 0.449358 0.212474 1.49620 1.85310
## 751: 157.98903: -0.105863 0.000972210 0.482666 1.00000e-08 0.449279 0.212424 1.49603 1.85250
## 752: 157.97688: -0.105842 0.00149390 0.482579 1.00000e-08 0.449303 0.212496 1.49585 1.85189
## 753: 157.96335: -0.105819 0.000977266 0.482477 1.00000e-08 0.449224 0.212447 1.49568 1.85129
## 754: 157.95118: -0.105798 0.00149912 0.482392 1.00000e-08 0.449247 0.212518 1.49551 1.85068
## 755: 157.93766: -0.105775 0.000982450 0.482289 1.00000e-08 0.449169 0.212469 1.49534 1.85008
## 756: 157.92548: -0.105754 0.00150420 0.482205 1.00000e-08 0.449193 0.212541 1.49516 1.84947
## 757: 157.91196: -0.105731 0.000987741 0.482103 1.00000e-08 0.449114 0.212491 1.49499 1.84887
## 758: 157.89977: -0.105710 0.00150952 0.482019 1.00000e-08 0.449138 0.212563 1.49481 1.84827
## 759: 157.88625: -0.105687 0.000993038 0.481916 1.00000e-08 0.449060 0.212514 1.49464 1.84767
## 760: 157.87406: -0.105666 0.00151493 0.481834 1.00000e-08 0.449084 0.212586 1.49447 1.84706
## 761: 157.86054: -0.105643 0.000998362 0.481731 1.00000e-08 0.449006 0.212536 1.49429 1.84646
## 762: 157.84835: -0.105622 0.00152044 0.481649 1.00000e-08 0.449030 0.212608 1.49412 1.84585
## 763: 157.83483: -0.105599 0.00100373 0.481546 1.00000e-08 0.448952 0.212559 1.49394 1.84525
## 764: 157.82263: -0.105578 0.00152605 0.481464 1.00000e-08 0.448976 0.212631 1.49377 1.84464
## 765: 157.80911: -0.105555 0.00100914 0.481362 1.00000e-08 0.448898 0.212581 1.49359 1.84404
## 766: 157.79691: -0.105535 0.00153177 0.481280 1.00000e-08 0.448923 0.212653 1.49342 1.84344
## 767: 157.78339: -0.105512 0.00101461 0.481177 1.00000e-08 0.448844 0.212604 1.49324 1.84284
## 768: 157.77120: -0.105491 0.00153760 0.481096 1.00000e-08 0.448869 0.212676 1.49307 1.84223
## 769: 157.75767: -0.105468 0.00102015 0.480994 1.00000e-08 0.448791 0.212626 1.49289 1.84163
## 770: 157.74548: -0.105447 0.00154353 0.480912 1.00000e-08 0.448816 0.212699 1.49272 1.84102
## 771: 157.73195: -0.105424 0.00102575 0.480810 1.00000e-08 0.448738 0.212649 1.49254 1.84042
## 772: 157.71976: -0.105404 0.00154957 0.480728 1.00000e-08 0.448763 0.212721 1.49237 1.83982
## 773: 157.70623: -0.105381 0.00103141 0.480627 1.00000e-08 0.448684 0.212671 1.49219 1.83922
## 774: 157.69404: -0.105360 0.00155572 0.480544 1.00000e-08 0.448709 0.212743 1.49201 1.83861
## 775: 157.68051: -0.105337 0.00103715 0.480443 1.00000e-08 0.448631 0.212693 1.49184 1.83801
## 776: 157.66833: -0.105317 0.00156198 0.480361 1.00000e-08 0.448656 0.212766 1.49166 1.83741
## 777: 157.65479: -0.105294 0.00104295 0.480260 1.00000e-08 0.448578 0.212716 1.49149 1.83681
## 778: 157.64262: -0.105274 0.00156834 0.480178 1.00000e-08 0.448603 0.212788 1.49131 1.83620
## 779: 157.62908: -0.105251 0.00104881 0.480077 1.00000e-08 0.448525 0.212738 1.49113 1.83560
## 780: 157.61692: -0.105231 0.00157475 0.479994 1.00000e-08 0.448550 0.212810 1.49096 1.83500
## 781: 157.60337: -0.105208 0.00105469 0.479895 1.00000e-08 0.448472 0.212760 1.49078 1.83440
## 782: 157.59122: -0.105188 0.00158124 0.479811 1.00000e-08 0.448498 0.212833 1.49060 1.83379
## 783: 157.57767: -0.105165 0.00106060 0.479712 1.00000e-08 0.448420 0.212782 1.49042 1.83320
## 784: 157.56554: -0.105145 0.00158782 0.479628 1.00000e-08 0.448445 0.212855 1.49025 1.83259
## 785: 157.55198: -0.105122 0.00106603 0.479528 1.00000e-08 0.448367 0.212804 1.49007 1.83199
## 786: 157.53987: -0.105102 0.00159435 0.479444 1.00000e-08 0.448392 0.212877 1.48989 1.83139
## 787: 157.52632: -0.105080 0.00107121 0.479344 1.00000e-08 0.448314 0.212826 1.48972 1.83079
## 788: 157.51421: -0.105060 0.00160083 0.479260 1.00000e-08 0.448340 0.212899 1.48954 1.83019
## 789: 157.50068: -0.105038 0.00107650 0.479159 1.00000e-08 0.448262 0.212848 1.48936 1.82959
## 790: 157.48858: -0.105018 0.00160733 0.479074 1.00000e-08 0.448287 0.212921 1.48918 1.82898
## 791: 157.47505: -0.104996 0.00108183 0.478974 1.00000e-08 0.448209 0.212870 1.48901 1.82839
## 792: 157.46297: -0.104977 0.00161382 0.478889 1.00000e-08 0.448235 0.212943 1.48883 1.82779
## 793: 157.44945: -0.104955 0.00108719 0.478788 1.00000e-08 0.448156 0.212892 1.48865 1.82719
## 794: 157.43737: -0.104935 0.00162031 0.478703 1.00000e-08 0.448182 0.212965 1.48847 1.82659
## 795: 157.42386: -0.104914 0.00109258 0.478601 1.00000e-08 0.448104 0.212914 1.48829 1.82599
## 796: 157.41179: -0.104894 0.00162680 0.478516 1.00000e-08 0.448130 0.212987 1.48812 1.82539
## 797: 157.39828: -0.104873 0.00109797 0.478415 1.00000e-08 0.448051 0.212936 1.48794 1.82480
## 798: 157.38623: -0.104854 0.00163329 0.478329 1.00000e-08 0.448078 0.213009 1.48776 1.82419
## 799: 157.37273: -0.104832 0.00110338 0.478227 1.00000e-08 0.447999 0.212957 1.48758 1.82360
## 800: 157.36069: -0.104813 0.00163978 0.478142 1.00000e-08 0.448025 0.213031 1.48740 1.82300
## 801: 157.34719: -0.104792 0.00110879 0.478040 1.00000e-08 0.447946 0.212979 1.48723 1.82241
## 802: 157.33516: -0.104773 0.00164626 0.477954 1.00000e-08 0.447973 0.213053 1.48705 1.82180
## 803: 157.32167: -0.104752 0.00111421 0.477851 1.00000e-08 0.447894 0.213001 1.48687 1.82121
## 804: 157.30965: -0.104733 0.00165274 0.477765 1.00000e-08 0.447921 0.213075 1.48669 1.82061
## 805: 157.29617: -0.104712 0.00111963 0.477663 1.00000e-08 0.447842 0.213023 1.48651 1.82002
## 806: 157.28416: -0.104693 0.00165921 0.477577 1.00000e-08 0.447869 0.213097 1.48633 1.81942
## 807: 157.27068: -0.104672 0.00112505 0.477474 1.00000e-08 0.447790 0.213044 1.48616 1.81882
## 808: 157.25868: -0.104654 0.00166568 0.477388 1.00000e-08 0.447817 0.213119 1.48598 1.81822
## 809: 157.24522: -0.104633 0.00113047 0.477284 1.00000e-08 0.447738 0.213066 1.48580 1.81763
## 810: 157.23323: -0.104615 0.00167214 0.477198 1.00000e-08 0.447766 0.213141 1.48562 1.81703
## 811: 157.21977: -0.104594 0.00113590 0.477094 1.00000e-08 0.447686 0.213088 1.48544 1.81644
## 812: 157.20779: -0.104576 0.00167860 0.477008 1.00000e-08 0.447714 0.213163 1.48526 1.81584
## 813: 157.19433: -0.104555 0.00114132 0.476904 1.00000e-08 0.447634 0.213110 1.48508 1.81525
## 814: 157.18237: -0.104538 0.00168505 0.476818 1.00000e-08 0.447662 0.213185 1.48490 1.81465
## 815: 157.16892: -0.104517 0.00114674 0.476714 1.00000e-08 0.447583 0.213131 1.48472 1.81406
## 816: 157.15696: -0.104499 0.00169150 0.476627 1.00000e-08 0.447611 0.213207 1.48454 1.81346
## 817: 157.14352: -0.104479 0.00115216 0.476523 1.00000e-08 0.447531 0.213153 1.48437 1.81288
## 818: 157.13158: -0.104461 0.00169794 0.476436 1.00000e-08 0.447560 0.213229 1.48419 1.81228
## 819: 157.11814: -0.104441 0.00115758 0.476332 1.00000e-08 0.447480 0.213175 1.48401 1.81169
## 820: 157.10621: -0.104423 0.00170437 0.476245 1.00000e-08 0.447508 0.213251 1.48383 1.81109
## 821: 157.09278: -0.104403 0.00116300 0.476140 1.00000e-08 0.447428 0.213197 1.48365 1.81050
## 822: 157.08086: -0.104386 0.00171080 0.476053 1.00000e-08 0.447457 0.213272 1.48347 1.80991
## 823: 157.06744: -0.104366 0.00116841 0.475948 1.00000e-08 0.447377 0.213218 1.48329 1.80932
## 824: 157.05553: -0.104349 0.00171722 0.475861 1.00000e-08 0.447406 0.213294 1.48311 1.80872
## 825: 157.04212: -0.104329 0.00117382 0.475755 1.00000e-08 0.447326 0.213240 1.48293 1.80814
## 826: 157.03022: -0.104312 0.00172364 0.475668 1.00000e-08 0.447356 0.213316 1.48275 1.80754
## 827: 157.01681: -0.104292 0.00117922 0.475563 1.00000e-08 0.447275 0.213262 1.48257 1.80695
## 828: 157.00493: -0.104275 0.00173005 0.475475 1.00000e-08 0.447305 0.213338 1.48239 1.80636
## 829: 156.99153: -0.104255 0.00118463 0.475370 1.00000e-08 0.447224 0.213284 1.48221 1.80577
## 830: 156.97965: -0.104238 0.00173645 0.475282 1.00000e-08 0.447254 0.213360 1.48203 1.80517
## 831: 156.96626: -0.104219 0.00119002 0.475176 1.00000e-08 0.447174 0.213306 1.48185 1.80459
## 832: 156.95440: -0.104202 0.00174284 0.475089 1.00000e-08 0.447204 0.213382 1.48167 1.80399
## 833: 156.94101: -0.104183 0.00119542 0.474983 1.00000e-08 0.447123 0.213328 1.48148 1.80341
## 834: 156.92916: -0.104166 0.00174923 0.474895 1.00000e-08 0.447153 0.213404 1.48130 1.80281
## 835: 156.91579: -0.104147 0.00120081 0.474788 1.00000e-08 0.447073 0.213349 1.48112 1.80223
## 836: 156.90395: -0.104131 0.00175561 0.474701 1.00000e-08 0.447103 0.213426 1.48094 1.80164
## 837: 156.89058: -0.104111 0.00120619 0.474594 1.00000e-08 0.447022 0.213371 1.48076 1.80105
## 838: 156.87875: -0.104095 0.00176199 0.474506 1.00000e-08 0.447053 0.213448 1.48058 1.80046
## 839: 156.86539: -0.104076 0.00121157 0.474399 1.00000e-08 0.446972 0.213393 1.48040 1.79988
## 840: 156.85357: -0.104060 0.00176835 0.474311 1.00000e-08 0.447003 0.213470 1.48022 1.79928
## 841: 156.84022: -0.104041 0.00121695 0.474204 1.00000e-08 0.446922 0.213415 1.48004 1.79870
## 842: 156.82841: -0.104025 0.00177471 0.474116 1.00000e-08 0.446953 0.213492 1.47985 1.79811
## 843: 156.81507: -0.104007 0.00122232 0.474009 1.00000e-08 0.446872 0.213437 1.47967 1.79753
## 844: 156.80328: -0.103991 0.00178107 0.473921 1.00000e-08 0.446903 0.213514 1.47949 1.79693
## 845: 156.78994: -0.103972 0.00122769 0.473813 1.00000e-08 0.446822 0.213459 1.47931 1.79635
## 846: 156.77816: -0.103957 0.00178741 0.473725 1.00000e-08 0.446854 0.213536 1.47913 1.79576
## 847: 156.76483: -0.103938 0.00123305 0.473617 1.00000e-08 0.446773 0.213480 1.47895 1.79518
## 848: 156.75306: -0.103923 0.00179375 0.473529 1.00000e-08 0.446804 0.213558 1.47876 1.79459
## 849: 156.73974: -0.103904 0.00123840 0.473421 1.00000e-08 0.446723 0.213502 1.47858 1.79401
## 850: 156.72798: -0.103889 0.00180008 0.473332 1.00000e-08 0.446755 0.213580 1.47840 1.79342
## 851: 156.71467: -0.103870 0.00124376 0.473224 1.00000e-08 0.446674 0.213524 1.47822 1.79284
## 852: 156.70293: -0.103855 0.00180640 0.473135 1.00000e-08 0.446706 0.213602 1.47804 1.79225
## 853: 156.68962: -0.103837 0.00124910 0.473027 1.00000e-08 0.446625 0.213546 1.47785 1.79167
## 854: 156.67789: -0.103822 0.00181271 0.472938 1.00000e-08 0.446657 0.213624 1.47767 1.79108
## 855: 156.66460: -0.103804 0.00125444 0.472830 1.00000e-08 0.446576 0.213568 1.47749 1.79050
## 856: 156.65288: -0.103789 0.00181902 0.472741 1.00000e-08 0.446608 0.213646 1.47731 1.78991
## 857: 156.63959: -0.103771 0.00125977 0.472633 1.00000e-08 0.446527 0.213590 1.47712 1.78933
## 858: 156.62788: -0.103756 0.00182531 0.472544 1.00000e-08 0.446559 0.213668 1.47694 1.78874
## 859: 156.61460: -0.103739 0.00126510 0.472435 1.00000e-08 0.446478 0.213612 1.47676 1.78817
## 860: 156.60291: -0.103724 0.00183160 0.472346 1.00000e-08 0.446511 0.213690 1.47657 1.78758
## 861: 156.58964: -0.103706 0.00127042 0.472237 1.00000e-08 0.446429 0.213633 1.47639 1.78700
## 862: 156.57796: -0.103692 0.00183788 0.472147 1.00000e-08 0.446462 0.213712 1.47621 1.78641
## 863: 156.56470: -0.103674 0.00127574 0.472038 1.00000e-08 0.446381 0.213655 1.47602 1.78584
## 864: 156.55303: -0.103660 0.00184415 0.471949 1.00000e-08 0.446414 0.213735 1.47584 1.78525
## 865: 156.53978: -0.103643 0.00128105 0.471840 1.00000e-08 0.446332 0.213677 1.47566 1.78468
## 866: 156.52812: -0.103629 0.00185041 0.471750 1.00000e-08 0.446366 0.213757 1.47547 1.78409
## 867: 156.51488: -0.103611 0.00128635 0.471641 1.00000e-08 0.446284 0.213699 1.47529 1.78351
## 868: 156.50324: -0.103597 0.00185666 0.471551 1.00000e-08 0.446317 0.213779 1.47511 1.78293
## 869: 156.49000: -0.103580 0.00129164 0.471442 1.00000e-08 0.446236 0.213721 1.47492 1.78235
## 870: 156.47838: -0.103566 0.00186291 0.471352 1.00000e-08 0.446270 0.213801 1.47474 1.78177
## 871: 156.46515: -0.103549 0.00129693 0.471242 1.00000e-08 0.446188 0.213743 1.47455 1.78119
## 872: 156.45353: -0.103535 0.00186914 0.471152 1.00000e-08 0.446222 0.213823 1.47437 1.78061
## 873: 156.44031: -0.103519 0.00130221 0.471042 1.00000e-08 0.446140 0.213765 1.47419 1.78004
## 874: 156.42871: -0.103505 0.00187536 0.470952 1.00000e-08 0.446174 0.213845 1.47400 1.77945
## 875: 156.41550: -0.103488 0.00130749 0.470842 1.00000e-08 0.446092 0.213787 1.47382 1.77888
## 876: 156.40392: -0.103475 0.00188158 0.470752 1.00000e-08 0.446127 0.213867 1.47363 1.77829
## 877: 156.39072: -0.103458 0.00131275 0.470642 1.00000e-08 0.446045 0.213809 1.47345 1.77772
## 878: 156.37914: -0.103445 0.00188778 0.470552 1.00000e-08 0.446079 0.213889 1.47326 1.77714
## 879: 156.36595: -0.103428 0.00131801 0.470441 1.00000e-08 0.445997 0.213831 1.47308 1.77657
## 880: 156.35439: -0.103415 0.00189397 0.470351 1.00000e-08 0.446032 0.213911 1.47289 1.77598
## 881: 156.34121: -0.103399 0.00132326 0.470241 1.00000e-08 0.445950 0.213853 1.47271 1.77541
## 882: 156.32967: -0.103386 0.00190015 0.470150 1.00000e-08 0.445985 0.213933 1.47252 1.77483
## 883: 156.31649: -0.103370 0.00132851 0.470040 1.00000e-08 0.445903 0.213874 1.47234 1.77426
## 884: 156.30496: -0.103357 0.00190631 0.469949 1.00000e-08 0.445938 0.213955 1.47215 1.77368
## 885: 156.29180: -0.103341 0.00133374 0.469838 1.00000e-08 0.445856 0.213896 1.47197 1.77311
## 886: 156.28028: -0.103328 0.00191247 0.469748 1.00000e-08 0.445892 0.213977 1.47178 1.77253
## 887: 156.26713: -0.103312 0.00133897 0.469637 1.00000e-08 0.445809 0.213918 1.47160 1.77196
## 888: 156.25562: -0.103299 0.00191860 0.469546 1.00000e-08 0.445845 0.213999 1.47141 1.77138
## 889: 156.24248: -0.103284 0.00134418 0.469435 1.00000e-08 0.445763 0.213940 1.47122 1.77081
## 890: 156.23099: -0.103271 0.00192471 0.469344 1.00000e-08 0.445799 0.214021 1.47104 1.77023
## 891: 156.21786: -0.103255 0.00134940 0.469233 1.00000e-08 0.445717 0.213962 1.47085 1.76966
## 892: 156.20637: -0.103243 0.00193064 0.469143 1.00000e-08 0.445753 0.214044 1.47067 1.76908
## 893: 156.19325: -0.103228 0.00135470 0.469031 1.00000e-08 0.445671 0.213985 1.47048 1.76852
## 894: 156.18178: -0.103215 0.00193675 0.468941 1.00000e-08 0.445708 0.214067 1.47029 1.76794
## 895: 156.16867: -0.103200 0.00135982 0.468829 1.00000e-08 0.445625 0.214007 1.47011 1.76737
## 896: 156.15722: -0.103188 0.00194272 0.468739 1.00000e-08 0.445662 0.214090 1.46992 1.76679
## 897: 156.14412: -0.103172 0.00136487 0.468627 1.00000e-08 0.445580 0.214030 1.46974 1.76622
## 898: 156.13268: -0.103160 0.00194860 0.468537 1.00000e-08 0.445618 0.214113 1.46955 1.76565
## 899: 156.11959: -0.103145 0.00136987 0.468425 1.00000e-08 0.445536 0.214054 1.46936 1.76508
## 900: 156.10817: -0.103133 0.00195442 0.468335 1.00000e-08 0.445573 0.214136 1.46918 1.76450
## 901: 156.09509: -0.103118 0.00137482 0.468223 1.00000e-08 0.445491 0.214077 1.46899 1.76394
## 902: 156.08368: -0.103107 0.00196020 0.468133 1.00000e-08 0.445529 0.214160 1.46880 1.76336
## 903: 156.07061: -0.103092 0.00137974 0.468021 1.00000e-08 0.445447 0.214100 1.46862 1.76280
## 904: 156.05921: -0.103080 0.00196594 0.467930 1.00000e-08 0.445485 0.214183 1.46843 1.76222
## 905: 156.04615: -0.103065 0.00138463 0.467818 1.00000e-08 0.445403 0.214124 1.46824 1.76166
## 906: 156.03477: -0.103054 0.00197165 0.467728 1.00000e-08 0.445442 0.214207 1.46806 1.76108
## 907: 156.02172: -0.103039 0.00138950 0.467616 1.00000e-08 0.445360 0.214147 1.46787 1.76052
## 908: 156.01035: -0.103028 0.00197733 0.467525 1.00000e-08 0.445398 0.214231 1.46768 1.75994
## 909: 155.99731: -0.103013 0.00139435 0.467413 1.00000e-08 0.445316 0.214171 1.46749 1.75938
## 910: 155.98596: -0.103002 0.00198299 0.467323 1.00000e-08 0.445355 0.214254 1.46731 1.75880
## 911: 155.97293: -0.102988 0.00139919 0.467210 1.00000e-08 0.445273 0.214194 1.46712 1.75824
## 912: 155.96159: -0.102977 0.00198864 0.467120 1.00000e-08 0.445312 0.214278 1.46693 1.75767
## 913: 155.94857: -0.102962 0.00140402 0.467007 1.00000e-08 0.445230 0.214218 1.46674 1.75711
## 914: 155.93724: -0.102952 0.00199427 0.466917 1.00000e-08 0.445269 0.214301 1.46656 1.75653
## 915: 155.92423: -0.102937 0.00140883 0.466804 1.00000e-08 0.445187 0.214241 1.46637 1.75597
## 916: 155.91292: -0.102927 0.00199988 0.466714 1.00000e-08 0.445226 0.214325 1.46618 1.75540
## 917: 155.89992: -0.102912 0.00141364 0.466601 1.00000e-08 0.445144 0.214265 1.46599 1.75484
## 918: 155.88862: -0.102902 0.00200548 0.466511 1.00000e-08 0.445183 0.214348 1.46581 1.75427
## 919: 155.87564: -0.102888 0.00141844 0.466398 1.00000e-08 0.445101 0.214288 1.46562 1.75370
## 920: 155.86435: -0.102877 0.00201107 0.466307 1.00000e-08 0.445141 0.214372 1.46543 1.75313
## 921: 155.85137: -0.102864 0.00142324 0.466194 1.00000e-08 0.445058 0.214311 1.46524 1.75257
## 922: 155.84010: -0.102853 0.00201666 0.466104 1.00000e-08 0.445098 0.214395 1.46505 1.75200
## 923: 155.82714: -0.102839 0.00142802 0.465991 1.00000e-08 0.445016 0.214335 1.46486 1.75144
## 924: 155.81588: -0.102829 0.00202223 0.465900 1.00000e-08 0.445056 0.214419 1.46468 1.75087
## 925: 155.80292: -0.102816 0.00143281 0.465787 1.00000e-08 0.444974 0.214358 1.46449 1.75031
## 926: 155.79165: -0.102805 0.00202722 0.465697 1.00000e-08 0.445014 0.214442 1.46430 1.74974
## 927: 155.77873: -0.102792 0.00143712 0.465584 1.00000e-08 0.444931 0.214381 1.46411 1.74918
## 928: 155.76745: -0.102782 0.00203210 0.465494 1.00000e-08 0.444972 0.214465 1.46392 1.74862
## 929: 155.75455: -0.102768 0.00144141 0.465380 1.00000e-08 0.444889 0.214404 1.46373 1.74806
## 930: 155.74326: -0.102758 0.00203697 0.465291 1.00000e-08 0.444930 0.214488 1.46354 1.74749
## 931: 155.73039: -0.102745 0.00144569 0.465177 1.00000e-08 0.444848 0.214427 1.46335 1.74693
## 932: 155.71909: -0.102735 0.00204184 0.465088 1.00000e-08 0.444888 0.214511 1.46316 1.74636
## 933: 155.70625: -0.102722 0.00144997 0.464974 1.00000e-08 0.444806 0.214450 1.46298 1.74580
## 934: 155.69493: -0.102712 0.00204669 0.464886 1.00000e-08 0.444847 0.214534 1.46279 1.74524
## 935: 155.68212: -0.102699 0.00145425 0.464770 1.00000e-08 0.444764 0.214473 1.46260 1.74468
## 936: 155.67079: -0.102689 0.00205155 0.464683 1.00000e-08 0.444805 0.214557 1.46241 1.74411
## 937: 155.65801: -0.102676 0.00145852 0.464568 1.00000e-08 0.444723 0.214496 1.46222 1.74355
## 938: 155.64667: -0.102666 0.00205640 0.464481 1.00000e-08 0.444764 0.214580 1.46203 1.74299
## 939: 155.63392: -0.102654 0.00146280 0.464365 1.00000e-08 0.444681 0.214519 1.46184 1.74243
## 940: 155.62257: -0.102643 0.00206125 0.464279 1.00000e-08 0.444723 0.214603 1.46165 1.74187
## 941: 155.60984: -0.102631 0.00146708 0.464162 1.00000e-08 0.444640 0.214541 1.46145 1.74131
## 942: 155.59848: -0.102621 0.00206610 0.464077 1.00000e-08 0.444682 0.214625 1.46126 1.74074
## 943: 155.58578: -0.102609 0.00147136 0.463960 1.00000e-08 0.444599 0.214564 1.46107 1.74019
## 944: 155.57441: -0.102599 0.00207095 0.463875 1.00000e-08 0.444641 0.214648 1.46088 1.73962
## 945: 155.56174: -0.102587 0.00147566 0.463757 1.00000e-08 0.444558 0.214586 1.46069 1.73907
## 946: 155.55035: -0.102577 0.00207581 0.463673 1.00000e-08 0.444600 0.214670 1.46050 1.73850
## 947: 155.53772: -0.102565 0.00147996 0.463555 1.00000e-08 0.444517 0.214608 1.46031 1.73795
## 948: 155.52632: -0.102555 0.00208067 0.463471 1.00000e-08 0.444560 0.214693 1.46012 1.73738
## 949: 155.51371: -0.102544 0.00148428 0.463353 1.00000e-08 0.444477 0.214630 1.45993 1.73683
## 950: 155.50230: -0.102533 0.00208554 0.463270 1.00000e-08 0.444519 0.214715 1.45974 1.73627
## 951: 155.48972: -0.102522 0.00148861 0.463151 1.00000e-08 0.444436 0.214653 1.45954 1.73571
## 952: 155.47830: -0.102512 0.00209041 0.463068 1.00000e-08 0.444479 0.214737 1.45935 1.73515
## 953: 155.46574: -0.102501 0.00149296 0.462949 1.00000e-08 0.444396 0.214674 1.45916 1.73459
## 954: 155.45431: -0.102490 0.00209531 0.462867 1.00000e-08 0.444438 0.214759 1.45897 1.73403
## 955: 155.44178: -0.102480 0.00149734 0.462748 1.00000e-08 0.444355 0.214696 1.45878 1.73348
## 956: 155.43034: -0.102469 0.00210021 0.462666 1.00000e-08 0.444398 0.214780 1.45859 1.73292
## 957: 155.41784: -0.102459 0.00150175 0.462547 1.00000e-08 0.444315 0.214718 1.45839 1.73236
## 958: 155.40639: -0.102448 0.00210514 0.462465 1.00000e-08 0.444358 0.214802 1.45820 1.73180
## 959: 155.39391: -0.102438 0.00150620 0.462345 1.00000e-08 0.444275 0.214739 1.45801 1.73125
## 960: 155.38246: -0.102427 0.00211011 0.462265 1.00000e-08 0.444318 0.214824 1.45782 1.73069
## 961: 155.36996: -0.102417 0.00151158 0.462145 1.00000e-08 0.444235 0.214761 1.45762 1.73013
## 962: 155.35850: -0.102407 0.00211496 0.462065 1.00000e-08 0.444278 0.214845 1.45743 1.72957
## 963: 155.34599: -0.102396 0.00151697 0.461945 1.00000e-08 0.444195 0.214782 1.45723 1.72902
## 964: 155.33451: -0.102386 0.00211988 0.461865 1.00000e-08 0.444239 0.214866 1.45704 1.72846
## 965: 155.32199: -0.102375 0.00152237 0.461746 1.00000e-08 0.444156 0.214804 1.45685 1.72790
## 966: 155.31051: -0.102365 0.00212497 0.461667 1.00000e-08 0.444199 0.214887 1.45665 1.72734
## 967: 155.29797: -0.102354 0.00152778 0.461548 1.00000e-08 0.444116 0.214825 1.45646 1.72679
## 968: 155.28654: -0.102344 0.00213133 0.461470 1.00000e-08 0.444159 0.214908 1.45626 1.72623
## 969: 155.27399: -0.102333 0.00153339 0.461352 1.00000e-08 0.444077 0.214845 1.45607 1.72567
## 970: 155.26250: -0.102322 0.00213538 0.461276 1.00000e-08 0.444120 0.214928 1.45588 1.72511
## 971: 155.24995: -0.102311 0.00153872 0.461158 1.00000e-08 0.444037 0.214865 1.45568 1.72455
## 972: 155.23840: -0.102300 0.00213927 0.461084 1.00000e-08 0.444080 0.214947 1.45549 1.72399
## 973: 155.22585: -0.102289 0.00154410 0.460967 1.00000e-08 0.443998 0.214884 1.45529 1.72344
## 974: 155.21426: -0.102277 0.00214344 0.460895 1.00000e-08 0.444041 0.214966 1.45510 1.72288
## 975: 155.20170: -0.102266 0.00154955 0.460778 1.00000e-08 0.443958 0.214903 1.45490 1.72232
## 976: 155.19007: -0.102254 0.00214789 0.460708 1.00000e-08 0.444001 0.214984 1.45470 1.72176
## 977: 155.17751: -0.102243 0.00155507 0.460591 1.00000e-08 0.443919 0.214921 1.45450 1.72120
## 978: 155.16585: -0.102230 0.00215258 0.460522 1.00000e-08 0.443961 0.215002 1.45431 1.72064
## 979: 155.15328: -0.102220 0.00156068 0.460405 1.00000e-08 0.443879 0.214939 1.45411 1.72008
## 980: 155.14159: -0.102207 0.00215747 0.460337 1.00000e-08 0.443922 0.215019 1.45392 1.71951
## 981: 155.12901: -0.102196 0.00156638 0.460221 1.00000e-08 0.443840 0.214957 1.45372 1.71895
## 982: 155.11731: -0.102183 0.00216256 0.460154 1.00000e-08 0.443882 0.215036 1.45352 1.71839
## 983: 155.10472: -0.102172 0.00157217 0.460038 1.00000e-08 0.443800 0.214974 1.45332 1.71783
## 984: 155.09300: -0.102159 0.00216782 0.459973 1.00000e-08 0.443842 0.215053 1.45313 1.71727
## 985: 155.08040: -0.102148 0.00157805 0.459857 1.00000e-08 0.443760 0.214990 1.45292 1.71671
## 986: 155.06866: -0.102134 0.00217325 0.459792 1.00000e-08 0.443803 0.215069 1.45273 1.71614
## 987: 155.05606: -0.102123 0.00158402 0.459677 1.00000e-08 0.443721 0.215006 1.45253 1.71558
## 988: 155.04431: -0.102110 0.00217885 0.459613 1.00000e-08 0.443763 0.215084 1.45233 1.71502
## 989: 155.03170: -0.102099 0.00159008 0.459498 1.00000e-08 0.443681 0.215021 1.45213 1.71446
## 990: 155.01994: -0.102085 0.00218460 0.459434 1.00000e-08 0.443723 0.215100 1.45193 1.71390
## 991: 155.00732: -0.102074 0.00159624 0.459321 1.00000e-08 0.443641 0.215037 1.45173 1.71333
## 992: 154.99555: -0.102061 0.00219050 0.459257 1.00000e-08 0.443683 0.215114 1.45153 1.71277
## 993: 154.98292: -0.102049 0.00160249 0.459144 1.00000e-08 0.443601 0.215051 1.45133 1.71221
## 994: 154.97115: -0.102036 0.00219655 0.459081 1.00000e-08 0.443643 0.215129 1.45113 1.71165
## 995: 154.95851: -0.102024 0.00160882 0.458968 1.00000e-08 0.443561 0.215066 1.45093 1.71108
## 996: 154.94673: -0.102011 0.00220274 0.458905 1.00000e-08 0.443603 0.215143 1.45073 1.71052
## 997: 154.93408: -0.101999 0.00161524 0.458793 1.00000e-08 0.443521 0.215079 1.45053 1.70996
## 998: 154.92230: -0.101986 0.00220906 0.458730 1.00000e-08 0.443563 0.215156 1.45033 1.70940
## 999: 154.90964: -0.101974 0.00162175 0.458619 1.00000e-08 0.443481 0.215093 1.45013 1.70883
## 1000: 154.89786: -0.101961 0.00221552 0.458556 1.00000e-08 0.443522 0.215170 1.44993 1.70827
## 1001: 154.88519: -0.101949 0.00162834 0.458446 1.00000e-08 0.443441 0.215106 1.44973 1.70771
## 1002: 154.87342: -0.101936 0.00222211 0.458383 1.00000e-08 0.443482 0.215183 1.44953 1.70715
## 1003: 154.86073: -0.101924 0.00163501 0.458273 1.00000e-08 0.443401 0.215119 1.44932 1.70658
## 1004: 154.84896: -0.101910 0.00222883 0.458210 1.00000e-08 0.443442 0.215195 1.44912 1.70602
## 1005: 154.83626: -0.101898 0.00164177 0.458101 1.00000e-08 0.443361 0.215131 1.44892 1.70546
## 1006: 154.82450: -0.101885 0.00223567 0.458038 1.00000e-08 0.443401 0.215207 1.44872 1.70490
## 1007: 154.81179: -0.101873 0.00164860 0.457930 1.00000e-08 0.443320 0.215143 1.44852 1.70433
## 1008: 154.80004: -0.101860 0.00224263 0.457867 1.00000e-08 0.443361 0.215219 1.44832 1.70377
## 1009: 154.78731: -0.101848 0.00165551 0.457760 1.00000e-08 0.443280 0.215155 1.44811 1.70321
## 1010: 154.77558: -0.101835 0.00224971 0.457696 1.00000e-08 0.443320 0.215231 1.44791 1.70265
## 1011: 154.76283: -0.101823 0.00166249 0.457589 1.00000e-08 0.443240 0.215167 1.44770 1.70209
## 1012: 154.75111: -0.101810 0.00225691 0.457526 1.00000e-08 0.443280 0.215242 1.44750 1.70152
## 1013: 154.73835: -0.101797 0.00166954 0.457420 1.00000e-08 0.443199 0.215178 1.44730 1.70096
## 1014: 154.72664: -0.101785 0.00226423 0.457355 1.00000e-08 0.443239 0.215253 1.44710 1.70040
## 1015: 154.71387: -0.101772 0.00167667 0.457251 1.00000e-08 0.443159 0.215189 1.44689 1.69984
## 1016: 154.70218: -0.101760 0.00227166 0.457186 1.00000e-08 0.443199 0.215264 1.44669 1.69928
## 1017: 154.68939: -0.101747 0.00168385 0.457082 1.00000e-08 0.443118 0.215200 1.44648 1.69872
## 1018: 154.67772: -0.101735 0.00227920 0.457016 1.00000e-08 0.443158 0.215275 1.44628 1.69815
## 1019: 154.66492: -0.101722 0.00169111 0.456913 1.00000e-08 0.443078 0.215210 1.44608 1.69759
## 1020: 154.65327: -0.101710 0.00228685 0.456847 1.00000e-08 0.443117 0.215285 1.44587 1.69703
## 1021: 154.64045: -0.101697 0.00169842 0.456745 1.00000e-08 0.443037 0.215220 1.44567 1.69647
## 1022: 154.62883: -0.101685 0.00229461 0.456678 1.00000e-08 0.443077 0.215295 1.44547 1.69591
## 1023: 154.61599: -0.101672 0.00170579 0.456577 1.00000e-08 0.442996 0.215230 1.44526 1.69535
## 1024: 154.60440: -0.101660 0.00230247 0.456509 1.00000e-08 0.443036 0.215305 1.44506 1.69479
## 1025: 154.59154: -0.101647 0.00171321 0.456409 1.00000e-08 0.442956 0.215240 1.44485 1.69423
## 1026: 154.57998: -0.101636 0.00231043 0.456341 1.00000e-08 0.442995 0.215315 1.44465 1.69367
## 1027: 154.56711: -0.101623 0.00172069 0.456241 1.00000e-08 0.442915 0.215250 1.44444 1.69311
## 1028: 154.55557: -0.101612 0.00231848 0.456172 1.00000e-08 0.442955 0.215324 1.44424 1.69255
## 1029: 154.54269: -0.101598 0.00172820 0.456073 1.00000e-08 0.442875 0.215259 1.44403 1.69199
## 1030: 154.53119: -0.101587 0.00232662 0.456003 1.00000e-08 0.442914 0.215334 1.44382 1.69143
## 1031: 154.51829: -0.101574 0.00173576 0.455905 1.00000e-08 0.442834 0.215268 1.44362 1.69088
## 1032: 154.50678: -0.101563 0.00233375 0.455835 1.00000e-08 0.442873 0.215343 1.44341 1.69031
## 1033: 154.49390: -0.101550 0.00174249 0.455737 1.00000e-08 0.442794 0.215278 1.44321 1.68976
## 1034: 154.48236: -0.101539 0.00234022 0.455667 1.00000e-08 0.442833 0.215352 1.44300 1.68920
## 1035: 154.46951: -0.101526 0.00174881 0.455570 1.00000e-08 0.442754 0.215287 1.44279 1.68864
## 1036: 154.45794: -0.101515 0.00234652 0.455501 1.00000e-08 0.442794 0.215363 1.44259 1.68808
## 1037: 154.44513: -0.101502 0.00175494 0.455404 1.00000e-08 0.442715 0.215298 1.44238 1.68752
## 1038: 154.43352: -0.101491 0.00235272 0.455335 1.00000e-08 0.442755 0.215373 1.44218 1.68696
## 1039: 154.42075: -0.101478 0.00176093 0.455238 1.00000e-08 0.442676 0.215308 1.44197 1.68641
## 1040: 154.40910: -0.101467 0.00235886 0.455170 1.00000e-08 0.442716 0.215383 1.44176 1.68584
## 1041: 154.39638: -0.101454 0.00176679 0.455073 1.00000e-08 0.442638 0.215318 1.44156 1.68529
## 1042: 154.38469: -0.101443 0.00236497 0.455005 1.00000e-08 0.442678 0.215394 1.44135 1.68473
## 1043: 154.37201: -0.101430 0.00177250 0.454908 1.00000e-08 0.442599 0.215329 1.44114 1.68417
## 1044: 154.36030: -0.101419 0.00237108 0.454840 1.00000e-08 0.442639 0.215404 1.44094 1.68361
## 1045: 154.34772: -0.101407 0.00177691 0.454741 1.00000e-08 0.442560 0.215339 1.44073 1.68306
## 1046: 154.33597: -0.101396 0.00237745 0.454674 1.00000e-08 0.442601 0.215414 1.44052 1.68250
## 1047: 154.32357: -0.101385 0.00177973 0.454570 1.00000e-08 0.442520 0.215348 1.44032 1.68194
## 1048: 154.31180: -0.101374 0.00238421 0.454504 1.00000e-08 0.442561 0.215423 1.44011 1.68139
## 1049: 154.29938: -0.101363 0.00178744 0.454399 1.00000e-08 0.442480 0.215357 1.43990 1.68083
## 1050: 154.28757: -0.101352 0.00239045 0.454333 1.00000e-08 0.442522 0.215433 1.43970 1.68028
## 1051: 154.27509: -0.101341 0.00179612 0.454229 1.00000e-08 0.442441 0.215367 1.43949 1.67972
## 1052: 154.26324: -0.101330 0.00239657 0.454163 1.00000e-08 0.442482 0.215442 1.43928 1.67916
## 1053: 154.25070: -0.101319 0.00180458 0.454058 1.00000e-08 0.442402 0.215376 1.43907 1.67860
## 1054: 154.23882: -0.101308 0.00240269 0.453992 1.00000e-08 0.442443 0.215451 1.43886 1.67804
## 1055: 154.22623: -0.101297 0.00181289 0.453888 1.00000e-08 0.442362 0.215385 1.43865 1.67748
## 1056: 154.21431: -0.101286 0.00240881 0.453822 1.00000e-08 0.442403 0.215461 1.43844 1.67692
## 1057: 154.20168: -0.101275 0.00182111 0.453718 1.00000e-08 0.442323 0.215395 1.43823 1.67636
## 1058: 154.18972: -0.101264 0.00241493 0.453652 1.00000e-08 0.442364 0.215470 1.43802 1.67579
## 1059: 154.17705: -0.101253 0.00182924 0.453548 1.00000e-08 0.442284 0.215404 1.43781 1.67523
## 1060: 154.16505: -0.101242 0.00242105 0.453483 1.00000e-08 0.442324 0.215479 1.43760 1.67466
## 1061: 154.15234: -0.101231 0.00183731 0.453379 1.00000e-08 0.442244 0.215413 1.43738 1.67410
## 1062: 154.14030: -0.101220 0.00242718 0.453313 1.00000e-08 0.442285 0.215488 1.43717 1.67353
## 1063: 154.12756: -0.101208 0.00184532 0.453209 1.00000e-08 0.442205 0.215422 1.43696 1.67296
## 1064: 154.11549: -0.101197 0.00243339 0.453144 1.00000e-08 0.442246 0.215497 1.43675 1.67239
## 1065: 154.10271: -0.101186 0.00185317 0.453041 1.00000e-08 0.442166 0.215431 1.43653 1.67182
## 1066: 154.09061: -0.101175 0.00243945 0.452976 1.00000e-08 0.442207 0.215506 1.43632 1.67125
## 1067: 154.07781: -0.101163 0.00186093 0.452873 1.00000e-08 0.442128 0.215441 1.43610 1.67068
## 1068: 154.06568: -0.101152 0.00244545 0.452808 1.00000e-08 0.442169 0.215515 1.43589 1.67011
## 1069: 154.05284: -0.101141 0.00186864 0.452705 1.00000e-08 0.442090 0.215450 1.43567 1.66954
## 1070: 154.04067: -0.101129 0.00245143 0.452640 1.00000e-08 0.442131 0.215524 1.43546 1.66896
## 1071: 154.02781: -0.101118 0.00187632 0.452538 1.00000e-08 0.442052 0.215459 1.43524 1.66839
## 1072: 154.01561: -0.101107 0.00245739 0.452473 1.00000e-08 0.442092 0.215533 1.43503 1.66782
## 1073: 154.00271: -0.101095 0.00188398 0.452371 1.00000e-08 0.442013 0.215468 1.43481 1.66724
## 1074: 153.99048: -0.101084 0.00246335 0.452306 1.00000e-08 0.442054 0.215542 1.43459 1.66666
## 1075: 153.97755: -0.101072 0.00189163 0.452204 1.00000e-08 0.441975 0.215477 1.43437 1.66609
## 1076: 153.96529: -0.101061 0.00246932 0.452140 1.00000e-08 0.442016 0.215550 1.43416 1.66551
## 1077: 153.95233: -0.101049 0.00189928 0.452038 1.00000e-08 0.441937 0.215485 1.43394 1.66493
## 1078: 153.94003: -0.101038 0.00247529 0.451974 1.00000e-08 0.441977 0.215559 1.43372 1.66435
## 1079: 153.92705: -0.101026 0.00190694 0.451872 1.00000e-08 0.441899 0.215494 1.43350 1.66378
## 1080: 153.91472: -0.101015 0.00248128 0.451809 1.00000e-08 0.441939 0.215567 1.43329 1.66319
## 1081: 153.90170: -0.101003 0.00191461 0.451707 1.00000e-08 0.441861 0.215502 1.43306 1.66262
## 1082: 153.88934: -0.100992 0.00248728 0.451643 1.00000e-08 0.441901 0.215574 1.43285 1.66203
## 1083: 153.87630: -0.100980 0.00192230 0.451542 1.00000e-08 0.441822 0.215509 1.43262 1.66145
## 1084: 153.86390: -0.100968 0.00249330 0.451478 1.00000e-08 0.441862 0.215582 1.43241 1.66087
## 1085: 153.85083: -0.100957 0.00193001 0.451377 1.00000e-08 0.441784 0.215517 1.43218 1.66029
## 1086: 153.83839: -0.100945 0.00249934 0.451314 1.00000e-08 0.441824 0.215589 1.43196 1.65970
## 1087: 153.82530: -0.100933 0.00193773 0.451213 1.00000e-08 0.441746 0.215524 1.43174 1.65912
## 1088: 153.81283: -0.100922 0.00250540 0.451150 1.00000e-08 0.441785 0.215596 1.43152 1.65853
## 1089: 153.79970: -0.100910 0.00194549 0.451049 1.00000e-08 0.441707 0.215531 1.43130 1.65795
## 1090: 153.78720: -0.100898 0.00251148 0.450986 1.00000e-08 0.441746 0.215602 1.43107 1.65736
## 1091: 153.77405: -0.100886 0.00195327 0.450885 1.00000e-08 0.441668 0.215537 1.43085 1.65677
## 1092: 153.76151: -0.100875 0.00251758 0.450822 1.00000e-08 0.441708 0.215609 1.43063 1.65618
## 1093: 153.74833: -0.100863 0.00196108 0.450722 1.00000e-08 0.441630 0.215544 1.43040 1.65560
## 1094: 153.73576: -0.100851 0.00252371 0.450659 1.00000e-08 0.441669 0.215614 1.43018 1.65501
## 1095: 153.72255: -0.100839 0.00196893 0.450559 1.00000e-08 0.441591 0.215550 1.42995 1.65442
## 1096: 153.70995: -0.100827 0.00252986 0.450496 1.00000e-08 0.441630 0.215620 1.42973 1.65383
## 1097: 153.69671: -0.100815 0.00197680 0.450396 1.00000e-08 0.441552 0.215555 1.42950 1.65324
## 1098: 153.68407: -0.100803 0.00253603 0.450334 1.00000e-08 0.441591 0.215625 1.42928 1.65264
## 1099: 153.67081: -0.100791 0.00198471 0.450234 1.00000e-08 0.441513 0.215561 1.42905 1.65205
## 1100: 153.65814: -0.100780 0.00254223 0.450172 1.00000e-08 0.441552 0.215631 1.42883 1.65146
## 1101: 153.64484: -0.100767 0.00199265 0.450072 1.00000e-08 0.441474 0.215566 1.42860 1.65087
## 1102: 153.63214: -0.100756 0.00254845 0.450010 1.00000e-08 0.441513 0.215635 1.42837 1.65027
## 1103: 153.61881: -0.100743 0.00200063 0.449911 1.00000e-08 0.441435 0.215570 1.42814 1.64968
## 1104: 153.60607: -0.100732 0.00255470 0.449849 1.00000e-08 0.441473 0.215640 1.42791 1.64908
## 1105: 153.59272: -0.100719 0.00200864 0.449750 1.00000e-08 0.441396 0.215575 1.42768 1.64849
## 1106: 153.57995: -0.100707 0.00256097 0.449688 1.00000e-08 0.441434 0.215644 1.42746 1.64789
## 1107: 153.56657: -0.100695 0.00201669 0.449589 1.00000e-08 0.441357 0.215579 1.42722 1.64729
## 1108: 153.55376: -0.100683 0.00256727 0.449527 1.00000e-08 0.441394 0.215648 1.42700 1.64669
## 1109: 153.54035: -0.100671 0.00202478 0.449428 1.00000e-08 0.441317 0.215583 1.42676 1.64610
## 1110: 153.52750: -0.100659 0.00257359 0.449367 1.00000e-08 0.441355 0.215651 1.42654 1.64550
## 1111: 153.51407: -0.100647 0.00203291 0.449268 1.00000e-08 0.441278 0.215586 1.42630 1.64490
## 1112: 153.50119: -0.100635 0.00257994 0.449207 1.00000e-08 0.441315 0.215654 1.42607 1.64430
## 1113: 153.48772: -0.100622 0.00204107 0.449108 1.00000e-08 0.441238 0.215590 1.42584 1.64370
## 1114: 153.47481: -0.100610 0.00258631 0.449047 1.00000e-08 0.441276 0.215657 1.42561 1.64309
## 1115: 153.46131: -0.100598 0.00204928 0.448949 1.00000e-08 0.441199 0.215592 1.42537 1.64249
## 1116: 153.44836: -0.100586 0.00259270 0.448888 1.00000e-08 0.441236 0.215660 1.42514 1.64189
## 1117: 153.43484: -0.100573 0.00205752 0.448790 1.00000e-08 0.441159 0.215595 1.42491 1.64129
## 1118: 153.42185: -0.100561 0.00259912 0.448729 1.00000e-08 0.441196 0.215662 1.42467 1.64068
## 1119: 153.40830: -0.100549 0.00206581 0.448631 1.00000e-08 0.441119 0.215597 1.42444 1.64008
## 1120: 153.39528: -0.100536 0.00260556 0.448570 1.00000e-08 0.441156 0.215664 1.42420 1.63947
## 1121: 153.38170: -0.100524 0.00207413 0.448473 1.00000e-08 0.441079 0.215599 1.42397 1.63887
## 1122: 153.36864: -0.100512 0.00261203 0.448412 1.00000e-08 0.441116 0.215666 1.42373 1.63826
## 1123: 153.35503: -0.100499 0.00208250 0.448315 1.00000e-08 0.441039 0.215601 1.42349 1.63765
## 1124: 153.34193: -0.100487 0.00261852 0.448254 1.00000e-08 0.441075 0.215667 1.42326 1.63704
## 1125: 153.32829: -0.100474 0.00209091 0.448157 1.00000e-08 0.440999 0.215602 1.42302 1.63644
## 1126: 153.31516: -0.100462 0.00262504 0.448096 1.00000e-08 0.441035 0.215668 1.42278 1.63583
## 1127: 153.30149: -0.100449 0.00209936 0.448000 1.00000e-08 0.440959 0.215603 1.42254 1.63522
## 1128: 153.28832: -0.100437 0.00263158 0.447939 1.00000e-08 0.440995 0.215669 1.42231 1.63461
## 1129: 153.27462: -0.100424 0.00210786 0.447843 1.00000e-08 0.440919 0.215604 1.42207 1.63400
## 1130: 153.26141: -0.100412 0.00263815 0.447782 1.00000e-08 0.440954 0.215669 1.42183 1.63338
## 1131: 153.24768: -0.100399 0.00211639 0.447686 1.00000e-08 0.440878 0.215605 1.42159 1.63277
## 1132: 153.23444: -0.100386 0.00264473 0.447625 1.00000e-08 0.440914 0.215669 1.42135 1.63216
## 1133: 153.22068: -0.100374 0.00212497 0.447529 1.00000e-08 0.440838 0.215605 1.42110 1.63155
## 1134: 153.20740: -0.100361 0.00265135 0.447469 1.00000e-08 0.440873 0.215669 1.42087 1.63093
## 1135: 153.19361: -0.100348 0.00213360 0.447373 1.00000e-08 0.440797 0.215605 1.42062 1.63032
## 1136: 153.18029: -0.100336 0.00265798 0.447313 1.00000e-08 0.440832 0.215668 1.42038 1.62970
## 1137: 153.16647: -0.100323 0.00214227 0.447218 1.00000e-08 0.440757 0.215604 1.42014 1.62909
## 1138: 153.15311: -0.100310 0.00266464 0.447158 1.00000e-08 0.440791 0.215668 1.41989 1.62847
## 1139: 153.13926: -0.100297 0.00215098 0.447063 1.00000e-08 0.440716 0.215603 1.41965 1.62785
## 1140: 153.12587: -0.100285 0.00267133 0.447003 1.00000e-08 0.440750 0.215666 1.41941 1.62723
## 1141: 153.11198: -0.100272 0.00215975 0.446908 1.00000e-08 0.440675 0.215602 1.41916 1.62661
## 1142: 153.09855: -0.100259 0.00267803 0.446848 1.00000e-08 0.440709 0.215665 1.41892 1.62599
## 1143: 153.08464: -0.100246 0.00216855 0.446753 1.00000e-08 0.440634 0.215601 1.41867 1.62538
## 1144: 153.07117: -0.100234 0.00268476 0.446693 1.00000e-08 0.440668 0.215663 1.41842 1.62475
## 1145: 153.05722: -0.100220 0.00217741 0.446599 1.00000e-08 0.440593 0.215599 1.41818 1.62413
## 1146: 153.04371: -0.100208 0.00269152 0.446539 1.00000e-08 0.440626 0.215661 1.41793 1.62351
## 1147: 153.02973: -0.100195 0.00218631 0.446445 1.00000e-08 0.440552 0.215597 1.41768 1.62289
## 1148: 153.01618: -0.100182 0.00269830 0.446385 1.00000e-08 0.440585 0.215659 1.41744 1.62226
## 1149: 153.00217: -0.100169 0.00219525 0.446291 1.00000e-08 0.440510 0.215595 1.41718 1.62164
## 1150: 152.98859: -0.100156 0.00270510 0.446232 1.00000e-08 0.440544 0.215656 1.41694 1.62102
## 1151: 152.97454: -0.100143 0.00220425 0.446138 1.00000e-08 0.440469 0.215593 1.41669 1.62039
## 1152: 152.96092: -0.100130 0.00271192 0.446079 1.00000e-08 0.440502 0.215653 1.41644 1.61976
## 1153: 152.94684: -0.100117 0.00221329 0.445985 1.00000e-08 0.440428 0.215590 1.41619 1.61914
## 1154: 152.93318: -0.100104 0.00271877 0.445926 1.00000e-08 0.440460 0.215650 1.41594 1.61851
## 1155: 152.91907: -0.100090 0.00222239 0.445832 1.00000e-08 0.440386 0.215586 1.41568 1.61788
## 1156: 152.90536: -0.100077 0.00272564 0.445773 1.00000e-08 0.440418 0.215646 1.41543 1.61725
## 1157: 152.89122: -0.100064 0.00223153 0.445680 1.00000e-08 0.440344 0.215583 1.41518 1.61663
## 1158: 152.87747: -0.100051 0.00273253 0.445621 1.00000e-08 0.440376 0.215643 1.41493 1.61600
## 1159: 152.86330: -0.100038 0.00224072 0.445528 1.00000e-08 0.440303 0.215579 1.41467 1.61537
## 1160: 152.84951: -0.100025 0.00273945 0.445469 1.00000e-08 0.440334 0.215638 1.41442 1.61473
## 1161: 152.83530: -0.100011 0.00224997 0.445376 1.00000e-08 0.440261 0.215575 1.41416 1.61410
## 1162: 152.82147: -0.0999980 0.00274638 0.445318 1.00000e-08 0.440292 0.215634 1.41391 1.61347
## 1163: 152.80723: -0.0999845 0.00225926 0.445225 1.00000e-08 0.440219 0.215571 1.41365 1.61284
## 1164: 152.79336: -0.0999714 0.00275335 0.445167 1.00000e-08 0.440250 0.215629 1.41340 1.61220
## 1165: 152.77909: -0.0999579 0.00226861 0.445074 1.00000e-08 0.440177 0.215566 1.41314 1.61157
## 1166: 152.76518: -0.0999446 0.00276033 0.445016 1.00000e-08 0.440208 0.215624 1.41288 1.61093
## 1167: 152.75087: -0.0999311 0.00227801 0.444924 1.00000e-08 0.440134 0.215561 1.41262 1.61030
## 1168: 152.73692: -0.0999178 0.00276733 0.444865 1.00000e-08 0.440165 0.215618 1.41237 1.60966
## 1169: 152.72257: -0.0999042 0.00228746 0.444773 1.00000e-08 0.440092 0.215556 1.41210 1.60903
## 1170: 152.70858: -0.0998909 0.00277436 0.444715 1.00000e-08 0.440123 0.215613 1.41185 1.60839
## 1171: 152.69420: -0.0998773 0.00229696 0.444623 1.00000e-08 0.440050 0.215550 1.41158 1.60775
## 1172: 152.68016: -0.0998639 0.00278141 0.444565 1.00000e-08 0.440080 0.215607 1.41133 1.60711
## 1173: 152.66574: -0.0998502 0.00230652 0.444474 1.00000e-08 0.440007 0.215544 1.41106 1.60647
## 1174: 152.65167: -0.0998368 0.00278848 0.444416 1.00000e-08 0.440037 0.215600 1.41080 1.60583
## 1175: 152.63722: -0.0998231 0.00231613 0.444325 1.00000e-08 0.439965 0.215538 1.41054 1.60519
## 1176: 152.62310: -0.0998096 0.00279558 0.444267 1.00000e-08 0.439994 0.215594 1.41028 1.60454
## 1177: 152.60861: -0.0997958 0.00232580 0.444176 1.00000e-08 0.439922 0.215531 1.41001 1.60390
## 1178: 152.59445: -0.0997823 0.00280269 0.444118 1.00000e-08 0.439951 0.215587 1.40975 1.60326
## 1179: 152.57992: -0.0997685 0.00233552 0.444027 1.00000e-08 0.439879 0.215524 1.40948 1.60262
## 1180: 152.56572: -0.0997549 0.00280983 0.443969 1.00000e-08 0.439908 0.215579 1.40922 1.60197
## 1181: 152.55116: -0.0997411 0.00234530 0.443879 1.00000e-08 0.439836 0.215517 1.40895 1.60133
## 1182: 152.53691: -0.0997274 0.00281699 0.443821 1.00000e-08 0.439865 0.215572 1.40869 1.60068
## 1183: 152.52231: -0.0997135 0.00235514 0.443731 1.00000e-08 0.439793 0.215510 1.40842 1.60003
## 1184: 152.50802: -0.0996999 0.00282417 0.443673 1.00000e-08 0.439821 0.215564 1.40815 1.59939
## 1185: 152.49339: -0.0996859 0.00236503 0.443583 1.00000e-08 0.439750 0.215502 1.40789 1.59874
## 1186: 152.47905: -0.0996722 0.00283137 0.443526 1.00000e-08 0.439778 0.215556 1.40762 1.59809
## 1187: 152.46438: -0.0996581 0.00237498 0.443436 1.00000e-08 0.439707 0.215494 1.40735 1.59744
## 1188: 152.45000: -0.0996444 0.00283859 0.443378 1.00000e-08 0.439734 0.215547 1.40708 1.59679
## 1189: 152.43529: -0.0996303 0.00238498 0.443289 1.00000e-08 0.439663 0.215485 1.40681 1.59614
## 1190: 152.42087: -0.0996165 0.00284583 0.443232 1.00000e-08 0.439691 0.215538 1.40654 1.59549
## 1191: 152.40612: -0.0996024 0.00239505 0.443142 1.00000e-08 0.439620 0.215477 1.40627 1.59484
## 1192: 152.39165: -0.0995885 0.00285309 0.443085 1.00000e-08 0.439647 0.215529 1.40599 1.59418
## 1193: 152.37686: -0.0995743 0.00240517 0.442996 1.00000e-08 0.439576 0.215468 1.40572 1.59353
## 1194: 152.36235: -0.0995604 0.00286038 0.442939 1.00000e-08 0.439603 0.215520 1.40545 1.59287
## 1195: 152.34753: -0.0995462 0.00241536 0.442850 1.00000e-08 0.439532 0.215459 1.40517 1.59222
## 1196: 152.33297: -0.0995322 0.00286768 0.442793 1.00000e-08 0.439559 0.215510 1.40490 1.59156
## 1197: 152.31810: -0.0995179 0.00242560 0.442704 1.00000e-08 0.439489 0.215449 1.40462 1.59091
## 1198: 152.30350: -0.0995039 0.00287500 0.442647 1.00000e-08 0.439515 0.215500 1.40435 1.59025
## 1199: 152.28860: -0.0994896 0.00243591 0.442559 1.00000e-08 0.439445 0.215439 1.40407 1.58959
## 1200: 152.27395: -0.0994755 0.00288234 0.442502 1.00000e-08 0.439470 0.215489 1.40380 1.58893
## 1201: 152.25901: -0.0994611 0.00244627 0.442414 1.00000e-08 0.439401 0.215429 1.40352 1.58827
## 1202: 152.24431: -0.0994470 0.00288970 0.442357 1.00000e-08 0.439426 0.215479 1.40324 1.58761
## 1203: 152.22933: -0.0994326 0.00245670 0.442270 1.00000e-08 0.439357 0.215418 1.40296 1.58695
## 1204: 152.21459: -0.0994184 0.00289708 0.442213 1.00000e-08 0.439382 0.215468 1.40268 1.58629
## 1205: 152.19956: -0.0994039 0.00246719 0.442125 1.00000e-08 0.439312 0.215408 1.40240 1.58563
## 1206: 152.18478: -0.0993897 0.00290447 0.442069 1.00000e-08 0.439337 0.215456 1.40212 1.58497
## 1207: 152.16971: -0.0993752 0.00247774 0.441981 1.00000e-08 0.439268 0.215396 1.40184 1.58430
## 1208: 152.15488: -0.0993609 0.00291189 0.441925 1.00000e-08 0.439292 0.215445 1.40156 1.58364
## 1209: 152.13447: -0.0993269 0.00207685 0.441766 1.00000e-08 0.439158 0.215327 1.40099 1.58229
## 1210: 152.09813: -0.0992353 0.00289812 0.441944 1.00000e-08 0.439249 0.215418 1.40062 1.58124
## 1211: 152.07688: -0.0992052 0.00210144 0.441763 1.00000e-08 0.439106 0.215294 1.40003 1.57987
## 1212: 152.04100: -0.0991136 0.00291144 0.441939 1.00000e-08 0.439193 0.215382 1.39966 1.57881
## 1213: 152.01992: -0.0990835 0.00210810 0.441755 1.00000e-08 0.439042 0.215248 1.39907 1.57745
## 1214: 151.98390: -0.0989922 0.00292386 0.441930 1.00000e-08 0.439127 0.215334 1.39870 1.57639
## 1215: 151.96264: -0.0989620 0.00212379 0.441744 1.00000e-08 0.438970 0.215194 1.39811 1.57503
## 1216: 151.92671: -0.0988711 0.00294043 0.441917 1.00000e-08 0.439053 0.215278 1.39774 1.57397
## 1217: 151.90546: -0.0988409 0.00213730 0.441730 1.00000e-08 0.438892 0.215132 1.39714 1.57261
## 1218: 151.86949: -0.0987502 0.00295772 0.441901 1.00000e-08 0.438974 0.215216 1.39677 1.57155
## 1219: 151.84816: -0.0987201 0.00215415 0.441712 1.00000e-08 0.438808 0.215065 1.39618 1.57019
## 1220: 151.81222: -0.0986297 0.00297703 0.441882 1.00000e-08 0.438890 0.215148 1.39580 1.56913
## 1221: 151.79086: -0.0985995 0.00217101 0.441693 1.00000e-08 0.438721 0.214994 1.39520 1.56777
## 1222: 151.75491: -0.0985095 0.00299722 0.441861 1.00000e-08 0.438801 0.215076 1.39483 1.56671
## 1223: 151.73350: -0.0984793 0.00218930 0.441671 1.00000e-08 0.438629 0.214918 1.39423 1.56536
## 1224: 151.69756: -0.0983896 0.00301852 0.441838 1.00000e-08 0.438709 0.215000 1.39385 1.56430
## 1225: 151.67614: -0.0983594 0.00220795 0.441648 1.00000e-08 0.438536 0.214841 1.39325 1.56294
## 1226: 151.64024: -0.0982699 0.00304086 0.441814 1.00000e-08 0.438616 0.214923 1.39287 1.56188
## 1227: 151.61886: -0.0982397 0.00222563 0.441625 1.00000e-08 0.438442 0.214763 1.39228 1.56053
## 1228: 151.58297: -0.0981504 0.00306169 0.441791 1.00000e-08 0.438523 0.214845 1.39190 1.55947
## 1229: 151.56149: -0.0981201 0.00224613 0.441602 1.00000e-08 0.438349 0.214685 1.39130 1.55812
## 1230: 151.52566: -0.0980310 0.00308386 0.441767 1.00000e-08 0.438429 0.214767 1.39092 1.55706
## 1231: 151.50417: -0.0980008 0.00226511 0.441579 1.00000e-08 0.438253 0.214606 1.39033 1.55571
## 1232: 151.46836: -0.0979119 0.00310594 0.441743 1.00000e-08 0.438333 0.214688 1.38995 1.55465
## 1233: 151.44682: -0.0978816 0.00228521 0.441555 1.00000e-08 0.438157 0.214525 1.38935 1.55331
## 1234: 151.41104: -0.0977929 0.00312863 0.441718 1.00000e-08 0.438237 0.214608 1.38897 1.55225
## 1235: 151.38950: -0.0977627 0.00230512 0.441530 1.00000e-08 0.438060 0.214444 1.38837 1.55090
## 1236: 151.35378: -0.0976742 0.00315191 0.441694 1.00000e-08 0.438141 0.214527 1.38799 1.54984
## 1237: 151.33228: -0.0976439 0.00232403 0.441508 1.00000e-08 0.437965 0.214364 1.38740 1.54850
## 1238: 151.29657: -0.0975555 0.00317330 0.441671 1.00000e-08 0.438046 0.214448 1.38702 1.54744
## 1239: 151.27499: -0.0975251 0.00234524 0.441486 1.00000e-08 0.437870 0.214285 1.38642 1.54610
## 1240: 151.23936: -0.0974368 0.00319571 0.441649 1.00000e-08 0.437951 0.214368 1.38604 1.54504
## 1241: 151.21777: -0.0974064 0.00236504 0.441464 1.00000e-08 0.437774 0.214205 1.38545 1.54370
## 1242: 151.18215: -0.0973183 0.00321784 0.441626 1.00000e-08 0.437855 0.214288 1.38507 1.54264
## 1243: 151.16051: -0.0972878 0.00238589 0.441443 1.00000e-08 0.437678 0.214124 1.38447 1.54130
## 1244: 151.12493: -0.0971998 0.00324032 0.441605 1.00000e-08 0.437759 0.214207 1.38409 1.54024
## 1245: 151.10326: -0.0971694 0.00240694 0.441421 1.00000e-08 0.437581 0.214042 1.38350 1.53890
## 1246: 151.06771: -0.0970813 0.00326237 0.441583 1.00000e-08 0.437662 0.214124 1.38312 1.53784
## 1247: 151.04601: -0.0970508 0.00242947 0.441400 1.00000e-08 0.437483 0.213959 1.38252 1.53650
## 1248: 151.01050: -0.0969617 0.00327984 0.441567 1.00000e-08 0.437563 0.214039 1.38214 1.53545
## 1249: 150.98844: -0.0969310 0.00246030 0.441384 1.00000e-08 0.437385 0.213874 1.38154 1.53411
## 1250: 150.95312: -0.0968415 0.00330369 0.441552 1.00000e-08 0.437463 0.213953 1.38117 1.53305
## 1251: 150.93098: -0.0968099 0.00248614 0.441373 1.00000e-08 0.437286 0.213788 1.38057 1.53171
## 1252: 150.89567: -0.0967202 0.00332738 0.441542 1.00000e-08 0.437364 0.213865 1.38019 1.53066
## 1253: 150.87335: -0.0966873 0.00251472 0.441368 1.00000e-08 0.437187 0.213701 1.37959 1.52932
## 1254: 150.83810: -0.0965975 0.00335249 0.441536 1.00000e-08 0.437264 0.213777 1.37922 1.52826
## 1255: 150.81558: -0.0965628 0.00254455 0.441370 1.00000e-08 0.437089 0.213613 1.37862 1.52692
## 1256: 150.78041: -0.0964729 0.00337861 0.441538 1.00000e-08 0.437165 0.213688 1.37824 1.52586
## 1257: 150.75766: -0.0964360 0.00257551 0.441380 1.00000e-08 0.436991 0.213524 1.37764 1.52452
## 1258: 150.72258: -0.0963461 0.00340560 0.441548 1.00000e-08 0.437066 0.213598 1.37726 1.52346
## 1259: 150.69961: -0.0963068 0.00260743 0.441400 1.00000e-08 0.436894 0.213435 1.37667 1.52213
## 1260: 150.66462: -0.0962170 0.00343340 0.441566 1.00000e-08 0.436967 0.213507 1.37629 1.52106
## 1261: 150.64142: -0.0961751 0.00264015 0.441429 1.00000e-08 0.436797 0.213344 1.37570 1.51973
## 1262: 150.60653: -0.0960853 0.00346201 0.441594 1.00000e-08 0.436868 0.213414 1.37532 1.51867
## 1263: 150.58311: -0.0960410 0.00267350 0.441467 1.00000e-08 0.436700 0.213251 1.37473 1.51734
## 1264: 150.54833: -0.0959513 0.00349145 0.441630 1.00000e-08 0.436770 0.213320 1.37435 1.51627
## 1265: 150.52470: -0.0959045 0.00270729 0.441514 1.00000e-08 0.436603 0.213157 1.37377 1.51495
## 1266: 150.49002: -0.0958150 0.00352174 0.441675 1.00000e-08 0.436671 0.213224 1.37338 1.51387
## 1267: 150.46622: -0.0957658 0.00274124 0.441569 1.00000e-08 0.436505 0.213061 1.37280 1.51256
## 1268: 150.43162: -0.0956766 0.00355293 0.441728 1.00000e-08 0.436571 0.213127 1.37241 1.51148
## 1269: 150.40769: -0.0956255 0.00277495 0.441629 1.00000e-08 0.436406 0.212962 1.37184 1.51017
## 1270: 150.37315: -0.0955366 0.00358504 0.441786 1.00000e-08 0.436471 0.213027 1.37144 1.50909
## 1271: 150.34915: -0.0954840 0.00280747 0.441694 1.00000e-08 0.436306 0.212861 1.37088 1.50778
## 1272: 150.31464: -0.0953955 0.00361809 0.441848 1.00000e-08 0.436369 0.212924 1.37048 1.50670
## 1273: 150.29080: -0.0953438 0.00283370 0.441752 1.00000e-08 0.436200 0.212755 1.36991 1.50539
## 1274: 150.25621: -0.0952559 0.00365207 0.441904 1.00000e-08 0.436263 0.212818 1.36951 1.50431
## 1275: 150.23467: -0.0952232 0.00280929 0.441725 1.00000e-08 0.436059 0.212622 1.36891 1.50299
## 1276: 150.19869: -0.0951371 0.00368766 0.441878 1.00000e-08 0.436130 0.212695 1.36852 1.50193
## 1277: 150.17656: -0.0951062 0.00285943 0.441692 1.00000e-08 0.435926 0.212501 1.36792 1.50060
## 1278: 150.14120: -0.0950209 0.00374055 0.441842 1.00000e-08 0.435999 0.212577 1.36753 1.49953
## 1279: 150.11953: -0.0949902 0.00288402 0.441661 1.00000e-08 0.435800 0.212387 1.36693 1.49822
## 1280: 150.08404: -0.0949055 0.00377811 0.441811 1.00000e-08 0.435875 0.212465 1.36654 1.49716
## 1281: 150.06198: -0.0948747 0.00292544 0.441631 1.00000e-08 0.435678 0.212278 1.36595 1.49584
## 1282: 150.02687: -0.0947906 0.00382171 0.441778 1.00000e-08 0.435754 0.212358 1.36556 1.49477
## 1283: 150.00495: -0.0947599 0.00295425 0.441600 1.00000e-08 0.435557 0.212171 1.36496 1.49346
## 1284: 149.96986: -0.0946764 0.00385952 0.441746 1.00000e-08 0.435634 0.212252 1.36457 1.49240
## 1285: 149.94779: -0.0946457 0.00298879 0.441570 1.00000e-08 0.435439 0.212067 1.36398 1.49109
## 1286: 149.91291: -0.0945628 0.00389878 0.441714 1.00000e-08 0.435517 0.212149 1.36359 1.49002
## 1287: 149.89084: -0.0945321 0.00301955 0.441539 1.00000e-08 0.435322 0.211964 1.36300 1.48872
## 1288: 149.85605: -0.0944499 0.00393599 0.441682 1.00000e-08 0.435400 0.212048 1.36260 1.48765
## 1289: 149.83391: -0.0944192 0.00305160 0.441508 1.00000e-08 0.435205 0.211862 1.36201 1.48635
## 1290: 149.79926: -0.0943375 0.00397319 0.441649 1.00000e-08 0.435285 0.211947 1.36162 1.48528
## 1291: 149.77710: -0.0943068 0.00308258 0.441477 1.00000e-08 0.435090 0.211762 1.36103 1.48398
## 1292: 149.74255: -0.0942256 0.00400949 0.441617 1.00000e-08 0.435170 0.211848 1.36063 1.48291
## 1293: 149.72038: -0.0941949 0.00311374 0.441446 1.00000e-08 0.434976 0.211663 1.36005 1.48162
## 1294: 149.68601: -0.0941136 0.00404437 0.441588 1.00000e-08 0.435058 0.211750 1.35965 1.48055
## 1295: 149.66394: -0.0940829 0.00314458 0.441421 1.00000e-08 0.434865 0.211566 1.35907 1.47926
## 1296: 149.62963: -0.0940014 0.00407655 0.441565 1.00000e-08 0.434948 0.211654 1.35868 1.47819
## 1297: 149.60758: -0.0939706 0.00317711 0.441400 1.00000e-08 0.434756 0.211471 1.35810 1.47690
## 1298: 149.57330: -0.0938892 0.00411052 0.441545 1.00000e-08 0.434840 0.211559 1.35772 1.47583
## 1299: 149.55126: -0.0938579 0.00320999 0.441383 1.00000e-08 0.434649 0.211376 1.35714 1.47454
## 1300: 149.51702: -0.0937768 0.00414542 0.441527 1.00000e-08 0.434732 0.211464 1.35675 1.47347
## 1301: 149.49499: -0.0937448 0.00324307 0.441370 1.00000e-08 0.434542 0.211281 1.35617 1.47218
## 1302: 149.46077: -0.0936640 0.00418099 0.441513 1.00000e-08 0.434625 0.211369 1.35579 1.47111
## 1303: 149.43889: -0.0936324 0.00327325 0.441355 1.00000e-08 0.434434 0.211185 1.35521 1.46982
## 1304: 149.40472: -0.0935521 0.00421666 0.441497 1.00000e-08 0.434518 0.211274 1.35483 1.46876
## 1305: 149.38203: -0.0935210 0.00332423 0.441338 1.00000e-08 0.434326 0.211090 1.35425 1.46745
## 1306: 149.34865: -0.0934421 0.00427098 0.441475 1.00000e-08 0.434409 0.211179 1.35386 1.46638
## 1307: 149.32655: -0.0934114 0.00334196 0.441318 1.00000e-08 0.434214 0.210991 1.35329 1.46510
## 1308: 149.29298: -0.0933331 0.00430380 0.441454 1.00000e-08 0.434299 0.211083 1.35290 1.46403
## 1309: 149.27062: -0.0933024 0.00337917 0.441299 1.00000e-08 0.434105 0.210896 1.35234 1.46274
## 1310: 149.23739: -0.0932246 0.00434369 0.441434 1.00000e-08 0.434193 0.210990 1.35195 1.46167
## 1311: 149.21524: -0.0931939 0.00340701 0.441281 1.00000e-08 0.433998 0.210802 1.35139 1.46039
## 1312: 149.18208: -0.0931166 0.00437847 0.441416 1.00000e-08 0.434088 0.210899 1.35100 1.45932
## 1313: 149.15981: -0.0930859 0.00343912 0.441267 1.00000e-08 0.433899 0.210716 1.35044 1.45804
## 1314: 149.12689: -0.0930090 0.00441252 0.441401 1.00000e-08 0.433989 0.210814 1.35006 1.45697
## 1315: 149.10461: -0.0929782 0.00346687 0.441253 1.00000e-08 0.433802 0.210632 1.34950 1.45569
## 1316: 149.07182: -0.0929018 0.00444482 0.441386 1.00000e-08 0.433892 0.210730 1.34912 1.45462
## 1317: 149.04950: -0.0928710 0.00349495 0.441240 1.00000e-08 0.433704 0.210547 1.34856 1.45335
## 1318: 149.01686: -0.0927951 0.00447712 0.441372 1.00000e-08 0.433795 0.210646 1.34818 1.45227
## 1319: 148.99451: -0.0927643 0.00352253 0.441226 1.00000e-08 0.433606 0.210463 1.34763 1.45100
## 1320: 148.96200: -0.0926889 0.00450915 0.441357 1.00000e-08 0.433697 0.210561 1.34724 1.44993
## 1321: 148.93962: -0.0926581 0.00355015 0.441213 1.00000e-08 0.433508 0.210377 1.34669 1.44866
## 1322: 148.90724: -0.0925832 0.00454118 0.441341 1.00000e-08 0.433599 0.210476 1.34630 1.44759
## 1323: 148.88482: -0.0925525 0.00357774 0.441198 1.00000e-08 0.433409 0.210291 1.34575 1.44632
## 1324: 148.85257: -0.0924781 0.00457323 0.441326 1.00000e-08 0.433500 0.210390 1.34536 1.44524
## 1325: 148.83011: -0.0924474 0.00360538 0.441184 1.00000e-08 0.433310 0.210204 1.34482 1.44398
## 1326: 148.79799: -0.0923736 0.00460535 0.441309 1.00000e-08 0.433401 0.210304 1.34443 1.44291
## 1327: 148.77548: -0.0923428 0.00363309 0.441168 1.00000e-08 0.433210 0.210116 1.34388 1.44164
## 1328: 148.74349: -0.0922696 0.00463757 0.441292 1.00000e-08 0.433300 0.210217 1.34349 1.44057
## 1329: 148.72094: -0.0922388 0.00366087 0.441152 1.00000e-08 0.433109 0.210028 1.34294 1.43931
## 1330: 148.68908: -0.0921662 0.00466988 0.441275 1.00000e-08 0.433200 0.210129 1.34255 1.43824
## 1331: 148.66648: -0.0921354 0.00368872 0.441136 1.00000e-08 0.433008 0.209939 1.34200 1.43698
## 1332: 148.63475: -0.0920634 0.00470229 0.441256 1.00000e-08 0.433098 0.210040 1.34161 1.43591
## 1333: 148.61211: -0.0920326 0.00371665 0.441118 1.00000e-08 0.432906 0.209850 1.34106 1.43466
## 1334: 148.58050: -0.0919612 0.00473481 0.441237 1.00000e-08 0.432997 0.209951 1.34067 1.43358
## 1335: 148.55781: -0.0919305 0.00374465 0.441100 1.00000e-08 0.432803 0.209760 1.34012 1.43233
## 1336: 148.52633: -0.0918597 0.00476744 0.441217 1.00000e-08 0.432894 0.209862 1.33972 1.43125
## 1337: 148.50359: -0.0918289 0.00377272 0.441082 1.00000e-08 0.432701 0.209670 1.33918 1.43001
## 1338: 148.47224: -0.0917588 0.00480015 0.441197 1.00000e-08 0.432792 0.209772 1.33878 1.42893
## 1339: 148.44945: -0.0917280 0.00380084 0.441062 1.00000e-08 0.432598 0.209579 1.33824 1.42769
## 1340: 148.41824: -0.0916586 0.00483296 0.441176 1.00000e-08 0.432689 0.209682 1.33783 1.42661
## 1341: 148.39540: -0.0916278 0.00382901 0.441042 1.00000e-08 0.432494 0.209488 1.33729 1.42538
## 1342: 148.36431: -0.0915590 0.00486584 0.441153 1.00000e-08 0.432585 0.209591 1.33688 1.42430
## 1343: 148.34142: -0.0915283 0.00385722 0.441021 1.00000e-08 0.432390 0.209397 1.33634 1.42307
## 1344: 148.31047: -0.0914602 0.00489879 0.441131 1.00000e-08 0.432482 0.209501 1.33593 1.42199
## 1345: 148.28752: -0.0914294 0.00388545 0.440999 1.00000e-08 0.432286 0.209306 1.33539 1.42076
## 1346: 148.25671: -0.0913621 0.00493178 0.441107 1.00000e-08 0.432378 0.209410 1.33498 1.41968
## 1347: 148.23370: -0.0913313 0.00391368 0.440976 1.00000e-08 0.432182 0.209215 1.33444 1.41845
## 1348: 148.20303: -0.0912647 0.00496481 0.441082 1.00000e-08 0.432274 0.209320 1.33403 1.41737
## 1349: 148.17997: -0.0912339 0.00394191 0.440953 1.00000e-08 0.432078 0.209123 1.33349 1.41615
## 1350: 148.14945: -0.0911680 0.00499785 0.441057 1.00000e-08 0.432170 0.209229 1.33307 1.41507
## 1351: 148.12633: -0.0911372 0.00397011 0.440929 1.00000e-08 0.431974 0.209032 1.33253 1.41385
## 1352: 148.09595: -0.0910721 0.00503085 0.441031 1.00000e-08 0.432066 0.209139 1.33211 1.41277
## 1353: 148.07278: -0.0910413 0.00399824 0.440905 1.00000e-08 0.431870 0.208942 1.33157 1.41156
## 1354: 148.04255: -0.0909769 0.00506377 0.441005 1.00000e-08 0.431963 0.209049 1.33115 1.41048
## 1355: 148.01933: -0.0909462 0.00402625 0.440880 1.00000e-08 0.431767 0.208851 1.33061 1.40927
## 1356: 147.98926: -0.0908825 0.00509650 0.440979 1.00000e-08 0.431860 0.208960 1.33019 1.40819
## 1357: 147.96604: -0.0908517 0.00405401 0.440855 1.00000e-08 0.431664 0.208762 1.32965 1.40698
## 1358: 147.93618: -0.0907885 0.00512900 0.440955 1.00000e-08 0.431761 0.208874 1.32924 1.40590
## 1359: 147.91306: -0.0907577 0.00408010 0.440836 1.00000e-08 0.431570 0.208679 1.32871 1.40469
## 1360: 147.88336: -0.0906948 0.00515703 0.440938 1.00000e-08 0.431668 0.208792 1.32829 1.40361
## 1361: 147.86035: -0.0906638 0.00410413 0.440825 1.00000e-08 0.431481 0.208601 1.32777 1.40241
## 1362: 147.83080: -0.0906007 0.00518150 0.440930 1.00000e-08 0.431582 0.208716 1.32736 1.40132
## 1363: 147.80778: -0.0905697 0.00412724 0.440820 1.00000e-08 0.431396 0.208526 1.32684 1.40012
## 1364: 147.77836: -0.0905068 0.00520590 0.440926 1.00000e-08 0.431497 0.208641 1.32644 1.39903
## 1365: 147.75531: -0.0904757 0.00415019 0.440818 1.00000e-08 0.431311 0.208451 1.32592 1.39783
## 1366: 147.72602: -0.0904132 0.00523145 0.440923 1.00000e-08 0.431412 0.208566 1.32551 1.39674
## 1367: 147.70294: -0.0903821 0.00417287 0.440817 1.00000e-08 0.431226 0.208374 1.32500 1.39554
## 1368: 147.67380: -0.0903201 0.00525738 0.440921 1.00000e-08 0.431327 0.208489 1.32459 1.39446
## 1369: 147.65068: -0.0902889 0.00419575 0.440816 1.00000e-08 0.431139 0.208296 1.32407 1.39325
## 1370: 147.62167: -0.0902276 0.00528378 0.440919 1.00000e-08 0.431240 0.208410 1.32366 1.39217
## 1371: 147.59853: -0.0901963 0.00421887 0.440815 1.00000e-08 0.431052 0.208216 1.32315 1.39097
## 1372: 147.56966: -0.0901356 0.00531063 0.440916 1.00000e-08 0.431152 0.208330 1.32274 1.38989
## 1373: 147.54647: -0.0901043 0.00424227 0.440814 1.00000e-08 0.430963 0.208135 1.32223 1.38869
## 1374: 147.51774: -0.0900442 0.00533793 0.440914 1.00000e-08 0.431063 0.208249 1.32181 1.38761
## 1375: 147.49450: -0.0900129 0.00426595 0.440812 1.00000e-08 0.430874 0.208052 1.32130 1.38641
## 1376: 147.46592: -0.0899535 0.00536566 0.440910 1.00000e-08 0.430973 0.208167 1.32089 1.38533
## 1377: 147.44264: -0.0899222 0.00428991 0.440810 1.00000e-08 0.430783 0.207968 1.32037 1.38414
## 1378: 147.41421: -0.0898635 0.00539380 0.440906 1.00000e-08 0.430882 0.208083 1.31996 1.38305
## 1379: 147.39087: -0.0898322 0.00431413 0.440807 1.00000e-08 0.430691 0.207884 1.31944 1.38187
## 1380: 147.36259: -0.0897743 0.00542234 0.440902 1.00000e-08 0.430790 0.207998 1.31902 1.38078
## 1381: 147.33920: -0.0897429 0.00433861 0.440803 1.00000e-08 0.430599 0.207798 1.31851 1.37960
## 1382: 147.31108: -0.0896859 0.00545125 0.440896 1.00000e-08 0.430698 0.207912 1.31809 1.37852
## 1383: 147.28762: -0.0896545 0.00436333 0.440798 1.00000e-08 0.430505 0.207711 1.31757 1.37734
## 1384: 147.25967: -0.0895983 0.00548053 0.440889 1.00000e-08 0.430604 0.207826 1.31715 1.37625
## 1385: 147.23615: -0.0895670 0.00438827 0.440792 1.00000e-08 0.430411 0.207623 1.31663 1.37508
## 1386: 147.20836: -0.0895116 0.00551015 0.440881 1.00000e-08 0.430510 0.207739 1.31621 1.37399
## 1387: 147.18477: -0.0894803 0.00441341 0.440785 1.00000e-08 0.430316 0.207535 1.31569 1.37283
## 1388: 147.15717: -0.0894259 0.00554010 0.440871 1.00000e-08 0.430415 0.207651 1.31526 1.37174
## 1389: 147.13350: -0.0893946 0.00443875 0.440777 1.00000e-08 0.430221 0.207447 1.31474 1.37058
## 1390: 147.10608: -0.0893412 0.00557037 0.440860 1.00000e-08 0.430319 0.207563 1.31431 1.36949
## 1391: 147.08234: -0.0893099 0.00446427 0.440767 1.00000e-08 0.430125 0.207358 1.31379 1.36833
## 1392: 147.05510: -0.0892576 0.00560094 0.440848 1.00000e-08 0.430223 0.207474 1.31336 1.36724
## 1393: 147.03128: -0.0892262 0.00448995 0.440756 1.00000e-08 0.430028 0.207269 1.31284 1.36609
## 1394: 147.00424: -0.0891750 0.00563182 0.440834 1.00000e-08 0.430126 0.207386 1.31240 1.36500
## 1395: 146.98034: -0.0891437 0.00451579 0.440742 1.00000e-08 0.429931 0.207180 1.31188 1.36386
## 1396: 146.95350: -0.0890936 0.00566299 0.440817 1.00000e-08 0.430029 0.207297 1.31144 1.36277
## 1397: 146.92951: -0.0890623 0.00454178 0.440727 1.00000e-08 0.429834 0.207090 1.31092 1.36163
## 1398: 146.90289: -0.0890135 0.00569446 0.440799 1.00000e-08 0.429932 0.207209 1.31047 1.36054
## 1399: 146.87880: -0.0889822 0.00456791 0.440710 1.00000e-08 0.429736 0.207001 1.30995 1.35940
## 1400: 146.85241: -0.0889347 0.00572622 0.440779 1.00000e-08 0.429834 0.207120 1.30950 1.35832
## 1401: 146.82822: -0.0889034 0.00459417 0.440691 1.00000e-08 0.429638 0.206912 1.30898 1.35718
## 1402: 146.80206: -0.0888572 0.00575828 0.440756 1.00000e-08 0.429736 0.207032 1.30852 1.35610
## 1403: 146.77776: -0.0888260 0.00462057 0.440669 1.00000e-08 0.429540 0.206823 1.30800 1.35497
## 1404: 146.75186: -0.0887813 0.00579063 0.440730 1.00000e-08 0.429638 0.206944 1.30754 1.35389
## 1405: 146.72745: -0.0887501 0.00464709 0.440644 1.00000e-08 0.429442 0.206735 1.30702 1.35277
## 1406: 146.70181: -0.0887069 0.00582330 0.440702 1.00000e-08 0.429539 0.206857 1.30655 1.35168
## 1407: 146.67729: -0.0886758 0.00467374 0.440617 1.00000e-08 0.429343 0.206648 1.30603 1.35057
## 1408: 146.65193: -0.0886341 0.00585627 0.440671 1.00000e-08 0.429441 0.206771 1.30556 1.34948
## 1409: 146.62728: -0.0886031 0.00470050 0.440587 1.00000e-08 0.429245 0.206561 1.30504 1.34837
## 1410: 146.60222: -0.0885632 0.00588958 0.440636 1.00000e-08 0.429343 0.206685 1.30456 1.34729
## 1411: 146.57744: -0.0885322 0.00472740 0.440553 1.00000e-08 0.429146 0.206474 1.30404 1.34619
## 1412: 146.55270: -0.0884941 0.00592323 0.440598 1.00000e-08 0.429244 0.206600 1.30356 1.34511
## 1413: 146.52778: -0.0884632 0.00475441 0.440516 1.00000e-08 0.429048 0.206389 1.30304 1.34401
## 1414: 146.50339: -0.0884271 0.00595724 0.440556 1.00000e-08 0.429146 0.206516 1.30255 1.34294
## 1415: 146.47832: -0.0883962 0.00478155 0.440475 1.00000e-08 0.428950 0.206305 1.30203 1.34185
## 1416: 146.45430: -0.0883622 0.00599163 0.440509 1.00000e-08 0.429048 0.206433 1.30153 1.34077
## 1417: 146.42908: -0.0883315 0.00480882 0.440430 1.00000e-08 0.428852 0.206222 1.30101 1.33969
## 1418: 146.40545: -0.0882998 0.00602642 0.440458 1.00000e-08 0.428950 0.206352 1.30051 1.33861
## 1419: 146.38007: -0.0882691 0.00483622 0.440380 1.00000e-08 0.428754 0.206140 1.29999 1.33754
## 1420: 146.35677: -0.0882394 0.00605890 0.440403 1.00000e-08 0.428852 0.206272 1.29948 1.33647
## 1421: 146.33123: -0.0882087 0.00486336 0.440326 1.00000e-08 0.428657 0.206061 1.29896 1.33540
## 1422: 146.30778: -0.0881788 0.00607849 0.440350 1.00000e-08 0.428755 0.206192 1.29845 1.33432
## 1423: 146.28214: -0.0881479 0.00488857 0.440275 1.00000e-08 0.428561 0.205982 1.29792 1.33325
## 1424: 146.25854: -0.0881177 0.00609785 0.440300 1.00000e-08 0.428659 0.206113 1.29740 1.33217
## 1425: 146.23280: -0.0880867 0.00491336 0.440226 1.00000e-08 0.428466 0.205904 1.29687 1.33109
## 1426: 146.20907: -0.0880562 0.00611685 0.440253 1.00000e-08 0.428565 0.206036 1.29635 1.33001
## 1427: 146.18323: -0.0880250 0.00493767 0.440180 1.00000e-08 0.428374 0.205829 1.29581 1.32893
## 1428: 146.15938: -0.0879943 0.00613566 0.440208 1.00000e-08 0.428473 0.205961 1.29529 1.32784
## 1429: 146.13361: -0.0879629 0.00496122 0.440137 1.00000e-08 0.428283 0.205755 1.29475 1.32676
## 1430: 146.10997: -0.0879321 0.00615885 0.440173 4.39455e-06 0.428395 0.205900 1.29423 1.32567
## 1431: 146.08600: -0.0879016 0.00493564 0.440107 1.00000e-08 0.428210 0.205700 1.29372 1.32462
## 1432: 146.06246: -0.0878718 0.00617538 0.440148 9.04374e-06 0.428329 0.205852 1.29323 1.32357
## 1433: 146.04008: -0.0878422 0.00491263 0.440083 1.00000e-08 0.428142 0.205649 1.29273 1.32256
## 1434: 146.01524: -0.0878072 0.00615498 0.440141 1.00000e-08 0.428264 0.205801 1.29225 1.32152
## 1435: 145.98953: -0.0877747 0.00500733 0.440081 1.00000e-08 0.428088 0.205611 1.29171 1.32042
## 1436: 145.96571: -0.0877434 0.00619509 0.440119 7.32797e-06 0.428198 0.205754 1.29119 1.31932
## 1437: 145.94268: -0.0877131 0.00495457 0.440056 1.00000e-08 0.428013 0.205552 1.29068 1.31829
## 1438: 145.91857: -0.0876829 0.00620209 0.440109 4.95315e-06 0.428132 0.205700 1.29019 1.31725
## 1439: 145.89466: -0.0876518 0.00498919 0.440047 1.00000e-08 0.427949 0.205500 1.28967 1.31619
## 1440: 145.87090: -0.0876216 0.00622547 0.440089 1.26359e-05 0.428064 0.205648 1.28917 1.31514
## 1441: 145.84938: -0.0875921 0.00494884 0.440026 1.00000e-08 0.427874 0.205439 1.28867 1.31415
## 1442: 145.82430: -0.0875578 0.00620658 0.440085 1.00000e-08 0.427994 0.205589 1.28819 1.31313
## 1443: 145.79827: -0.0875246 0.00507304 0.440027 1.00000e-08 0.427817 0.205397 1.28764 1.31202
## 1444: 145.77400: -0.0874926 0.00624292 0.440067 7.87893e-06 0.427921 0.205532 1.28710 1.31091
## 1445: 145.75085: -0.0874616 0.00501481 0.440006 1.00000e-08 0.427734 0.205327 1.28658 1.30988
## 1446: 145.72682: -0.0874316 0.00626527 0.440050 1.52793e-05 0.427848 0.205474 1.28607 1.30884
## 1447: 145.70575: -0.0874021 0.00498348 0.439988 1.00000e-08 0.427656 0.205261 1.28557 1.30787
## 1448: 145.68063: -0.0873720 0.00625376 0.440053 1.46667e-06 0.427777 0.205406 1.28508 1.30685
## 1449: 145.65491: -0.0873388 0.00511022 0.439997 1.00000e-08 0.427596 0.205209 1.28452 1.30575
## 1450: 145.63038: -0.0873067 0.00628534 0.440038 9.86744e-06 0.427699 0.205343 1.28398 1.30465
## 1451: 145.60758: -0.0872757 0.00505295 0.439979 1.00000e-08 0.427510 0.205134 1.28345 1.30363
## 1452: 145.58322: -0.0872455 0.00630683 0.440025 1.70758e-05 0.427623 0.205278 1.28294 1.30260
## 1453: 145.56230: -0.0872158 0.00502740 0.439964 1.00000e-08 0.427429 0.205064 1.28243 1.30163
## 1454: 145.53744: -0.0871863 0.00631118 0.440018 1.47895e-05 0.427547 0.205211 1.28193 1.30063
## 1455: 145.51592: -0.0871558 0.00505485 0.439959 1.00000e-08 0.427356 0.204999 1.28141 1.29963
## 1456: 145.49129: -0.0871263 0.00633400 0.440006 2.03914e-05 0.427471 0.205146 1.28090 1.29863
## 1457: 145.47090: -0.0870968 0.00504783 0.439946 1.00000e-08 0.427277 0.204930 1.28040 1.29767
## 1458: 145.44589: -0.0870674 0.00634165 0.439999 1.90932e-05 0.427395 0.205078 1.27990 1.29669
## 1459: 145.42518: -0.0870374 0.00506957 0.439940 1.00000e-08 0.427202 0.204863 1.27938 1.29571
## 1460: 145.40024: -0.0870081 0.00636106 0.439989 2.26415e-05 0.427318 0.205011 1.27887 1.29473
## 1461: 145.38008: -0.0869785 0.00507535 0.439930 1.00000e-08 0.427124 0.204794 1.27836 1.29377
## 1462: 145.35497: -0.0869494 0.00637428 0.439980 2.39007e-05 0.427241 0.204943 1.27785 1.29279
## 1463: 145.33491: -0.0869198 0.00508928 0.439922 1.00000e-08 0.427047 0.204726 1.27734 1.29184
## 1464: 145.30967: -0.0868906 0.00638848 0.439972 2.45497e-05 0.427164 0.204874 1.27683 1.29086
## 1465: 145.28959: -0.0868608 0.00510590 0.439915 1.00000e-08 0.426969 0.204657 1.27631 1.28991
## 1466: 145.26422: -0.0868315 0.00640309 0.439965 2.50139e-05 0.427086 0.204804 1.27580 1.28893
## 1467: 145.24409: -0.0868017 0.00512346 0.439908 1.00000e-08 0.426892 0.204587 1.27528 1.28798
## 1468: 145.21859: -0.0867723 0.00641790 0.439960 2.54289e-05 0.427008 0.204734 1.27476 1.28700
## 1469: 145.19839: -0.0867423 0.00514144 0.439903 1.00000e-08 0.426814 0.204517 1.27423 1.28605
## 1470: 145.17276: -0.0867127 0.00643285 0.439955 2.58379e-05 0.426930 0.204663 1.27371 1.28507
## 1471: 145.15249: -0.0866827 0.00515968 0.439899 1.00000e-08 0.426736 0.204446 1.27318 1.28411
## 1472: 145.12673: -0.0866530 0.00644791 0.439951 2.62588e-05 0.426851 0.204591 1.27265 1.28314
## 1473: 145.10639: -0.0866228 0.00517813 0.439896 1.00000e-08 0.426657 0.204375 1.27211 1.28218
## 1474: 145.08050: -0.0865929 0.00646310 0.439948 2.67052e-05 0.426772 0.204519 1.27158 1.28120
## 1475: 145.06007: -0.0865626 0.00519674 0.439894 1.00000e-08 0.426578 0.204302 1.27104 1.28024
## 1476: 145.03405: -0.0865326 0.00647842 0.439947 2.71963e-05 0.426692 0.204446 1.27051 1.27926
## 1477: 145.01355: -0.0865022 0.00521546 0.439893 1.00000e-08 0.426499 0.204229 1.26996 1.27830
## 1478: 144.98741: -0.0864720 0.00649389 0.439947 2.77670e-05 0.426613 0.204372 1.26942 1.27732
## 1479: 144.96685: -0.0864415 0.00523418 0.439894 1.00000e-08 0.426420 0.204156 1.26887 1.27636
## 1480: 144.94058: -0.0864112 0.00650957 0.439949 2.85048e-05 0.426533 0.204298 1.26833 1.27537
## 1481: 144.91999: -0.0863806 0.00525266 0.439897 1.00000e-08 0.426340 0.204082 1.26778 1.27441
## 1482: 144.89365: -0.0863502 0.00652586 0.439953 2.98549e-05 0.426454 0.204224 1.26723 1.27343
## 1483: 144.87344: -0.0863195 0.00526959 0.439903 1.00000e-08 0.426263 0.204008 1.26668 1.27247
## 1484: 144.84741: -0.0862890 0.00654854 0.439968 3.77805e-05 0.426383 0.204155 1.26615 1.27148
## 1485: 144.82754: -0.0862586 0.00528575 0.439926 1.00000e-08 0.426195 0.203942 1.26563 1.27054
## 1486: 144.80147: -0.0862281 0.00656252 0.439993 3.89301e-05 0.426315 0.204088 1.26510 1.26955
## 1487: 144.78145: -0.0861975 0.00530520 0.439952 1.00000e-08 0.426128 0.203875 1.26457 1.26860
## 1488: 144.75531: -0.0861667 0.00657648 0.440020 3.93925e-05 0.426246 0.204019 1.26404 1.26761
## 1489: 144.73513: -0.0861360 0.00532424 0.439981 1.00000e-08 0.426059 0.203806 1.26350 1.26665
## 1490: 144.70891: -0.0861049 0.00659045 0.440049 3.97218e-05 0.426177 0.203948 1.26296 1.26566
## 1491: 144.68856: -0.0860740 0.00534356 0.440010 1.00000e-08 0.425990 0.203735 1.26243 1.26470
## 1492: 144.66224: -0.0860428 0.00660466 0.440079 3.99805e-05 0.426106 0.203876 1.26188 1.26370
## 1493: 144.64171: -0.0860117 0.00536334 0.440041 1.00000e-08 0.425919 0.203662 1.26134 1.26275
## 1494: 144.61530: -0.0859803 0.00661924 0.440111 4.02081e-05 0.426034 0.203801 1.26079 1.26174
## 1495: 144.59458: -0.0859490 0.00538370 0.440074 1.00000e-08 0.425847 0.203587 1.26025 1.26078
## 1496: 144.56806: -0.0859174 0.00663426 0.440143 4.04285e-05 0.425961 0.203725 1.25969 1.25978
## 1497: 144.54715: -0.0858859 0.00540474 0.440107 1.00000e-08 0.425774 0.203511 1.25914 1.25881
## 1498: 144.52053: -0.0858541 0.00664983 0.440177 4.06611e-05 0.425887 0.203647 1.25858 1.25780
## 1499: 144.49942: -0.0858225 0.00542655 0.440142 1.00000e-08 0.425700 0.203433 1.25802 1.25684
## 1500: 144.47269: -0.0857905 0.00666608 0.440213 4.09278e-05 0.425811 0.203568 1.25746 1.25583
## 1500: 144.47269: -0.0857905 0.00666608 0.440213 4.09278e-05 0.425811 0.203568 1.25746 1.25583
##
## Final Estimate of the Negative LLH:
## LLH: 101.2086 norm LLH: 0.7387491
## mu omega alpha1 alpha2 beta1
## -6.255911e-02 3.544649e-03 4.402126e-01 4.092785e-05 4.258113e-01
## beta2 skew shape
## 2.035676e-01 1.257460e+00 1.255826e+00
##
## R-optimhess Difference Approximated Hessian Matrix:
## mu omega alpha1 alpha2 beta1
## mu -1091.89917 2690.3053 12.4457075 22.42793 -63.48474
## omega 2690.30527 -86467.7761 -1923.6498511 -2295.63206 -5640.30455
## alpha1 12.44571 -1923.6499 -191.3942837 -212.19979 -335.99228
## alpha2 22.42793 -2295.6321 -212.1997907 -275.61721 -407.76905
## beta1 -63.48474 -5640.3045 -335.9922787 -407.76905 -829.51419
## beta2 -105.68463 -6555.8059 -365.5439771 -425.44320 -960.91344
## skew 75.95710 -295.2481 -0.9577601 -11.31591 -12.75923
## shape -164.69884 205.2711 10.4151967 19.25054 43.11941
## beta2 skew shape
## mu -105.68463 75.9571012 -164.69884
## omega -6555.80593 -295.2480780 205.27113
## alpha1 -365.54398 -0.9577601 10.41520
## alpha2 -425.44320 -11.3159124 19.25054
## beta1 -960.91344 -12.7592303 43.11941
## beta2 -1141.71658 -12.0921519 50.52520
## skew -12.09215 -4.9090255 36.35177
## shape 50.52520 36.3517690 -28.96475
## attr(,"time")
## Time difference of 0.05104303 secs
##
## --- END OF TRACE ---
## Warning in sqrt(diag(fit$cvar)): NaNs produced
##
## Time to Estimate Parameters:
## Time difference of 2.474038 secs
##
## Title:
## GARCH Modelling
##
## Call:
## garchFit(formula = ~garch(2, 2), data = d2, cond.dist = "snorm")
##
## Mean and Variance Equation:
## data ~ garch(2, 2)
## <environment: 0x000002bf89c5e5e8>
## [data = d2]
##
## Conditional Distribution:
## snorm
##
## Coefficient(s):
## mu omega alpha1 alpha2 beta1 beta2
## -0.02843931 0.00381710 0.45138037 0.00000001 0.51397116 0.16256324
## skew
## 1.46749278
##
## Std. Errors:
## based on Hessian
##
## Error Analysis:
## Estimate Std. Error t value Pr(>|t|)
## mu -2.844e-02 8.000e-02 -0.355 0.722
## omega 3.817e-03 1.861e-02 0.205 0.837
## alpha1 4.514e-01 3.713e-01 1.216 0.224
## alpha2 1.000e-08 1.344e+00 0.000 1.000
## beta1 5.140e-01 2.365e+00 0.217 0.828
## beta2 1.626e-01 1.620e+00 0.100 0.920
## skew 1.467e+00 2.288e-01 6.415 1.41e-10 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Log Likelihood:
## -116.6868 normalized: -0.8517283
##
## Description:
## Sun May 18 15:14:27 2025 by user: USER
summary(FA2)
##
## Title:
## GARCH Modelling
##
## Call:
## garchFit(formula = ~garch(2, 2), data = d2, cond.dist = "sged")
##
## Mean and Variance Equation:
## data ~ garch(2, 2)
## <environment: 0x000002bf8e0950e0>
## [data = d2]
##
## Conditional Distribution:
## sged
##
## Coefficient(s):
## mu omega alpha1 alpha2 beta1 beta2
## -6.2559e-02 3.5446e-03 4.4021e-01 4.0928e-05 4.2581e-01 2.0357e-01
## skew shape
## 1.2575e+00 1.2558e+00
##
## Std. Errors:
## based on Hessian
##
## Error Analysis:
## Estimate Std. Error t value Pr(>|t|)
## mu -6.256e-02 5.886e-02 -1.063 0.2878
## omega 3.545e-03 4.601e-03 0.770 0.4410
## alpha1 4.402e-01 2.126e-01 2.071 0.0384 *
## alpha2 4.093e-05 NaN NaN NaN
## beta1 4.258e-01 NaN NaN NaN
## beta2 2.036e-01 NaN NaN NaN
## skew 1.257e+00 1.735e-01 7.248 4.22e-13 ***
## shape 1.256e+00 7.921e-02 15.855 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Log Likelihood:
## -101.2086 normalized: -0.7387491
##
## Description:
## Sun May 18 15:14:30 2025 by user: USER
##
##
## Standardised Residuals Tests:
## Statistic p-Value
## Jarque-Bera Test R Chi^2 649.011921 0.000000e+00
## Shapiro-Wilk Test R W 0.825655 1.840155e-11
## Ljung-Box Test R Q(10) 24.628287 6.096422e-03
## Ljung-Box Test R Q(15) 28.754893 1.729396e-02
## Ljung-Box Test R Q(20) 31.592746 4.783585e-02
## Ljung-Box Test R^2 Q(10) 2.108065 9.954428e-01
## Ljung-Box Test R^2 Q(15) 9.169482 8.684903e-01
## Ljung-Box Test R^2 Q(20) 9.973998 9.686410e-01
## LM Arch Test R TR^2 6.887864 8.649341e-01
##
## Information Criterion Statistics:
## AIC BIC SIC HQIC
## 1.594286 1.764796 1.587955 1.663577
FA3 = garchFit(formula = ~garch(2,2), data = d2, cond.dist = "std"); FA1
##
## Series Initialization:
## ARMA Model: arma
## Formula Mean: ~ arma(0, 0)
## GARCH Model: garch
## Formula Variance: ~ garch(2, 2)
## ARMA Order: 0 0
## Max ARMA Order: 0
## GARCH Order: 2 2
## Max GARCH Order: 2
## Maximum Order: 2
## Conditional Dist: std
## h.start: 3
## llh.start: 1
## Length of Series: 137
## Recursion Init: mci
## Series Scale: 0.7292081
##
## Parameter Initialization:
## Initial Parameters: $params
## Limits of Transformations: $U, $V
## Which Parameters are Fixed? $includes
## Parameter Matrix:
## U V params includes
## mu -0.87586262 0.8758626 -0.08758626 TRUE
## omega 0.00000100 100.0000000 0.10000000 TRUE
## alpha1 0.00000001 1.0000000 0.05000000 TRUE
## alpha2 0.00000001 1.0000000 0.05000000 TRUE
## gamma1 -0.99999999 1.0000000 0.10000000 FALSE
## gamma2 -0.99999999 1.0000000 0.10000000 FALSE
## beta1 0.00000001 1.0000000 0.40000000 TRUE
## beta2 0.00000001 1.0000000 0.40000000 TRUE
## delta 0.00000000 2.0000000 2.00000000 FALSE
## skew 0.10000000 10.0000000 1.00000000 FALSE
## shape 1.00000000 10.0000000 4.00000000 TRUE
## Index List of Parameters to be Optimized:
## mu omega alpha1 alpha2 beta1 beta2 shape
## 1 2 3 4 7 8 11
## Persistence: 0.9
##
##
## --- START OF TRACE ---
## Selected Algorithm: nlminb
##
## R coded nlminb Solver:
##
## 0: 159.55613: -0.0875863 0.100000 0.0500000 0.0500000 0.400000 0.400000 4.00000
## 1: 154.18620: -0.0875310 0.0330655 0.0511421 0.0450630 0.349962 0.348079 3.99770
## 2: 143.32758: -0.0873990 0.0196148 0.126223 0.106985 0.345209 0.342440 3.99618
## 3: 142.77305: -0.0873794 0.0121843 0.128691 0.108147 0.344683 0.341758 3.99599
## 4: 142.50799: -0.0873484 0.00701861 0.133901 0.110963 0.345607 0.342569 3.99571
## 5: 142.40069: -0.0873105 0.0119644 0.139290 0.113123 0.347193 0.344136 3.99531
## 6: 142.14252: -0.0872320 0.00736808 0.144796 0.112397 0.345220 0.341717 3.99433
## 7: 142.05001: -0.0871933 0.0104379 0.151082 0.115457 0.346802 0.343235 3.99392
## 8: 141.85309: -0.0871106 0.00642149 0.156362 0.114400 0.344222 0.340136 3.99282
## 9: 141.73842: -0.0870212 0.00943364 0.162806 0.114044 0.342202 0.337647 3.99162
## 10: 141.61220: -0.0869085 0.00739222 0.168892 0.112594 0.339610 0.334542 3.99015
## 11: 141.50907: -0.0867701 0.0100106 0.175697 0.111393 0.338444 0.333087 3.98845
## 12: 141.39575: -0.0865965 0.00774516 0.181648 0.108911 0.336549 0.330886 3.98635
## 13: 141.30371: -0.0864032 0.0101691 0.188129 0.107029 0.335681 0.329834 3.98404
## 14: 141.20533: -0.0861762 0.00803205 0.193770 0.104252 0.334194 0.328089 3.98132
## 15: 141.12283: -0.0859315 0.0102804 0.199812 0.102171 0.333563 0.327250 3.97837
## 16: 141.03604: -0.0856558 0.00828449 0.205012 0.0994917 0.332330 0.325679 3.97500
## 17: 140.96154: -0.0853665 0.0104005 0.210541 0.0975681 0.331845 0.324863 3.97140
## 18: 140.88403: -0.0850509 0.00852914 0.215227 0.0952151 0.330811 0.323352 3.96738
## 19: 140.81632: -0.0847279 0.0105291 0.220216 0.0936057 0.330475 0.322550 3.96318
## 20: 140.74635: -0.0843862 0.00875905 0.224387 0.0916528 0.329601 0.321072 3.95860
## 21: 140.68434: -0.0840449 0.0106667 0.228889 0.0903924 0.329351 0.320252 3.95390
## 22: 140.62049: -0.0836919 0.00898583 0.232621 0.0887971 0.328569 0.318802 3.94888
## 23: 140.56320: -0.0833445 0.0108118 0.236731 0.0878038 0.328376 0.318014 3.94379
## 24: 140.50428: -0.0829904 0.00920188 0.240119 0.0864579 0.327652 0.316630 3.93843
## 25: 140.45084: -0.0826452 0.0109609 0.243931 0.0856509 0.327469 0.315882 3.93303
## 26: 140.39591: -0.0822966 0.00941349 0.247056 0.0844741 0.326764 0.314575 3.92739
## 27: 140.34565: -0.0819581 0.0111109 0.250640 0.0837862 0.326583 0.313902 3.92174
## 28: 140.29400: -0.0816182 0.00961533 0.253557 0.0827223 0.325883 0.312686 3.91586
## 29: 140.24638: -0.0812893 0.0112618 0.256965 0.0821263 0.325679 0.312077 3.91001
## 30: 140.19745: -0.0809603 0.00981266 0.259714 0.0811484 0.324967 0.310948 3.90393
## 31: 140.15208: -0.0806421 0.0114110 0.262979 0.0806195 0.324746 0.310420 3.89789
## 32: 140.10544: -0.0803249 0.0100018 0.265585 0.0797085 0.324016 0.309377 3.89163
## 33: 140.06199: -0.0800186 0.0115603 0.268737 0.0792430 0.323761 0.308912 3.88544
## 34: 140.01731: -0.0797137 0.0101872 0.271221 0.0783890 0.323007 0.307948 3.87903
## 35: 139.97553: -0.0794192 0.0117073 0.274280 0.0779745 0.322726 0.307558 3.87269
## 36: 139.93253: -0.0791266 0.0103662 0.276657 0.0771688 0.321945 0.306669 3.86615
## 37: 139.89220: -0.0788441 0.0118544 0.279644 0.0768068 0.321626 0.306336 3.85970
## 38: 139.85066: -0.0785636 0.0105422 0.281928 0.0760434 0.320814 0.305518 3.85304
## 39: 139.81162: -0.0782925 0.0119994 0.284857 0.0757254 0.320467 0.305252 3.84649
## 40: 139.77134: -0.0780239 0.0107134 0.287057 0.0749992 0.319620 0.304498 3.83972
## 41: 139.73343: -0.0777640 0.0121452 0.289945 0.0747284 0.319235 0.304283 3.83309
## 42: 139.69426: -0.0775066 0.0108825 0.292070 0.0740344 0.318353 0.303591 3.82623
## 43: 139.65736: -0.0772572 0.0122897 0.294930 0.0738046 0.317938 0.303436 3.81953
## 44: 139.61915: -0.0770105 0.0110481 0.296987 0.0731393 0.317018 0.302799 3.81259
## 45: 139.58315: -0.0767711 0.0124357 0.299834 0.0729542 0.316564 0.302689 3.80583
## 46: 139.54577: -0.0765345 0.0112126 0.301830 0.0723136 0.315605 0.302104 3.79883
## 47: 139.51057: -0.0763043 0.0125817 0.304678 0.0721691 0.315121 0.302047 3.79202
## 48: 139.05105: -0.0707279 0.0171602 0.334075 0.0502569 0.292052 0.292276 3.61321
## 49: 138.32005: -0.0648934 0.0108389 0.372285 0.0391619 0.306162 0.322569 3.43758
## 50: 137.95552: -0.0599180 0.00862704 0.382400 0.0336813 0.303249 0.321234 3.25144
## 51: 137.39069: -0.0579008 0.0141480 0.378217 0.0842892 0.313083 0.294209 3.06690
## 52: 136.94206: -0.0580990 0.0210593 0.433555 1.00000e-08 0.331551 0.331270 2.68061
## 53: 136.81909: -0.0607595 0.0126687 0.448937 0.00619155 0.357794 0.307383 2.61422
## 54: 136.55302: -0.0652452 0.0226852 0.474380 1.00000e-08 0.402333 0.272831 2.60344
## 55: 135.87082: -0.0633238 0.0224191 0.573464 1.00000e-08 0.571714 0.0988273 2.49435
## 56: 135.85986: -0.0576135 0.0138345 0.596511 1.00000e-08 0.593866 0.102929 2.54640
## 57: 135.64638: -0.0519137 0.0151939 0.609621 1.00000e-08 0.604924 0.100127 2.46638
## 58: 135.55608: -0.0524706 0.0156851 0.618982 1.00000e-08 0.604491 0.0956742 2.42635
## 59: 135.45882: -0.0532876 0.0163721 0.647064 1.00000e-08 0.615851 0.109401 2.32439
## 60: 135.14848: -0.0632912 0.0187074 0.780808 1.00000e-08 0.528699 0.160438 2.32565
## 61: 134.89905: -0.0536725 0.0254937 0.952635 1.00000e-08 0.513872 0.148714 2.27412
## 62: 134.85454: -0.0490945 0.0308335 0.978656 0.0208901 0.484595 0.169654 2.29566
## 63: 134.77478: -0.0538309 0.0319182 1.00000 0.00632457 0.477539 0.183220 2.27264
## 64: 134.75508: -0.0546743 0.0304222 1.00000 0.00223544 0.498572 0.173928 2.25542
## 65: 134.74173: -0.0553917 0.0284901 1.00000 1.00000e-08 0.522758 0.162497 2.24385
## 66: 134.72760: -0.0554859 0.0256731 1.00000 1.00000e-08 0.590356 0.120901 2.22078
## 67: 134.72134: -0.0552437 0.0258763 1.00000 1.00000e-08 0.638481 0.0869263 2.20703
## 68: 134.71779: -0.0544008 0.0267385 1.00000 1.00000e-08 0.683820 0.0499615 2.20052
## 69: 134.71758: -0.0542533 0.0272881 1.00000 1.00000e-08 0.684820 0.0503588 2.19775
## 70: 134.71754: -0.0542335 0.0271854 1.00000 1.00000e-08 0.682576 0.0518013 2.19904
## 71: 134.71754: -0.0541879 0.0271597 1.00000 1.00000e-08 0.682848 0.0515152 2.19901
## 72: 134.71754: -0.0541914 0.0271728 1.00000 1.00000e-08 0.682864 0.0515464 2.19896
## 73: 134.71754: -0.0541903 0.0271730 1.00000 1.00000e-08 0.682865 0.0515462 2.19896
##
## Final Estimate of the Negative LLH:
## LLH: 91.45347 norm LLH: 0.6675436
## mu omega alpha1 alpha2 beta1 beta2
## -0.03951600 0.01444908 0.99999999 0.00000001 0.68286484 0.05154621
## shape
## 2.19896052
##
## R-optimhess Difference Approximated Hessian Matrix:
## mu omega alpha1 alpha2 beta1 beta2
## mu -2156.783683 506.0346 2.053416 8.878489 38.24266 29.90042
## omega 506.034646 -6584.4277 -160.730314 -168.179245 -1385.42765 -1522.73680
## alpha1 2.053416 -160.7303 -23.778374 -23.336531 -119.27230 -127.35056
## alpha2 8.878489 -168.1792 -23.336531 -25.554486 -128.91471 -136.72811
## beta1 38.242662 -1385.4277 -119.272304 -128.914711 -803.20466 -891.20332
## beta2 29.900425 -1522.7368 -127.350565 -136.728115 -891.20332 -999.21214
## shape 19.295621 -1081.9245 -104.862470 -111.799479 -611.20238 -656.91318
## shape
## mu 19.29562
## omega -1081.92451
## alpha1 -104.86247
## alpha2 -111.79948
## beta1 -611.20238
## beta2 -656.91318
## shape -530.60519
## attr(,"time")
## Time difference of 0.01772213 secs
##
## --- END OF TRACE ---
##
##
## Time to Estimate Parameters:
## Time difference of 0.08852816 secs
##
## Title:
## GARCH Modelling
##
## Call:
## garchFit(formula = ~garch(2, 2), data = d2, cond.dist = "snorm")
##
## Mean and Variance Equation:
## data ~ garch(2, 2)
## <environment: 0x000002bf89c5e5e8>
## [data = d2]
##
## Conditional Distribution:
## snorm
##
## Coefficient(s):
## mu omega alpha1 alpha2 beta1 beta2
## -0.02843931 0.00381710 0.45138037 0.00000001 0.51397116 0.16256324
## skew
## 1.46749278
##
## Std. Errors:
## based on Hessian
##
## Error Analysis:
## Estimate Std. Error t value Pr(>|t|)
## mu -2.844e-02 8.000e-02 -0.355 0.722
## omega 3.817e-03 1.861e-02 0.205 0.837
## alpha1 4.514e-01 3.713e-01 1.216 0.224
## alpha2 1.000e-08 1.344e+00 0.000 1.000
## beta1 5.140e-01 2.365e+00 0.217 0.828
## beta2 1.626e-01 1.620e+00 0.100 0.920
## skew 1.467e+00 2.288e-01 6.415 1.41e-10 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Log Likelihood:
## -116.6868 normalized: -0.8517283
##
## Description:
## Sun May 18 15:14:27 2025 by user: USER
summary(FA3)
##
## Title:
## GARCH Modelling
##
## Call:
## garchFit(formula = ~garch(2, 2), data = d2, cond.dist = "std")
##
## Mean and Variance Equation:
## data ~ garch(2, 2)
## <environment: 0x000002bf8a241460>
## [data = d2]
##
## Conditional Distribution:
## std
##
## Coefficient(s):
## mu omega alpha1 alpha2 beta1 beta2
## -0.03951600 0.01444908 0.99999999 0.00000001 0.68286484 0.05154621
## shape
## 2.19896052
##
## Std. Errors:
## based on Hessian
##
## Error Analysis:
## Estimate Std. Error t value Pr(>|t|)
## mu -3.952e-02 2.380e-02 -1.660 0.0969 .
## omega 1.445e-02 1.011e-01 0.143 0.8864
## alpha1 1.000e+00 9.842e-01 1.016 0.3096
## alpha2 1.000e-08 7.151e+00 0.000 1.0000
## beta1 6.829e-01 5.461e+00 0.125 0.9005
## beta2 5.155e-02 3.909e+00 0.013 0.9895
## shape 2.199e+00 2.754e-01 7.985 1.33e-15 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Log Likelihood:
## -91.45347 normalized: -0.6675436
##
## Description:
## Sun May 18 15:14:30 2025 by user: USER
##
##
## Standardised Residuals Tests:
## Statistic p-Value
## Jarque-Bera Test R Chi^2 543.7490059 0.000000e+00
## Shapiro-Wilk Test R W 0.8294464 2.570387e-11
## Ljung-Box Test R Q(10) 28.8403458 1.322384e-03
## Ljung-Box Test R Q(15) 32.6464431 5.251703e-03
## Ljung-Box Test R Q(20) 34.6369912 2.212508e-02
## Ljung-Box Test R^2 Q(10) 3.8384976 9.543386e-01
## Ljung-Box Test R^2 Q(15) 8.3527318 9.088640e-01
## Ljung-Box Test R^2 Q(20) 9.3375667 9.786573e-01
## LM Arch Test R TR^2 6.0069110 9.157333e-01
##
## Information Criterion Statistics:
## AIC BIC SIC HQIC
## 1.437277 1.586473 1.432386 1.497907
return_stats = table.Stats(d2)
## Warning in log(1 + x): NaNs produced
skewness = PerformanceAnalytics::skewness(d2)
kurtosis = PerformanceAnalytics::kurtosis(d2)
View(return_stats)
# Forecast using best model
spec = ugarchspec(variance.model = list(model = "gjrGARCH", garchOrder = c(2,2)),
mean.model = list(armaOrder = c(0,0), include.mean = FALSE),
distribution.model = "std"); spec
##
## *---------------------------------*
## * GARCH Model Spec *
## *---------------------------------*
##
## Conditional Variance Dynamics
## ------------------------------------
## GARCH Model : gjrGARCH(2,2)
## Variance Targeting : FALSE
##
## Conditional Mean Dynamics
## ------------------------------------
## Mean Model : ARFIMA(0,0,0)
## Include Mean : FALSE
## GARCH-in-Mean : FALSE
##
## Conditional Distribution
## ------------------------------------
## Distribution : std
## Includes Skew : FALSE
## Includes Shape : TRUE
## Includes Lambda : FALSE
fit = ugarchfit(spec = spec, data = d2)
forecast = ugarchforecast(fit, n.ahead = 120, conf.int = 0.99)
plot(forecast, which = 1)
