R version 2.12.0 (2010-10-15) Copyright (C) 2010 The R Foundation for Statistical Computing ISBN 3-900051-07-0 Platform: i486-pc-linux-gnu (32-bit) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. 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,2700 + ,0 + ,17 + ,0 + ,38 + ,3324 + ,0 + ,17 + ,0 + ,41 + ,3660 + ,0 + ,17 + ,0 + ,40 + ,3125 + ,1 + ,17 + ,0 + ,40 + ,3466 + ,0 + ,17 + ,0 + ,37 + ,3197 + ,0 + ,17 + ,0 + ,39 + ,3296 + ,1 + ,17 + ,0 + ,38 + ,3415 + ,1 + ,17 + ,0 + ,40 + ,3320 + ,1 + ,17 + ,0 + ,40 + ,3315 + ,0 + ,17 + ,0 + ,40 + ,3068 + ,0 + ,17 + ,0 + ,40 + ,4318 + ,0 + ,17 + ,0 + ,40 + ,4034 + ,0 + ,17 + ,0 + ,40 + ,3608 + ,0 + ,17 + ,0 + ,40 + ,3352) + ,dim=c(5 + ,1115) + ,dimnames=list(c('black' + ,'edu' + ,'smoke' + ,'gestate' + ,'grams') + ,1:1115)) > y <- array(NA,dim=c(5,1115),dimnames=list(c('black','edu','smoke','gestate','grams'),1:1115)) > for (i in 1:dim(x)[1]) + { + for (j in 1:dim(x)[2]) + { + y[i,j] <- as.numeric(x[i,j]) + } + } > par3 = 'No Linear Trend' > par2 = 'Do not include Seasonal Dummies' > par1 = '5' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Prof. Dr. P. Wessa > #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > library(lattice) > library(lmtest) Loading required package: zoo > n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test > par1 <- as.numeric(par1) > x <- t(y) > k <- length(x[1,]) > n <- length(x[,1]) > x1 <- cbind(x[,par1], x[,1:k!=par1]) > mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1]) > colnames(x1) <- mycolnames #colnames(x)[par1] > x <- x1 > if (par3 == 'First Differences'){ + x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep=''))) + for (i in 1:n-1) { + for (j in 1:k) { + x2[i,j] <- x[i+1,j] - x[i,j] + } + } + x <- x2 + } > if (par2 == 'Include Monthly Dummies'){ + x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep =''))) + for (i in 1:11){ + x2[seq(i,n,12),i] <- 1 + } + x <- cbind(x, x2) + } > if (par2 == 'Include Quarterly Dummies'){ + x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep =''))) + for (i in 1:3){ + x2[seq(i,n,4),i] <- 1 + } + x <- cbind(x, x2) + } > k <- length(x[1,]) > if (par3 == 'Linear Trend'){ + x <- cbind(x, c(1:n)) + colnames(x)[k+1] <- 't' + } > x grams black edu smoke gestate 1 2898 0 0 1 40 2 994 1 0 1 26 3 3977 0 2 0 38 4 3040 0 2 1 37 5 3523 0 2 0 38 6 3100 0 5 1 40 7 3670 1 6 0 40 8 3097 1 7 0 41 9 3040 1 7 1 39 10 3239 1 7 1 39 11 2955 0 8 0 38 12 2200 0 8 0 38 13 3182 1 8 0 40 14 3510 0 8 0 40 15 3381 1 8 1 39 16 3530 1 8 0 40 17 2985 1 8 1 38 18 3374 1 8 0 39 19 3765 0 8 0 42 20 2715 1 8 0 39 21 3640 1 8 0 39 22 3040 1 8 0 42 23 3670 1 8 0 39 24 2775 1 9 1 38 25 2680 1 9 0 38 26 2699 1 9 0 37 27 2557 1 9 1 38 28 3835 1 9 0 40 29 3381 0 9 1 41 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0 12 0 41 720 3864 0 12 0 39 721 3636 0 12 1 42 722 3154 1 12 1 35 723 3352 0 12 0 39 724 2443 1 12 0 38 725 2220 1 12 1 34 726 3240 1 12 0 39 727 3087 1 12 0 41 728 2955 1 12 1 37 729 2931 1 12 0 39 730 3350 1 12 0 38 731 3324 0 12 1 41 732 3438 0 12 0 42 733 3438 1 12 0 42 734 3430 1 12 0 39 735 3750 0 12 0 39 736 3520 1 12 0 40 737 3480 1 12 1 40 738 2955 0 12 1 40 739 3722 0 12 0 43 740 2898 0 12 0 41 741 3665 0 12 0 38 742 3324 1 12 0 41 743 2841 1 12 0 40 744 2690 1 12 1 41 745 3780 1 12 1 40 746 1165 0 12 0 28 747 3381 1 12 0 40 748 1900 0 12 1 40 749 2205 1 12 0 38 750 2790 1 12 0 43 751 3380 1 12 0 38 752 3060 1 12 0 38 753 3068 0 12 0 40 754 3280 1 12 0 39 755 2443 1 12 1 39 756 3750 0 12 0 38 757 3125 0 12 0 39 758 3799 1 12 0 37 759 3665 1 12 0 39 760 3409 0 12 0 39 761 3011 0 12 0 40 762 3930 1 12 0 41 763 3267 0 12 0 42 764 3693 0 12 1 39 765 3438 1 12 0 40 766 2557 0 12 0 37 767 2637 1 12 0 37 768 4034 1 12 0 42 769 3381 0 12 0 38 770 2960 1 12 1 36 771 3210 0 12 0 38 772 3572 1 12 0 39 773 3007 1 12 1 39 774 3977 0 12 0 42 775 3693 0 12 1 41 776 3011 1 12 0 40 777 2955 0 12 0 39 778 3296 1 12 0 41 779 3605 1 12 0 40 780 3722 1 12 0 38 781 3267 1 12 1 38 782 3608 0 12 0 40 783 2983 1 12 0 39 784 2386 1 12 0 34 785 682 0 12 1 26 786 2784 0 12 0 35 787 2528 0 12 1 38 788 1446 1 12 0 30 789 3480 1 12 0 39 790 2727 1 12 0 38 791 3267 1 12 0 40 792 2955 1 12 0 38 793 3068 1 12 0 40 794 2330 0 12 0 34 795 3154 0 12 1 40 796 3779 1 12 0 37 797 3714 0 12 0 40 798 3135 1 12 0 39 799 2188 1 12 0 36 800 4040 1 12 0 38 801 1750 0 12 1 33 802 4205 0 12 0 42 803 3335 1 12 0 39 804 1051 1 12 0 27 805 2898 0 12 0 40 806 3580 0 12 0 42 807 2860 1 12 0 36 808 3355 1 12 0 41 809 2699 0 12 1 40 810 2000 1 12 1 39 811 3154 0 13 0 40 812 3494 0 13 0 38 813 3210 1 13 0 37 814 521 1 13 1 24 815 2898 1 13 0 39 816 2386 0 13 1 39 817 3154 1 13 0 38 818 3220 1 13 0 39 819 3510 1 13 0 40 820 3608 0 13 0 41 821 3225 1 13 0 38 822 3494 0 13 0 40 823 2671 1 13 0 38 824 2841 0 13 1 40 825 3466 1 13 0 41 826 3949 0 13 0 40 827 3095 1 13 1 39 828 2784 1 13 0 40 829 3523 1 13 0 37 830 4240 1 13 0 40 831 3550 1 13 0 41 832 3296 1 13 0 39 833 3170 1 13 1 40 834 3693 1 13 0 37 835 3551 1 13 0 39 836 3100 1 13 0 39 837 1095 1 13 1 27 838 3523 1 13 0 40 839 3750 0 13 0 41 840 3182 1 13 1 40 841 2617 1 13 1 38 842 1421 1 13 0 34 843 2869 1 13 1 38 844 3939 0 13 0 41 845 3494 1 13 0 40 846 3608 1 13 0 40 847 3210 1 13 0 38 848 1920 1 13 0 33 849 2898 0 13 0 38 850 2813 1 13 0 40 851 2825 1 13 0 39 852 4460 1 13 0 42 853 2975 1 13 0 39 854 2810 1 13 1 39 855 3864 0 13 0 40 856 2869 1 13 1 39 857 3977 1 13 0 40 858 3665 0 13 0 41 859 3494 1 13 0 40 860 3180 1 13 0 41 861 3040 1 13 0 40 862 4091 0 13 0 39 863 3182 1 13 0 38 864 3296 1 13 0 40 865 4091 1 13 0 40 866 3779 0 13 0 41 867 410 0 13 1 20 868 3750 1 13 0 40 869 3010 1 13 0 40 870 3324 1 13 0 40 871 2926 1 13 0 37 872 3580 1 13 0 38 873 3636 1 13 0 40 874 3324 1 13 0 40 875 3324 1 13 0 39 876 3352 1 14 0 40 877 3352 0 14 0 40 878 3125 0 14 0 37 879 3448 0 14 0 41 880 3494 0 14 0 41 881 3608 1 14 0 40 882 3779 1 14 0 40 883 3860 1 14 0 40 884 3921 0 14 0 40 885 2642 0 14 0 36 886 3285 1 14 0 40 887 3835 1 14 0 40 888 3250 1 14 0 40 889 3210 0 14 0 40 890 3892 1 14 0 40 891 4546 0 14 0 42 892 3864 0 14 0 38 893 3210 1 14 0 38 894 3420 1 14 0 41 895 3154 1 14 0 40 896 2472 1 14 0 41 897 3665 0 14 0 41 898 3580 0 14 0 38 899 3381 0 14 0 40 900 3125 0 14 0 41 901 2880 0 14 0 36 902 2600 1 14 0 38 903 3835 0 14 0 40 904 3612 1 14 1 40 905 320 1 14 0 21 906 3244 1 14 1 40 907 3296 1 14 1 40 908 3693 0 14 0 40 909 3679 0 14 0 40 910 3450 1 14 0 40 911 3977 1 14 0 39 912 3154 1 14 0 39 913 4034 1 14 0 39 914 3160 1 14 0 42 915 682 1 14 0 22 916 3045 1 14 0 38 917 3409 0 14 0 40 918 3352 1 14 0 40 919 3665 1 14 1 40 920 3020 1 14 1 40 921 2557 1 14 0 40 922 4404 0 14 0 40 923 2840 1 14 0 39 924 3500 1 14 1 40 925 4063 0 14 0 40 926 4574 0 14 0 40 927 4006 1 14 0 40 928 3636 0 14 1 40 929 3494 1 14 0 42 930 3210 1 14 0 41 931 3409 1 14 0 40 932 2585 1 14 0 37 933 2555 1 14 1 38 934 3523 0 14 0 41 935 3155 1 14 0 37 936 3381 0 14 1 40 937 2983 1 14 0 40 938 3892 0 14 1 42 939 3324 1 14 0 40 940 3296 0 14 0 40 941 2443 0 14 0 37 942 3580 0 14 1 39 943 2784 0 14 0 40 944 3835 0 14 1 39 945 3721 0 14 0 40 946 3210 0 14 0 39 947 3892 0 14 0 40 948 2841 1 14 0 39 949 3068 1 14 0 38 950 2690 1 14 0 36 951 3025 1 14 0 40 952 4063 0 14 0 39 953 3551 0 14 0 39 954 3625 1 14 0 38 955 3210 1 14 1 38 956 2955 1 14 0 38 957 3230 1 14 0 39 958 3154 1 14 0 39 959 3438 0 15 0 40 960 4404 1 15 0 40 961 3615 1 15 0 39 962 4659 0 15 0 40 963 2841 1 15 1 40 964 4006 0 15 0 40 965 2869 1 15 0 39 966 470 1 15 0 22 967 3296 0 15 0 40 968 3728 1 15 0 40 969 3068 0 15 0 39 970 2585 0 15 0 38 971 3296 1 15 0 39 972 3438 0 15 0 40 973 3068 0 15 0 41 974 3438 1 15 0 39 975 3040 1 15 0 35 976 3523 0 15 0 39 977 2926 1 15 0 41 978 2301 1 15 0 37 979 3409 0 15 0 39 980 3324 1 15 0 40 981 3580 0 15 0 38 982 3722 1 15 0 42 983 2869 1 15 0 38 984 4119 0 15 0 42 985 3540 1 15 1 40 986 3352 0 16 0 39 987 4347 1 16 1 38 988 3097 0 16 0 38 989 4091 1 16 0 39 990 3381 1 16 0 40 991 2727 0 16 0 40 992 3864 0 16 0 40 993 2869 0 16 0 42 994 3523 1 16 0 37 995 2528 0 16 0 39 996 3324 1 16 0 38 997 2983 1 16 1 39 998 4148 0 16 0 42 999 2760 1 16 0 35 1000 4480 1 16 0 41 1001 3015 0 16 0 39 1002 2898 1 16 0 40 1003 3720 1 16 0 41 1004 4176 1 16 0 38 1005 3608 0 16 0 42 1006 2756 0 16 0 36 1007 2950 1 16 1 38 1008 3210 0 16 0 42 1009 2926 0 16 0 40 1010 3154 1 16 0 40 1011 3090 0 16 0 39 1012 3324 1 16 0 39 1013 2955 0 16 0 39 1014 4432 1 16 0 41 1015 3864 0 16 0 39 1016 3068 0 16 0 37 1017 3665 1 16 0 39 1018 3352 0 16 0 41 1019 2815 1 16 0 39 1020 3630 0 16 0 40 1021 3040 0 16 0 39 1022 3011 1 16 0 38 1023 3523 0 16 0 38 1024 3494 0 16 0 39 1025 3466 0 16 1 38 1026 3921 0 16 0 41 1027 3835 0 16 0 42 1028 3381 1 16 0 41 1029 3494 0 16 0 40 1030 4100 1 16 0 38 1031 3779 0 16 0 39 1032 3864 0 16 0 40 1033 3324 0 16 0 39 1034 2479 1 16 0 37 1035 3693 0 16 0 39 1036 4148 0 16 0 40 1037 3210 0 16 0 40 1038 3458 1 16 0 41 1039 4347 0 16 0 40 1040 3296 1 16 1 38 1041 2720 1 16 0 37 1042 3636 0 16 0 41 1043 3665 0 16 0 35 1044 3551 0 16 0 39 1045 4830 1 16 0 39 1046 3864 0 16 0 41 1047 3210 1 16 0 40 1048 3807 1 16 0 40 1049 4460 0 16 0 38 1050 3608 0 16 0 40 1051 3502 1 16 0 38 1052 3239 0 16 0 39 1053 3892 0 16 0 41 1054 2995 1 16 0 37 1055 3665 0 16 0 39 1056 3381 0 16 1 40 1057 3466 0 16 1 41 1058 3892 0 16 0 40 1059 3438 0 16 0 41 1060 2955 1 16 0 40 1061 3190 0 16 0 41 1062 3060 0 16 0 39 1063 2699 1 16 0 39 1064 4375 0 16 0 40 1065 3722 0 16 0 40 1066 3580 0 16 0 38 1067 3494 1 16 0 39 1068 3835 0 16 0 41 1069 3750 1 16 0 40 1070 3152 0 16 0 39 1071 3523 1 17 0 38 1072 3636 0 17 0 40 1073 3523 0 17 0 38 1074 2727 1 17 0 39 1075 3040 0 17 0 38 1076 3182 0 17 0 38 1077 3494 1 17 0 40 1078 2813 1 17 0 39 1079 2727 0 17 0 40 1080 3875 1 17 0 39 1081 3921 0 17 0 40 1082 2642 0 17 0 39 1083 2410 0 17 0 39 1084 997 1 17 0 31 1085 3409 0 17 0 38 1086 2557 1 17 0 39 1087 3523 0 17 0 41 1088 3921 0 17 0 41 1089 3486 0 17 0 42 1090 3739 0 17 0 39 1091 3864 0 17 0 38 1092 3267 0 17 0 39 1093 3523 0 17 0 39 1094 3011 0 17 0 37 1095 1875 1 17 0 33 1096 2330 0 17 0 36 1097 3351 0 17 0 41 1098 4006 0 17 0 40 1099 2671 0 17 0 38 1100 2784 0 17 0 40 1101 2700 1 17 0 38 1102 3324 0 17 0 38 1103 3660 0 17 0 41 1104 3125 0 17 0 40 1105 3466 1 17 0 40 1106 3197 0 17 0 37 1107 3296 0 17 0 39 1108 3415 1 17 0 38 1109 3320 1 17 0 40 1110 3315 1 17 0 40 1111 3068 0 17 0 40 1112 4318 0 17 0 40 1113 4034 0 17 0 40 1114 3608 0 17 0 40 1115 3352 0 17 0 40 > k <- length(x[1,]) > df <- as.data.frame(x) > (mylm <- lm(df)) Call: lm(formula = df) Coefficients: (Intercept) black edu smoke gestate -2836.067 -169.055 9.604 -175.130 156.538 > (mysum <- summary(mylm)) Call: lm(formula = df) Residuals: Min 1Q Median 3Q Max -1465.57 -288.24 1.43 291.91 1576.48 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -2836.067 215.491 -13.161 < 2e-16 *** black -169.055 27.240 -6.206 7.66e-10 *** edu 9.604 6.456 1.488 0.137 smoke -175.130 31.619 -5.539 3.80e-08 *** gestate 156.538 5.012 31.232 < 2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 436.1 on 1110 degrees of freedom Multiple R-squared: 0.5279, Adjusted R-squared: 0.5262 F-statistic: 310.3 on 4 and 1110 DF, p-value: < 2.2e-16 > if (n > n25) { + kp3 <- k + 3 + nmkm3 <- n - k - 3 + gqarr <- array(NA, dim=c(nmkm3-kp3+1,3)) + numgqtests <- 0 + numsignificant1 <- 0 + numsignificant5 <- 0 + numsignificant10 <- 0 + for (mypoint in kp3:nmkm3) { + j <- 0 + numgqtests <- numgqtests + 1 + for (myalt in c('greater', 'two.sided', 'less')) { + j <- j + 1 + gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value + } + if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1 + if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1 + if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1 + } + gqarr + } [,1] [,2] [,3] [1,] 0.46077820 0.92155641 0.5392218 [2,] 0.49040756 0.98081511 0.5095924 [3,] 0.48359579 0.96719157 0.5164042 [4,] 0.56576655 0.86846690 0.4342334 [5,] 0.75391879 0.49216242 0.2460812 [6,] 0.67225526 0.65548948 0.3277447 [7,] 0.62616251 0.74767498 0.3738375 [8,] 0.65251115 0.69497771 0.3474889 [9,] 0.57599960 0.84800081 0.4240004 [10,] 0.50620598 0.98758803 0.4937940 [11,] 0.43057042 0.86114084 0.5694296 [12,] 0.35944024 0.71888047 0.6405598 [13,] 0.39252251 0.78504502 0.6074775 [14,] 0.39187315 0.78374630 0.6081269 [15,] 0.49548111 0.99096222 0.5045189 [16,] 0.50774361 0.98451277 0.4922564 [17,] 0.44022091 0.88044182 0.5597791 [18,] 0.40924578 0.81849157 0.5907542 [19,] 0.35065531 0.70131061 0.6493447 [20,] 0.30331841 0.60663682 0.6966816 [21,] 0.33356285 0.66712570 0.6664371 [22,] 0.29103586 0.58207171 0.7089641 [23,] 0.24470648 0.48941296 0.7552935 [24,] 0.23429374 0.46858749 0.7657063 [25,] 0.20062565 0.40125130 0.7993743 [26,] 0.16280473 0.32560945 0.8371953 [27,] 0.17268001 0.34536002 0.8273200 [28,] 0.24935135 0.49870270 0.7506486 [29,] 0.21176324 0.42352648 0.7882368 [30,] 0.17956501 0.35913003 0.8204350 [31,] 0.15148868 0.30297735 0.8485113 [32,] 0.15393389 0.30786778 0.8460661 [33,] 0.12553210 0.25106421 0.8744679 [34,] 0.17024610 0.34049220 0.8297539 [35,] 0.19964505 0.39929010 0.8003550 [36,] 0.23945183 0.47890366 0.7605482 [37,] 0.40699626 0.81399251 0.5930037 [38,] 0.42395159 0.84790317 0.5760484 [39,] 0.38421587 0.76843173 0.6157841 [40,] 0.37645578 0.75291156 0.6235442 [41,] 0.47150171 0.94300341 0.5284983 [42,] 0.61942496 0.76115008 0.3805750 [43,] 0.70919314 0.58161372 0.2908069 [44,] 0.67770116 0.64459768 0.3222988 [45,] 0.65844399 0.68311202 0.3415560 [46,] 0.68873261 0.62253478 0.3112674 [47,] 0.66922218 0.66155564 0.3307778 [48,] 0.63822019 0.72355962 0.3617798 [49,] 0.61255591 0.77488819 0.3874441 [50,] 0.57341458 0.85317084 0.4265854 [51,] 0.63531292 0.72937416 0.3646871 [52,] 0.60204411 0.79591178 0.3979559 [53,] 0.59172631 0.81654739 0.4082737 [54,] 0.55678431 0.88643139 0.4432157 [55,] 0.52534269 0.94931462 0.4746573 [56,] 0.79045437 0.41909126 0.2095456 [57,] 0.77386379 0.45227243 0.2261362 [58,] 0.77124471 0.45751058 0.2287553 [59,] 0.74355977 0.51288046 0.2564402 [60,] 0.71425046 0.57149907 0.2857495 [61,] 0.70216075 0.59567849 0.2978392 [62,] 0.67023897 0.65952205 0.3297610 [63,] 0.64314174 0.71371651 0.3568583 [64,] 0.60913698 0.78172603 0.3908630 [65,] 0.60508346 0.78983308 0.3949165 [66,] 0.58607315 0.82785370 0.4139269 [67,] 0.58980922 0.82038157 0.4101908 [68,] 0.56170854 0.87658292 0.4382915 [69,] 0.52748761 0.94502477 0.4725124 [70,] 0.49713800 0.99427601 0.5028620 [71,] 0.46720090 0.93440179 0.5327991 [72,] 0.48141036 0.96282073 0.5185896 [73,] 0.44752915 0.89505830 0.5524708 [74,] 0.42091709 0.84183418 0.5790829 [75,] 0.39940652 0.79881305 0.6005935 [76,] 0.37070344 0.74140688 0.6292966 [77,] 0.45785816 0.91571633 0.5421418 [78,] 0.44261699 0.88523399 0.5573830 [79,] 0.41323011 0.82646022 0.5867699 [80,] 0.43220819 0.86441637 0.5677918 [81,] 0.42386041 0.84772081 0.5761396 [82,] 0.42635981 0.85271962 0.5736402 [83,] 0.43369514 0.86739028 0.5663049 [84,] 0.40862399 0.81724797 0.5913760 [85,] 0.38952867 0.77905733 0.6104713 [86,] 0.36161644 0.72323288 0.6383836 [87,] 0.62065526 0.75868948 0.3793447 [88,] 0.59079024 0.81841952 0.4092098 [89,] 0.58902726 0.82194548 0.4109727 [90,] 0.56597610 0.86804779 0.4340239 [91,] 0.55843487 0.88313026 0.4415651 [92,] 0.52838161 0.94323677 0.4716184 [93,] 0.53437318 0.93125365 0.4656268 [94,] 0.55791796 0.88416409 0.4420820 [95,] 0.61875292 0.76249417 0.3812471 [96,] 0.59461115 0.81077771 0.4053889 [97,] 0.64589252 0.70821497 0.3541075 [98,] 0.65803888 0.68392223 0.3419611 [99,] 0.63245287 0.73509425 0.3675471 [100,] 0.61506014 0.76987973 0.3849399 [101,] 0.59767306 0.80465388 0.4023269 [102,] 0.58141991 0.83716017 0.4185801 [103,] 0.55422804 0.89154392 0.4457720 [104,] 0.52601129 0.94797742 0.4739887 [105,] 0.50119209 0.99761582 0.4988079 [106,] 0.47587036 0.95174072 0.5241296 [107,] 0.51682715 0.96634570 0.4831728 [108,] 0.50357899 0.99284203 0.4964210 [109,] 0.48927874 0.97855748 0.5107213 [110,] 0.47361301 0.94722602 0.5263870 [111,] 0.44574810 0.89149620 0.5542519 [112,] 0.66086645 0.67826711 0.3391336 [113,] 0.64268811 0.71462379 0.3573119 [114,] 0.62411162 0.75177677 0.3758884 [115,] 0.63477813 0.73044373 0.3652219 [116,] 0.64521882 0.70956236 0.3547812 [117,] 0.64806004 0.70387992 0.3519400 [118,] 0.64673879 0.70652242 0.3532612 [119,] 0.72054581 0.55890839 0.2794542 [120,] 0.71128145 0.57743711 0.2887186 [121,] 0.69325257 0.61349487 0.3067474 [122,] 0.69076194 0.61847612 0.3092381 [123,] 0.68504336 0.62991329 0.3149566 [124,] 0.69632943 0.60734115 0.3036706 [125,] 0.71001563 0.57996873 0.2899844 [126,] 0.72132114 0.55735773 0.2786789 [127,] 0.70038952 0.59922095 0.2996105 [128,] 0.67803920 0.64392159 0.3219608 [129,] 0.65431268 0.69137464 0.3456873 [130,] 0.63868153 0.72263693 0.3613185 [131,] 0.61680798 0.76638405 0.3831920 [132,] 0.59249490 0.81501020 0.4075051 [133,] 0.58250079 0.83499843 0.4174992 [134,] 0.55783519 0.88432961 0.4421648 [135,] 0.53653725 0.92692549 0.4634627 [136,] 0.52522190 0.94955620 0.4747781 [137,] 0.54240544 0.91518911 0.4575946 [138,] 0.51796826 0.96406347 0.4820317 [139,] 0.52576243 0.94847513 0.4742376 [140,] 0.52392343 0.95215314 0.4760766 [141,] 0.49887267 0.99774534 0.5011273 [142,] 0.47377457 0.94754914 0.5262254 [143,] 0.54428457 0.91143087 0.4557154 [144,] 0.51934005 0.96131989 0.4806599 [145,] 0.68462960 0.63074079 0.3153704 [146,] 0.66355106 0.67289789 0.3364489 [147,] 0.67176899 0.65646202 0.3282310 [148,] 0.65988551 0.68022899 0.3401145 [149,] 0.63934754 0.72130491 0.3606525 [150,] 0.62253165 0.75493669 0.3774683 [151,] 0.65480393 0.69039213 0.3451961 [152,] 0.63334986 0.73330029 0.3666501 [153,] 0.61013724 0.77972552 0.3898628 [154,] 0.61014408 0.77971184 0.3898559 [155,] 0.60588892 0.78822215 0.3941111 [156,] 0.60578021 0.78843959 0.3942198 [157,] 0.58403075 0.83193850 0.4159693 [158,] 0.56321230 0.87357541 0.4367877 [159,] 0.54910664 0.90178672 0.4508934 [160,] 0.52534684 0.94930632 0.4746532 [161,] 0.51390377 0.97219247 0.4860962 [162,] 0.51379550 0.97240901 0.4862045 [163,] 0.55300924 0.89398152 0.4469908 [164,] 0.54833911 0.90332179 0.4516609 [165,] 0.52669505 0.94660990 0.4733049 [166,] 0.56948347 0.86103305 0.4305165 [167,] 0.56384799 0.87230401 0.4361520 [168,] 0.59263506 0.81472988 0.4073649 [169,] 0.58553677 0.82892646 0.4144632 [170,] 0.56448916 0.87102167 0.4355108 [171,] 0.55414073 0.89171853 0.4458593 [172,] 0.53240911 0.93518179 0.4675909 [173,] 0.50999779 0.98000443 0.4900022 [174,] 0.52923708 0.94152584 0.4707629 [175,] 0.51008681 0.97982637 0.4899132 [176,] 0.49386739 0.98773478 0.5061326 [177,] 0.47439236 0.94878473 0.5256076 [178,] 0.48809153 0.97618307 0.5119085 [179,] 0.46639415 0.93278830 0.5336059 [180,] 0.46061695 0.92123389 0.5393831 [181,] 0.43956858 0.87913715 0.5604314 [182,] 0.44557622 0.89115244 0.5544238 [183,] 0.43282132 0.86564265 0.5671787 [184,] 0.41372980 0.82745959 0.5862702 [185,] 0.39168130 0.78336260 0.6083187 [186,] 0.39610476 0.79220951 0.6038952 [187,] 0.43429522 0.86859044 0.5657048 [188,] 0.43611634 0.87223269 0.5638837 [189,] 0.41402217 0.82804433 0.5859778 [190,] 0.44626976 0.89253953 0.5537302 [191,] 0.42596160 0.85192320 0.5740384 [192,] 0.42800129 0.85600258 0.5719987 [193,] 0.41298140 0.82596280 0.5870186 [194,] 0.39156562 0.78313124 0.6084344 [195,] 0.38243598 0.76487195 0.6175640 [196,] 0.38708091 0.77416182 0.6129191 [197,] 0.44688958 0.89377917 0.5531104 [198,] 0.50742540 0.98514920 0.4925746 [199,] 0.50496570 0.99006860 0.4950343 [200,] 0.50856598 0.98286804 0.4914340 [201,] 0.51444558 0.97110884 0.4855544 [202,] 0.49554543 0.99109085 0.5044546 [203,] 0.47709537 0.95419073 0.5229046 [204,] 0.45946623 0.91893246 0.5405338 [205,] 0.48630764 0.97261528 0.5136924 [206,] 0.46852780 0.93705559 0.5314722 [207,] 0.45812148 0.91624295 0.5418785 [208,] 0.54971021 0.90057959 0.4502898 [209,] 0.53140662 0.93718675 0.4685934 [210,] 0.59438847 0.81122306 0.4056115 [211,] 0.57391688 0.85216624 0.4260831 [212,] 0.56890786 0.86218428 0.4310921 [213,] 0.54806954 0.90386092 0.4519305 [214,] 0.52716621 0.94566757 0.4728338 [215,] 0.50596882 0.98806236 0.4940312 [216,] 0.59131078 0.81737844 0.4086892 [217,] 0.60725425 0.78549150 0.3927458 [218,] 0.58689932 0.82620137 0.4131007 [219,] 0.57274986 0.85450029 0.4272501 [220,] 0.55819812 0.88360376 0.4418019 [221,] 0.54093557 0.91812886 0.4590644 [222,] 0.52073337 0.95853326 0.4792666 [223,] 0.49980761 0.99961522 0.5001924 [224,] 0.53012360 0.93975280 0.4698764 [225,] 0.50925682 0.98148637 0.4907432 [226,] 0.50864089 0.98271823 0.4913591 [227,] 0.49541236 0.99082473 0.5045876 [228,] 0.47574922 0.95149844 0.5242508 [229,] 0.45664037 0.91328074 0.5433596 [230,] 0.45164767 0.90329533 0.5483523 [231,] 0.45911451 0.91822902 0.5408855 [232,] 0.43879559 0.87759118 0.5612044 [233,] 0.42100857 0.84201715 0.5789914 [234,] 0.50338135 0.99323730 0.4966186 [235,] 0.53637477 0.92725046 0.4636252 [236,] 0.52324610 0.95350781 0.4767539 [237,] 0.51160726 0.97678547 0.4883927 [238,] 0.50381045 0.99237910 0.4961895 [239,] 0.48445413 0.96890826 0.5155459 [240,] 0.46660179 0.93320357 0.5333982 [241,] 0.46097276 0.92194553 0.5390272 [242,] 0.44465249 0.88930498 0.5553475 [243,] 0.42500333 0.85000665 0.5749967 [244,] 0.40898494 0.81796988 0.5910151 [245,] 0.38929727 0.77859453 0.6107027 [246,] 0.36980909 0.73961818 0.6301909 [247,] 0.35505304 0.71010609 0.6449470 [248,] 0.35155826 0.70311653 0.6484417 [249,] 0.33290247 0.66580493 0.6670975 [250,] 0.31919314 0.63838628 0.6808069 [251,] 0.40544877 0.81089755 0.5945512 [252,] 0.40781028 0.81562056 0.5921897 [253,] 0.40321781 0.80643563 0.5967822 [254,] 0.38448129 0.76896258 0.6155187 [255,] 0.36642632 0.73285264 0.6335737 [256,] 0.34766048 0.69532096 0.6523395 [257,] 0.34414412 0.68828823 0.6558559 [258,] 0.33397917 0.66795835 0.6660208 [259,] 0.32414294 0.64828589 0.6758571 [260,] 0.30719904 0.61439807 0.6928010 [261,] 0.29002607 0.58005215 0.7099739 [262,] 0.29474800 0.58949599 0.7052520 [263,] 0.30009678 0.60019356 0.6999032 [264,] 0.28446275 0.56892549 0.7155373 [265,] 0.27350147 0.54700294 0.7264985 [266,] 0.30333594 0.60667188 0.6966641 [267,] 0.33918860 0.67837720 0.6608114 [268,] 0.35420556 0.70841113 0.6457944 [269,] 0.43170293 0.86340587 0.5682971 [270,] 0.41284662 0.82569325 0.5871534 [271,] 0.39527638 0.79055277 0.6047236 [272,] 0.38106806 0.76213611 0.6189319 [273,] 0.38531151 0.77062303 0.6146885 [274,] 0.36667659 0.73335317 0.6333234 [275,] 0.41105732 0.82211464 0.5889427 [276,] 0.40773577 0.81547154 0.5922642 [277,] 0.41731269 0.83462537 0.5826873 [278,] 0.40340610 0.80681221 0.5965939 [279,] 0.38456180 0.76912360 0.6154382 [280,] 0.37092218 0.74184436 0.6290778 [281,] 0.36960890 0.73921779 0.6303911 [282,] 0.35331593 0.70663187 0.6466841 [283,] 0.35470020 0.70940039 0.6452998 [284,] 0.33955325 0.67910650 0.6604467 [285,] 0.32614309 0.65228619 0.6738569 [286,] 0.30907420 0.61814840 0.6909258 [287,] 0.29510359 0.59020719 0.7048964 [288,] 0.28463488 0.56926975 0.7153651 [289,] 0.26872876 0.53745753 0.7312712 [290,] 0.27024091 0.54048182 0.7297591 [291,] 0.27977290 0.55954580 0.7202271 [292,] 0.26371464 0.52742929 0.7362854 [293,] 0.25477494 0.50954988 0.7452251 [294,] 0.23982636 0.47965273 0.7601736 [295,] 0.22556382 0.45112764 0.7744362 [296,] 0.21728788 0.43457577 0.7827121 [297,] 0.23881909 0.47763818 0.7611809 [298,] 0.22650091 0.45300182 0.7734991 [299,] 0.22505573 0.45011146 0.7749443 [300,] 0.21958380 0.43916760 0.7804162 [301,] 0.27510798 0.55021595 0.7248920 [302,] 0.27370148 0.54740297 0.7262985 [303,] 0.25812917 0.51625835 0.7418708 [304,] 0.25548571 0.51097142 0.7445143 [305,] 0.24786144 0.49572289 0.7521386 [306,] 0.24397168 0.48794336 0.7560283 [307,] 0.24082467 0.48164934 0.7591753 [308,] 0.23613806 0.47227611 0.7638619 [309,] 0.22292271 0.44584542 0.7770773 [310,] 0.21221623 0.42443246 0.7877838 [311,] 0.21517205 0.43034411 0.7848279 [312,] 0.20691324 0.41382649 0.7930868 [313,] 0.19602447 0.39204894 0.8039755 [314,] 0.18925045 0.37850089 0.8107496 [315,] 0.20394965 0.40789930 0.7960503 [316,] 0.19171022 0.38342045 0.8082898 [317,] 0.18176172 0.36352345 0.8182383 [318,] 0.17100067 0.34200134 0.8289993 [319,] 0.16408081 0.32816162 0.8359192 [320,] 0.15917609 0.31835218 0.8408239 [321,] 0.15171250 0.30342500 0.8482875 [322,] 0.14239428 0.28478856 0.8576057 [323,] 0.13299133 0.26598266 0.8670087 [324,] 0.12670944 0.25341887 0.8732906 [325,] 0.13409102 0.26818204 0.8659090 [326,] 0.13054300 0.26108600 0.8694570 [327,] 0.15698303 0.31396606 0.8430170 [328,] 0.17608523 0.35217047 0.8239148 [329,] 0.16775654 0.33551308 0.8322435 [330,] 0.15740113 0.31480225 0.8425989 [331,] 0.14650589 0.29301178 0.8534941 [332,] 0.15709767 0.31419535 0.8429023 [333,] 0.21654240 0.43308481 0.7834576 [334,] 0.26907671 0.53815343 0.7309233 [335,] 0.28091739 0.56183477 0.7190826 [336,] 0.26963882 0.53927764 0.7303612 [337,] 0.30128427 0.60256853 0.6987157 [338,] 0.28572713 0.57145425 0.7142729 [339,] 0.29162985 0.58325969 0.7083702 [340,] 0.31048664 0.62097328 0.6895134 [341,] 0.29780662 0.59561324 0.7021934 [342,] 0.29436687 0.58873373 0.7056331 [343,] 0.28742904 0.57485808 0.7125710 [344,] 0.28293877 0.56587754 0.7170612 [345,] 0.26806018 0.53612036 0.7319398 [346,] 0.25973597 0.51947195 0.7402640 [347,] 0.34897650 0.69795299 0.6510235 [348,] 0.36938066 0.73876132 0.6306193 [349,] 0.38311568 0.76623136 0.6168843 [350,] 0.36637070 0.73274139 0.6336293 [351,] 0.35028195 0.70056389 0.6497181 [352,] 0.33742862 0.67485724 0.6625714 [353,] 0.32181258 0.64362517 0.6781874 [354,] 0.32274776 0.64549551 0.6772522 [355,] 0.33391658 0.66783316 0.6660834 [356,] 0.32669657 0.65339314 0.6733034 [357,] 0.39851122 0.79702244 0.6014888 [358,] 0.39688621 0.79377243 0.6031138 [359,] 0.39432591 0.78865181 0.6056741 [360,] 0.39068756 0.78137513 0.6093124 [361,] 0.42542374 0.85084748 0.5745763 [362,] 0.43329656 0.86659313 0.5667034 [363,] 0.43119338 0.86238676 0.5688066 [364,] 0.41952582 0.83905164 0.5804742 [365,] 0.52288640 0.95422719 0.4771136 [366,] 0.51000487 0.97999025 0.4899951 [367,] 0.49411157 0.98822315 0.5058884 [368,] 0.52278481 0.95443038 0.4772152 [369,] 0.50710034 0.98579931 0.4928997 [370,] 0.49407423 0.98814846 0.5059258 [371,] 0.47638882 0.95277763 0.5236112 [372,] 0.45927401 0.91854802 0.5407260 [373,] 0.46386399 0.92772798 0.5361360 [374,] 0.44933279 0.89866559 0.5506672 [375,] 0.43403035 0.86806070 0.5659696 [376,] 0.41901434 0.83802867 0.5809857 [377,] 0.41069898 0.82139796 0.5893010 [378,] 0.40730847 0.81461695 0.5926915 [379,] 0.39009379 0.78018758 0.6099062 [380,] 0.37919648 0.75839296 0.6208035 [381,] 0.36784287 0.73568575 0.6321571 [382,] 0.35223548 0.70447095 0.6477645 [383,] 0.42003186 0.84006372 0.5799681 [384,] 0.41792268 0.83584536 0.5820773 [385,] 0.40800615 0.81601229 0.5919939 [386,] 0.40359916 0.80719831 0.5964008 [387,] 0.39638314 0.79276627 0.6036169 [388,] 0.49513389 0.99026779 0.5048661 [389,] 0.48624299 0.97248598 0.5137570 [390,] 0.46864931 0.93729862 0.5313507 [391,] 0.45323348 0.90646696 0.5467665 [392,] 0.45931050 0.91862101 0.5406895 [393,] 0.53522835 0.92954331 0.4647717 [394,] 0.51792239 0.96415522 0.4820776 [395,] 0.50134905 0.99730190 0.4986510 [396,] 0.49211987 0.98423974 0.5078801 [397,] 0.47551366 0.95102732 0.5244863 [398,] 0.50463510 0.99072980 0.4953649 [399,] 0.49651612 0.99303224 0.5034839 [400,] 0.48136476 0.96272952 0.5186352 [401,] 0.46449577 0.92899155 0.5355042 [402,] 0.45926394 0.91852788 0.5407361 [403,] 0.44401299 0.88802599 0.5559870 [404,] 0.43180885 0.86361770 0.5681911 [405,] 0.41977402 0.83954803 0.5802260 [406,] 0.45067946 0.90135891 0.5493205 [407,] 0.44769040 0.89538079 0.5523096 [408,] 0.48211556 0.96423111 0.5178844 [409,] 0.51754768 0.96490464 0.4824523 [410,] 0.50257239 0.99485522 0.4974276 [411,] 0.50319601 0.99360798 0.4968040 [412,] 0.52200965 0.95598069 0.4779903 [413,] 0.54339411 0.91321178 0.4566059 [414,] 0.53903858 0.92192284 0.4609614 [415,] 0.52486708 0.95026585 0.4751329 [416,] 0.51956507 0.96086987 0.4804349 [417,] 0.50298800 0.99402399 0.4970120 [418,] 0.48565179 0.97130359 0.5143482 [419,] 0.50115717 0.99768566 0.4988428 [420,] 0.48487081 0.96974161 0.5151292 [421,] 0.46763563 0.93527126 0.5323644 [422,] 0.45645265 0.91290529 0.5435474 [423,] 0.47586988 0.95173975 0.5241301 [424,] 0.46680818 0.93361636 0.5331918 [425,] 0.45031402 0.90062805 0.5496860 [426,] 0.43311238 0.86622476 0.5668876 [427,] 0.47847480 0.95694960 0.5215252 [428,] 0.47426923 0.94853845 0.5257308 [429,] 0.46848684 0.93697367 0.5315132 [430,] 0.49449863 0.98899727 0.5055014 [431,] 0.47906851 0.95813702 0.5209315 [432,] 0.48467307 0.96934613 0.5153269 [433,] 0.46864483 0.93728966 0.5313552 [434,] 0.46651382 0.93302764 0.5334862 [435,] 0.45077587 0.90155174 0.5492241 [436,] 0.47674321 0.95348643 0.5232568 [437,] 0.49403799 0.98807598 0.5059620 [438,] 0.50750199 0.98499601 0.4924980 [439,] 0.49245640 0.98491281 0.5075436 [440,] 0.48052375 0.96104749 0.5194763 [441,] 0.46982923 0.93965847 0.5301708 [442,] 0.46600521 0.93201041 0.5339948 [443,] 0.47681845 0.95363691 0.5231815 [444,] 0.46233304 0.92466608 0.5376670 [445,] 0.44559903 0.89119805 0.5544010 [446,] 0.42875147 0.85750293 0.5712485 [447,] 0.41791922 0.83583843 0.5820808 [448,] 0.41775874 0.83551747 0.5822413 [449,] 0.40913649 0.81827298 0.5908635 [450,] 0.41511192 0.83022385 0.5848881 [451,] 0.45988847 0.91977695 0.5401115 [452,] 0.44662263 0.89324525 0.5533774 [453,] 0.46173587 0.92347174 0.5382641 [454,] 0.49598593 0.99197186 0.5040141 [455,] 0.50272274 0.99455452 0.4972773 [456,] 0.51493423 0.97013154 0.4850658 [457,] 0.54373300 0.91253400 0.4562670 [458,] 0.52710632 0.94578737 0.4728937 [459,] 0.52352445 0.95295109 0.4764755 [460,] 0.51023210 0.97953580 0.4897679 [461,] 0.49355705 0.98711409 0.5064430 [462,] 0.53529663 0.92940675 0.4647034 [463,] 0.52108955 0.95782089 0.4789104 [464,] 0.50390770 0.99218460 0.4960923 [465,] 0.48788356 0.97576712 0.5121164 [466,] 0.53289167 0.93421666 0.4671083 [467,] 0.52229348 0.95541305 0.4777065 [468,] 0.51667006 0.96665988 0.4833299 [469,] 0.57280743 0.85438515 0.4271926 [470,] 0.56910578 0.86178845 0.4308942 [471,] 0.55724595 0.88550810 0.4427541 [472,] 0.56330625 0.87338750 0.4366937 [473,] 0.54887611 0.90224779 0.4511239 [474,] 0.59387129 0.81225742 0.4061287 [475,] 0.63429521 0.73140958 0.3657048 [476,] 0.64087715 0.71824570 0.3591228 [477,] 0.62784811 0.74430378 0.3721519 [478,] 0.61233363 0.77533273 0.3876664 [479,] 0.70138890 0.59722220 0.2986111 [480,] 0.69435802 0.61128397 0.3056420 [481,] 0.67980764 0.64038473 0.3201924 [482,] 0.70168305 0.59663389 0.2983169 [483,] 0.68666060 0.62667880 0.3133394 [484,] 0.67372805 0.65254389 0.3262719 [485,] 0.68615334 0.62769332 0.3138467 [486,] 0.67102758 0.65794483 0.3289724 [487,] 0.65643269 0.68713463 0.3435673 [488,] 0.64765172 0.70469657 0.3523483 [489,] 0.63644390 0.72711220 0.3635561 [490,] 0.62057246 0.75885508 0.3794275 [491,] 0.60698857 0.78602286 0.3930114 [492,] 0.62867013 0.74265974 0.3713299 [493,] 0.61475650 0.77048701 0.3852435 [494,] 0.60763657 0.78472686 0.3923634 [495,] 0.59176217 0.81647565 0.4082378 [496,] 0.57600066 0.84799867 0.4239993 [497,] 0.56052201 0.87895597 0.4394780 [498,] 0.56052268 0.87895463 0.4394773 [499,] 0.55044028 0.89911944 0.4495597 [500,] 0.53551119 0.92897762 0.4644888 [501,] 0.52857507 0.94284986 0.4714249 [502,] 0.51890182 0.96219635 0.4810982 [503,] 0.51362501 0.97274998 0.4863750 [504,] 0.49918179 0.99836357 0.5008182 [505,] 0.55523941 0.88952118 0.4447606 [506,] 0.54632338 0.90735324 0.4536766 [507,] 0.54186385 0.91627231 0.4581362 [508,] 0.53657137 0.92685727 0.4634286 [509,] 0.54648038 0.90703924 0.4535196 [510,] 0.53078098 0.93843803 0.4692190 [511,] 0.53025697 0.93948606 0.4697430 [512,] 0.51743289 0.96513422 0.4825671 [513,] 0.50332174 0.99335653 0.4966783 [514,] 0.48682133 0.97364266 0.5131787 [515,] 0.47201979 0.94403959 0.5279802 [516,] 0.45507901 0.91015801 0.5449210 [517,] 0.43895686 0.87791372 0.5610431 [518,] 0.42303022 0.84606044 0.5769698 [519,] 0.40684422 0.81368844 0.5931558 [520,] 0.39078141 0.78156282 0.6092186 [521,] 0.38110247 0.76220494 0.6188975 [522,] 0.37828815 0.75657631 0.6217118 [523,] 0.37267007 0.74534014 0.6273299 [524,] 0.36625350 0.73250699 0.6337465 [525,] 0.37373964 0.74747928 0.6262604 [526,] 0.38958841 0.77917682 0.6104116 [527,] 0.37493604 0.74987207 0.6250640 [528,] 0.36247160 0.72494319 0.6375284 [529,] 0.37322255 0.74644510 0.6267775 [530,] 0.38857133 0.77714266 0.6114287 [531,] 0.37294561 0.74589123 0.6270544 [532,] 0.35883045 0.71766091 0.6411695 [533,] 0.34372193 0.68744385 0.6562781 [534,] 0.41027865 0.82055730 0.5897213 [535,] 0.39485817 0.78971634 0.6051418 [536,] 0.37954314 0.75908628 0.6204569 [537,] 0.40818910 0.81637820 0.5918109 [538,] 0.40597182 0.81194363 0.5940282 [539,] 0.41391182 0.82782364 0.5860882 [540,] 0.40795933 0.81591866 0.5920407 [541,] 0.40416354 0.80832708 0.5958365 [542,] 0.39327517 0.78655034 0.6067248 [543,] 0.38139395 0.76278790 0.6186061 [544,] 0.37052900 0.74105800 0.6294710 [545,] 0.37183455 0.74366910 0.6281654 [546,] 0.37160641 0.74321281 0.6283936 [547,] 0.40880414 0.81760827 0.5911959 [548,] 0.40994514 0.81989029 0.5900549 [549,] 0.39915706 0.79831412 0.6008429 [550,] 0.41538602 0.83077204 0.5846140 [551,] 0.40214646 0.80429293 0.5978535 [552,] 0.41768077 0.83536154 0.5823192 [553,] 0.40135878 0.80271756 0.5986412 [554,] 0.39737422 0.79474843 0.6026258 [555,] 0.38580483 0.77160966 0.6141952 [556,] 0.39151572 0.78303144 0.6084843 [557,] 0.38031098 0.76062196 0.6196890 [558,] 0.36420833 0.72841666 0.6357917 [559,] 0.34836039 0.69672077 0.6516396 [560,] 0.35079472 0.70158945 0.6492053 [561,] 0.34299765 0.68599531 0.6570023 [562,] 0.38182308 0.76364616 0.6181769 [563,] 0.37226020 0.74452041 0.6277398 [564,] 0.36692835 0.73385671 0.6330716 [565,] 0.36553424 0.73106849 0.6344658 [566,] 0.35266756 0.70533512 0.6473324 [567,] 0.34466861 0.68933722 0.6553314 [568,] 0.33313356 0.66626711 0.6668664 [569,] 0.31800826 0.63601652 0.6819917 [570,] 0.33272836 0.66545672 0.6672716 [571,] 0.31779570 0.63559140 0.6822043 [572,] 0.32465258 0.64930516 0.6753474 [573,] 0.31598811 0.63197622 0.6840119 [574,] 0.31293412 0.62586825 0.6870659 [575,] 0.31104533 0.62209065 0.6889547 [576,] 0.29948301 0.59896602 0.7005170 [577,] 0.29193036 0.58386073 0.7080696 [578,] 0.28284694 0.56569389 0.7171531 [579,] 0.27320285 0.54640571 0.7267971 [580,] 0.26863370 0.53726739 0.7313663 [581,] 0.28641813 0.57283626 0.7135819 [582,] 0.28150810 0.56301620 0.7184919 [583,] 0.32595750 0.65191501 0.6740425 [584,] 0.31129801 0.62259601 0.6887020 [585,] 0.29987531 0.59975061 0.7001247 [586,] 0.28568354 0.57136709 0.7143165 [587,] 0.28815333 0.57630665 0.7118467 [588,] 0.34706511 0.69413022 0.6529349 [589,] 0.33563002 0.67126005 0.6643700 [590,] 0.34156323 0.68312645 0.6584368 [591,] 0.38975363 0.77950726 0.6102464 [592,] 0.39617801 0.79235602 0.6038220 [593,] 0.40219178 0.80438356 0.5978082 [594,] 0.40029970 0.80059941 0.5997003 [595,] 0.39849839 0.79699677 0.6015016 [596,] 0.40261094 0.80522188 0.5973891 [597,] 0.41383252 0.82766503 0.5861675 [598,] 0.39805555 0.79611110 0.6019444 [599,] 0.39829813 0.79659626 0.6017019 [600,] 0.38578237 0.77156473 0.6142176 [601,] 0.37635833 0.75271667 0.6236417 [602,] 0.36186533 0.72373065 0.6381347 [603,] 0.34937721 0.69875441 0.6506228 [604,] 0.35916246 0.71832492 0.6408375 [605,] 0.36152132 0.72304265 0.6384787 [606,] 0.36170000 0.72339999 0.6383000 [607,] 0.36435904 0.72871808 0.6356410 [608,] 0.34917924 0.69835849 0.6508208 [609,] 0.34157145 0.68314289 0.6584286 [610,] 0.33224189 0.66448378 0.6677581 [611,] 0.31802989 0.63605978 0.6819701 [612,] 0.30354578 0.60709157 0.6964542 [613,] 0.29848609 0.59697217 0.7015139 [614,] 0.29390745 0.58781489 0.7060926 [615,] 0.28457612 0.56915224 0.7154239 [616,] 0.28147555 0.56295110 0.7185245 [617,] 0.27180462 0.54360925 0.7281954 [618,] 0.25917200 0.51834401 0.7408280 [619,] 0.29415693 0.58831385 0.7058431 [620,] 0.28016983 0.56033966 0.7198302 [621,] 0.26646852 0.53293705 0.7335315 [622,] 0.27195175 0.54390351 0.7280482 [623,] 0.26628604 0.53257207 0.7337140 [624,] 0.25280567 0.50561134 0.7471943 [625,] 0.24380370 0.48760740 0.7561963 [626,] 0.23509071 0.47018141 0.7649093 [627,] 0.23543424 0.47086848 0.7645658 [628,] 0.22332095 0.44664191 0.7766790 [629,] 0.22060831 0.44121662 0.7793917 [630,] 0.22484426 0.44968851 0.7751557 [631,] 0.21587808 0.43175616 0.7841219 [632,] 0.20750683 0.41501366 0.7924932 [633,] 0.21214428 0.42428855 0.7878557 [634,] 0.20818181 0.41636361 0.7918182 [635,] 0.19625436 0.39250871 0.8037456 [636,] 0.19302914 0.38605828 0.8069709 [637,] 0.18416447 0.36832894 0.8158355 [638,] 0.18260501 0.36521003 0.8173950 [639,] 0.17281363 0.34562726 0.8271864 [640,] 0.16230852 0.32461704 0.8376915 [641,] 0.16036681 0.32073362 0.8396332 [642,] 0.15022577 0.30045154 0.8497742 [643,] 0.14561115 0.29122230 0.8543889 [644,] 0.14494402 0.28988803 0.8550560 [645,] 0.13662087 0.27324174 0.8633791 [646,] 0.13700160 0.27400321 0.8629984 [647,] 0.13568308 0.27136616 0.8643169 [648,] 0.13109575 0.26219149 0.8689043 [649,] 0.12666975 0.25333950 0.8733302 [650,] 0.14098773 0.28197546 0.8590123 [651,] 0.13756966 0.27513932 0.8624303 [652,] 0.13232203 0.26464405 0.8676780 [653,] 0.12349924 0.24699849 0.8765008 [654,] 0.11683194 0.23366388 0.8831681 [655,] 0.10866759 0.21733519 0.8913324 [656,] 0.10372349 0.20744698 0.8962765 [657,] 0.09810564 0.19621129 0.9018944 [658,] 0.09244475 0.18488950 0.9075553 [659,] 0.14156022 0.28312045 0.8584398 [660,] 0.13698357 0.27396714 0.8630164 [661,] 0.12929153 0.25858306 0.8707085 [662,] 0.12625366 0.25250733 0.8737463 [663,] 0.14041269 0.28082538 0.8595873 [664,] 0.13274833 0.26549667 0.8672517 [665,] 0.13015331 0.26030662 0.8698467 [666,] 0.12581174 0.25162348 0.8741883 [667,] 0.12199716 0.24399432 0.8780028 [668,] 0.12681458 0.25362916 0.8731854 [669,] 0.11803970 0.23607941 0.8819603 [670,] 0.11265746 0.22531492 0.8873425 [671,] 0.11882162 0.23764323 0.8811784 [672,] 0.11709830 0.23419659 0.8829017 [673,] 0.10989496 0.21978993 0.8901050 [674,] 0.10415717 0.20831435 0.8958428 [675,] 0.10206281 0.20412561 0.8979372 [676,] 0.10254305 0.20508609 0.8974570 [677,] 0.09993406 0.19986813 0.9000659 [678,] 0.09299675 0.18599349 0.9070033 [679,] 0.09821551 0.19643102 0.9017845 [680,] 0.09177820 0.18355640 0.9082218 [681,] 0.09149502 0.18299004 0.9085050 [682,] 0.08531817 0.17063633 0.9146818 [683,] 0.07906235 0.15812470 0.9209377 [684,] 0.07532386 0.15064771 0.9246761 [685,] 0.07006235 0.14012470 0.9299377 [686,] 0.06593596 0.13187192 0.9340640 [687,] 0.06054269 0.12108537 0.9394573 [688,] 0.06268767 0.12537534 0.9373123 [689,] 0.05770398 0.11540795 0.9422960 [690,] 0.05376180 0.10752360 0.9462382 [691,] 0.04933238 0.09866475 0.9506676 [692,] 0.04878605 0.09757209 0.9512140 [693,] 0.05040347 0.10080693 0.9495965 [694,] 0.05329192 0.10658384 0.9467081 [695,] 0.04905348 0.09810695 0.9509465 [696,] 0.05055752 0.10111504 0.9494425 [697,] 0.05113360 0.10226720 0.9488664 [698,] 0.04669847 0.09339694 0.9533015 [699,] 0.04257737 0.08515473 0.9574226 [700,] 0.07102248 0.14204497 0.9289775 [701,] 0.09021224 0.18042447 0.9097878 [702,] 0.10381358 0.20762717 0.8961864 [703,] 0.10709404 0.21418807 0.8929060 [704,] 0.11151817 0.22303634 0.8884818 [705,] 0.11476989 0.22953977 0.8852301 [706,] 0.10657958 0.21315916 0.8934204 [707,] 0.18116659 0.36233318 0.8188334 [708,] 0.16980479 0.33960959 0.8301952 [709,] 0.17803226 0.35606452 0.8219677 [710,] 0.18090557 0.36181113 0.8190944 [711,] 0.23726282 0.47452563 0.7627372 [712,] 0.23101451 0.46202902 0.7689855 [713,] 0.23710710 0.47421420 0.7628929 [714,] 0.22384481 0.44768962 0.7761552 [715,] 0.25122256 0.50244511 0.7487774 [716,] 0.23756215 0.47512431 0.7624378 [717,] 0.25072185 0.50144370 0.7492781 [718,] 0.23681468 0.47362937 0.7631853 [719,] 0.22334749 0.44669498 0.7766525 [720,] 0.22358723 0.44717445 0.7764128 [721,] 0.21462822 0.42925644 0.7853718 [722,] 0.20714574 0.41429147 0.7928543 [723,] 0.20018080 0.40036159 0.7998192 [724,] 0.18943195 0.37886391 0.8105680 [725,] 0.18641583 0.37283167 0.8135842 [726,] 0.17853755 0.35707510 0.8214625 [727,] 0.16978657 0.33957314 0.8302134 [728,] 0.16852685 0.33705369 0.8314732 [729,] 0.15874974 0.31749949 0.8412503 [730,] 0.15309055 0.30618110 0.8469094 [731,] 0.14951077 0.29902153 0.8504892 [732,] 0.14266249 0.28532498 0.8573375 [733,] 0.16410946 0.32821892 0.8358905 [734,] 0.16645546 0.33291092 0.8335445 [735,] 0.15794322 0.31588644 0.8420568 [736,] 0.16331861 0.32663722 0.8366814 [737,] 0.17754981 0.35509962 0.8224502 [738,] 0.18722440 0.37444879 0.8127756 [739,] 0.18765138 0.37530276 0.8123486 [740,] 0.17577566 0.35155131 0.8242243 [741,] 0.30811723 0.61623447 0.6918828 [742,] 0.35536903 0.71073806 0.6446310 [743,] 0.44496726 0.88993452 0.5550327 [744,] 0.43581009 0.87162018 0.5641899 [745,] 0.41806170 0.83612340 0.5819383 [746,] 0.41959751 0.83919503 0.5804025 [747,] 0.40216253 0.80432506 0.5978375 [748,] 0.41952403 0.83904806 0.5804760 [749,] 0.42987086 0.85974173 0.5701291 [750,] 0.41731027 0.83462053 0.5826897 [751,] 0.47336399 0.94672799 0.5266360 [752,] 0.47321185 0.94642370 0.5267881 [753,] 0.45544860 0.91089721 0.5445514 [754,] 0.46176423 0.92352846 0.5382358 [755,] 0.45732192 0.91464383 0.5426781 [756,] 0.47072483 0.94144966 0.5292752 [757,] 0.47730851 0.95461702 0.5226915 [758,] 0.45933732 0.91867465 0.5406627 [759,] 0.46353929 0.92707858 0.5364607 [760,] 0.45265213 0.90530427 0.5473479 [761,] 0.44421462 0.88842925 0.5557854 [762,] 0.42922742 0.85845483 0.5707726 [763,] 0.42576077 0.85152155 0.5742392 [764,] 0.40789269 0.81578537 0.5921073 [765,] 0.40097469 0.80194937 0.5990253 [766,] 0.38338639 0.76677278 0.6166136 [767,] 0.36763005 0.73526010 0.6323700 [768,] 0.35408974 0.70817947 0.6459103 [769,] 0.34983260 0.69966520 0.6501674 [770,] 0.34736065 0.69472130 0.6526394 [771,] 0.33647890 0.67295779 0.6635211 [772,] 0.32360268 0.64720536 0.6763973 [773,] 0.34397602 0.68795204 0.6560240 [774,] 0.34041174 0.68082348 0.6595883 [775,] 0.32432894 0.64865788 0.6756711 [776,] 0.31294563 0.62589126 0.6870544 [777,] 0.29679975 0.59359951 0.7032002 [778,] 0.29505443 0.59010886 0.7049456 [779,] 0.27970204 0.55940408 0.7202980 [780,] 0.28334508 0.56669016 0.7166549 [781,] 0.27745345 0.55490690 0.7225466 [782,] 0.26691201 0.53382403 0.7330880 [783,] 0.26115977 0.52231954 0.7388402 [784,] 0.24749914 0.49499828 0.7525009 [785,] 0.23408862 0.46817724 0.7659114 [786,] 0.22798720 0.45597440 0.7720128 [787,] 0.21840987 0.43681974 0.7815901 [788,] 0.20743580 0.41487160 0.7925642 [789,] 0.24720518 0.49441036 0.7527948 [790,] 0.23520703 0.47041406 0.7647930 [791,] 0.22173818 0.44347636 0.7782618 [792,] 0.23144494 0.46288989 0.7685551 [793,] 0.28958517 0.57917034 0.7104148 [794,] 0.29302255 0.58604510 0.7069774 [795,] 0.28783679 0.57567357 0.7121632 [796,] 0.27285354 0.54570709 0.7271465 [797,] 0.26338905 0.52677809 0.7366110 [798,] 0.28000496 0.56000992 0.7199950 [799,] 0.27028428 0.54056856 0.7297157 [800,] 0.25554089 0.51108179 0.7444591 [801,] 0.24373984 0.48747967 0.7562602 [802,] 0.26427730 0.52855460 0.7357227 [803,] 0.35154398 0.70308795 0.6484560 [804,] 0.34916096 0.69832191 0.6508390 [805,] 0.33728742 0.67457484 0.6627126 [806,] 0.32667621 0.65335243 0.6733238 [807,] 0.31323741 0.62647482 0.6867626 [808,] 0.30773913 0.61547826 0.6922609 [809,] 0.36174989 0.72349979 0.6382501 [810,] 0.34424047 0.68848093 0.6557595 [811,] 0.32694390 0.65388780 0.6730561 [812,] 0.31061408 0.62122815 0.6893859 [813,] 0.29510215 0.59020431 0.7048978 [814,] 0.28005053 0.56010105 0.7199495 [815,] 0.26454629 0.52909258 0.7354537 [816,] 0.26408873 0.52817746 0.7359113 [817,] 0.27996686 0.55993373 0.7200331 [818,] 0.26517237 0.53034474 0.7348276 [819,] 0.26055597 0.52111194 0.7394440 [820,] 0.24586711 0.49173422 0.7541329 [821,] 0.26369721 0.52739442 0.7363028 [822,] 0.27514326 0.55028652 0.7248567 [823,] 0.31683864 0.63367728 0.6831614 [824,] 0.29984639 0.59969278 0.7001536 [825,] 0.28328321 0.56656642 0.7167168 [826,] 0.26936238 0.53872477 0.7306376 [827,] 0.30193359 0.60386717 0.6980664 [828,] 0.29285530 0.58571059 0.7071447 [829,] 0.27821599 0.55643197 0.7217840 [830,] 0.26399431 0.52798862 0.7360057 [831,] 0.24922462 0.49844925 0.7507754 [832,] 0.23393480 0.46786960 0.7660652 [833,] 0.22119636 0.44239272 0.7788036 [834,] 0.21909138 0.43818276 0.7809086 [835,] 0.29316768 0.58633536 0.7068323 [836,] 0.27953290 0.55906581 0.7204671 [837,] 0.26664937 0.53329875 0.7333506 [838,] 0.25111031 0.50222061 0.7488897 [839,] 0.23837737 0.47675474 0.7616226 [840,] 0.22415431 0.44830863 0.7758457 [841,] 0.22188257 0.44376515 0.7781174 [842,] 0.21750708 0.43501416 0.7824929 [843,] 0.23216332 0.46432664 0.7678367 [844,] 0.23350811 0.46701621 0.7664919 [845,] 0.25900823 0.51801645 0.7409918 [846,] 0.25074049 0.50148098 0.7492595 [847,] 0.24895269 0.49790539 0.7510473 [848,] 0.23938016 0.47876032 0.7606198 [849,] 0.23512710 0.47025421 0.7648729 [850,] 0.24311456 0.48622912 0.7568854 [851,] 0.22809683 0.45619365 0.7719032 [852,] 0.21351142 0.42702284 0.7864886 [853,] 0.21191886 0.42383772 0.7880811 [854,] 0.20979080 0.41958161 0.7902092 [855,] 0.22828483 0.45656966 0.7717152 [856,] 0.21358730 0.42717460 0.7864127 [857,] 0.20080301 0.40160602 0.7991970 [858,] 0.21834595 0.43669189 0.7816541 [859,] 0.20379973 0.40759946 0.7962003 [860,] 0.19034476 0.38068953 0.8096552 [861,] 0.18390329 0.36780657 0.8160967 [862,] 0.18279782 0.36559563 0.8172022 [863,] 0.17049401 0.34098801 0.8295060 [864,] 0.15805244 0.31610489 0.8419476 [865,] 0.15891941 0.31783882 0.8410806 [866,] 0.14943638 0.29887275 0.8505636 [867,] 0.13850288 0.27700575 0.8614971 [868,] 0.12763924 0.25527848 0.8723608 [869,] 0.11749067 0.23498135 0.8825093 [870,] 0.10995171 0.21990342 0.8900483 [871,] 0.10057555 0.20115109 0.8994245 [872,] 0.09520788 0.19041577 0.9047921 [873,] 0.08911386 0.17822771 0.9108861 [874,] 0.08237017 0.16474033 0.9176298 [875,] 0.07954781 0.15909562 0.9204522 [876,] 0.07938242 0.15876483 0.9206176 [877,] 0.07651197 0.15302394 0.9234880 [878,] 0.07266329 0.14532657 0.9273367 [879,] 0.06633171 0.13266341 0.9336683 [880,] 0.06556117 0.13112233 0.9344388 [881,] 0.05999708 0.11999416 0.9400029 [882,] 0.05793567 0.11587133 0.9420643 [883,] 0.05881058 0.11762117 0.9411894 [884,] 0.06692937 0.13385873 0.9330706 [885,] 0.07321535 0.14643070 0.9267847 [886,] 0.06662063 0.13324125 0.9333794 [887,] 0.06065779 0.12131558 0.9393422 [888,] 0.05644532 0.11289065 0.9435547 [889,] 0.09416484 0.18832968 0.9058352 [890,] 0.08568004 0.17136008 0.9143200 [891,] 0.08194487 0.16388974 0.9180551 [892,] 0.07542162 0.15084324 0.9245784 [893,] 0.08184906 0.16369813 0.9181509 [894,] 0.07422471 0.14844943 0.9257753 [895,] 0.07707563 0.15415126 0.9229244 [896,] 0.07201813 0.14403625 0.9279819 [897,] 0.06704623 0.13409246 0.9329538 [898,] 0.06115053 0.12230106 0.9388495 [899,] 0.05585027 0.11170054 0.9441497 [900,] 0.05063055 0.10126109 0.9493695 [901,] 0.04559461 0.09118923 0.9544054 [902,] 0.04090034 0.08180068 0.9590997 [903,] 0.03638509 0.07277018 0.9636149 [904,] 0.04307139 0.08614278 0.9569286 [905,] 0.03864659 0.07729318 0.9613534 [906,] 0.04828818 0.09657635 0.9517118 [907,] 0.05184064 0.10368129 0.9481594 [908,] 0.04641856 0.09283712 0.9535814 [909,] 0.04145478 0.08290957 0.9585452 [910,] 0.03737491 0.07474982 0.9626251 [911,] 0.03324460 0.06648919 0.9667554 [912,] 0.03090543 0.06181086 0.9690946 [913,] 0.03003796 0.06007592 0.9699620 [914,] 0.04278138 0.08556275 0.9572186 [915,] 0.05645435 0.11290869 0.9435457 [916,] 0.05656848 0.11313696 0.9434315 [917,] 0.05103339 0.10206678 0.9489666 [918,] 0.05236874 0.10473749 0.9476313 [919,] 0.08323653 0.16647306 0.9167635 [920,] 0.08932366 0.17864731 0.9106763 [921,] 0.08128153 0.16256306 0.9187185 [922,] 0.07547438 0.15094876 0.9245256 [923,] 0.07326083 0.14652167 0.9267392 [924,] 0.06574109 0.13148218 0.9342589 [925,] 0.06374280 0.12748560 0.9362572 [926,] 0.06898282 0.13796565 0.9310172 [927,] 0.06290932 0.12581864 0.9370907 [928,] 0.05715427 0.11430854 0.9428457 [929,] 0.05217382 0.10434764 0.9478262 [930,] 0.05310953 0.10621907 0.9468905 [931,] 0.04744071 0.09488141 0.9525593 [932,] 0.04264262 0.08528525 0.9573574 [933,] 0.03948030 0.07896059 0.9605197 [934,] 0.04573834 0.09147669 0.9542617 [935,] 0.04113460 0.08226919 0.9588654 [936,] 0.05487517 0.10975034 0.9451248 [937,] 0.05348660 0.10697319 0.9465134 [938,] 0.04775637 0.09551274 0.9522436 [939,] 0.04386114 0.08772228 0.9561389 [940,] 0.04055041 0.08110082 0.9594496 [941,] 0.04235921 0.08471843 0.9576408 [942,] 0.03792481 0.07584963 0.9620752 [943,] 0.03443310 0.06886621 0.9655669 [944,] 0.03640345 0.07280691 0.9635965 [945,] 0.03945379 0.07890758 0.9605462 [946,] 0.03479421 0.06958842 0.9652058 [947,] 0.03397275 0.06794550 0.9660272 [948,] 0.03006634 0.06013267 0.9699337 [949,] 0.02757853 0.05515705 0.9724215 [950,] 0.02453053 0.04906107 0.9754695 [951,] 0.02236546 0.04473092 0.9776345 [952,] 0.01973757 0.03947514 0.9802624 [953,] 0.02951344 0.05902689 0.9704866 [954,] 0.02703432 0.05406864 0.9729657 [955,] 0.05076293 0.10152586 0.9492371 [956,] 0.05901282 0.11802564 0.9409872 [957,] 0.05892126 0.11784252 0.9410787 [958,] 0.05938831 0.11877662 0.9406117 [959,] 0.05412480 0.10824960 0.9458752 [960,] 0.04994515 0.09989031 0.9500548 [961,] 0.04540037 0.09080075 0.9545996 [962,] 0.04316909 0.08633818 0.9568309 [963,] 0.05220009 0.10440019 0.9477999 [964,] 0.04610145 0.09220291 0.9538985 [965,] 0.04115646 0.08231291 0.9588435 [966,] 0.04990278 0.09980556 0.9500972 [967,] 0.04389671 0.08779342 0.9561033 [968,] 0.04007990 0.08015981 0.9599201 [969,] 0.03494885 0.06989770 0.9650511 [970,] 0.04599514 0.09199028 0.9540049 [971,] 0.06353366 0.12706733 0.9364663 [972,] 0.05668170 0.11336339 0.9433183 [973,] 0.05316001 0.10632002 0.9468400 [974,] 0.04751083 0.09502165 0.9524892 [975,] 0.04311686 0.08623372 0.9568831 [976,] 0.04477377 0.08954754 0.9552262 [977,] 0.03920920 0.07841841 0.9607908 [978,] 0.03516829 0.07033659 0.9648317 [979,] 0.03054930 0.06109860 0.9694507 [980,] 0.07041763 0.14083526 0.9295824 [981,] 0.06350044 0.12700089 0.9364996 [982,] 0.07753342 0.15506684 0.9224666 [983,] 0.06909220 0.13818440 0.9309078 [984,] 0.09743993 0.19487986 0.9025601 [985,] 0.08980339 0.17960679 0.9101966 [986,] 0.15011013 0.30022027 0.8498899 [987,] 0.15203738 0.30407476 0.8479626 [988,] 0.21509600 0.43019199 0.7849040 [989,] 0.19692820 0.39385640 0.8030718 [990,] 0.18317817 0.36635633 0.8168218 [991,] 0.16876091 0.33752181 0.8312391 [992,] 0.15197116 0.30394231 0.8480288 [993,] 0.19342327 0.38684654 0.8065767 [994,] 0.19515671 0.39031342 0.8048433 [995,] 0.21270387 0.42540773 0.7872961 [996,] 0.19305169 0.38610338 0.8069483 [997,] 0.27717698 0.55435396 0.7228230 [998,] 0.26779096 0.53558193 0.7322090 [999,] 0.25260722 0.50521443 0.7473928 [1000,] 0.23182276 0.46364552 0.7681772 [1001,] 0.27654928 0.55309857 0.7234507 [1002,] 0.32304321 0.64608642 0.6769568 [1003,] 0.31505890 0.63011780 0.6849411 [1004,] 0.31408063 0.62816127 0.6859194 [1005,] 0.28869552 0.57739103 0.7113045 [1006,] 0.30733769 0.61467539 0.6926623 [1007,] 0.36017621 0.72035242 0.6398238 [1008,] 0.34777736 0.69555472 0.6522226 [1009,] 0.32387679 0.64775358 0.6761232 [1010,] 0.31152272 0.62304545 0.6884773 [1011,] 0.31902749 0.63805498 0.6809725 [1012,] 0.33198339 0.66396679 0.6680166 [1013,] 0.30553457 0.61106913 0.6944654 [1014,] 0.31620093 0.63240185 0.6837991 [1015,] 0.29493025 0.58986051 0.7050697 [1016,] 0.27039825 0.54079651 0.7296017 [1017,] 0.24601415 0.49202831 0.7539858 [1018,] 0.22969956 0.45939911 0.7703004 [1019,] 0.20682544 0.41365087 0.7931746 [1020,] 0.18965950 0.37931901 0.8103405 [1021,] 0.17995664 0.35991328 0.8200434 [1022,] 0.16580464 0.33160929 0.8341954 [1023,] 0.23012967 0.46025934 0.7698703 [1024,] 0.21170818 0.42341635 0.7882918 [1025,] 0.19115100 0.38230201 0.8088490 [1026,] 0.17568814 0.35137628 0.8243119 [1027,] 0.18917262 0.37834523 0.8108274 [1028,] 0.16911493 0.33822986 0.8308851 [1029,] 0.16646352 0.33292705 0.8335365 [1030,] 0.17384529 0.34769058 0.8261547 [1031,] 0.16010884 0.32021768 0.8398912 [1032,] 0.17818671 0.35637343 0.8218133 [1033,] 0.17125004 0.34250008 0.8287500 [1034,] 0.16257989 0.32515979 0.8374201 [1035,] 0.14947897 0.29895795 0.8505210 [1036,] 0.19523384 0.39046767 0.8047662 [1037,] 0.17199333 0.34398666 0.8280067 [1038,] 0.48309709 0.96619418 0.5169029 [1039,] 0.44704102 0.89408205 0.5529590 [1040,] 0.42606357 0.85212714 0.5739364 [1041,] 0.40863913 0.81727826 0.5913609 [1042,] 0.64276416 0.71447169 0.3572358 [1043,] 0.60681187 0.78637626 0.3931881 [1044,] 0.61092869 0.77814263 0.3890713 [1045,] 0.57988622 0.84022757 0.4201138 [1046,] 0.54324490 0.91351020 0.4567551 [1047,] 0.51051100 0.97897800 0.4894890 [1048,] 0.48657451 0.97314902 0.5134255 [1049,] 0.44867424 0.89734849 0.5513258 [1050,] 0.40989345 0.81978689 0.5901066 [1051,] 0.39246471 0.78492941 0.6075353 [1052,] 0.37507583 0.75015166 0.6249242 [1053,] 0.37987171 0.75974343 0.6201283 [1054,] 0.43114348 0.86228696 0.5688565 [1055,] 0.43320404 0.86640807 0.5667960 [1056,] 0.50170272 0.99659456 0.4982973 [1057,] 0.53977980 0.92044040 0.4602202 [1058,] 0.49686580 0.99373161 0.5031342 [1059,] 0.47304693 0.94609386 0.5269531 [1060,] 0.43668224 0.87336448 0.5633178 [1061,] 0.39354997 0.78709995 0.6064500 [1062,] 0.38057018 0.76114035 0.6194298 [1063,] 0.33920254 0.67840508 0.6607975 [1064,] 0.37724976 0.75449951 0.6227502 [1065,] 0.33826903 0.67653806 0.6617310 [1066,] 0.33866021 0.67732041 0.6613398 [1067,] 0.32859478 0.65718956 0.6714052 [1068,] 0.28720291 0.57440582 0.7127971 [1069,] 0.25064061 0.50128121 0.7493594 [1070,] 0.21785232 0.43570464 0.7821477 [1071,] 0.20008047 0.40016094 0.7999195 [1072,] 0.27316569 0.54633138 0.7268343 [1073,] 0.36192163 0.72384325 0.6380784 [1074,] 0.35688749 0.71377499 0.6431125 [1075,] 0.41771663 0.83543326 0.5822834 [1076,] 0.60665639 0.78668722 0.3933436 [1077,] 0.64286245 0.71427511 0.3571376 [1078,] 0.60373654 0.79252692 0.3962635 [1079,] 0.64600407 0.70799187 0.3539959 [1080,] 0.59912480 0.80175040 0.4008752 [1081,] 0.55360349 0.89279301 0.4463965 [1082,] 0.55014941 0.89970117 0.4498506 [1083,] 0.53814587 0.92370826 0.4618541 [1084,] 0.66927232 0.66145535 0.3307277 [1085,] 0.60510014 0.78979972 0.3948999 [1086,] 0.55644480 0.88711041 0.4435552 [1087,] 0.49369259 0.98738518 0.5063074 [1088,] 0.42343953 0.84687906 0.5765605 [1089,] 0.41784896 0.83569791 0.5821510 [1090,] 0.37759110 0.75518219 0.6224089 [1091,] 0.40316012 0.80632025 0.5968399 [1092,] 0.43619551 0.87239103 0.5638045 [1093,] 0.60940745 0.78118509 0.3905925 [1094,] 0.62157114 0.75685771 0.3784289 [1095,] 0.52071939 0.95856122 0.4792806 [1096,] 0.41343290 0.82686579 0.5865671 [1097,] 0.41691530 0.83383060 0.5830847 [1098,] 0.30108239 0.60216479 0.6989176 [1099,] 0.20290719 0.40581439 0.7970928 [1100,] 0.14837573 0.29675147 0.8516243 > postscript(file="/var/www/rcomp/tmp/1jyou1323863503.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index') > points(x[,1]-mysum$resid) > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/2m95r1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index') > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/3cp7m1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals') > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/4p9x91323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals') > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/5vedn1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > qqnorm(mysum$resid, main='Residual Normal Q-Q Plot') > qqline(mysum$resid) > grid() > dev.off() null device 1 > (myerror <- as.ts(mysum$resid)) Time Series: Start = 1 End = 1115 Frequency = 1 1 2 3 4 5 6 -352.313152 104.270413 845.423604 240.091343 391.423604 -198.335156 7 8 9 10 11 12 355.985321 -383.156845 48.048659 247.048659 -234.202801 -989.202801 13 14 15 16 17 18 -151.223481 7.721669 379.444258 196.776519 139.982023 197.314285 19 20 21 22 23 24 -50.353862 -461.685715 463.314285 -606.299011 493.314285 -79.622378 25 26 27 28 29 30 -349.752351 -174.214585 -297.622378 492.172119 -112.290524 49.323180 31 32 33 34 35 36 -374.365647 -297.622378 -79.752351 267.117268 -908.420497 -175.290116 37 38 39 40 41 42 -283.084612 95.247649 130.322772 -185.344967 -884.420497 -692.697908 43 44 45 46 47 48 -700.827881 697.247241 319.579503 27.172119 -556.882732 -899.827881 49 50 51 52 53 54 801.192799 756.785415 -266.290116 341.990918 601.192799 259.117268 55 56 57 58 59 60 201.785415 -283.084612 16.785415 849.730564 -42.697908 242.171710 61 62 63 64 65 66 -59.344967 -78.807201 -1313.677228 -440.970048 270.029952 -279.302309 67 68 69 70 71 72 -140.487133 146.697691 -137.226779 -234.743864 5.924283 -367.336072 73 74 75 76 77 78 162.180605 361.180605 -254.487133 -142.432282 42.567718 -278.357160 79 80 81 82 83 84 399.235456 -54.356752 -109.667925 -332.894517 85.643248 768.512867 85 86 87 88 89 90 346.924283 -170.356752 545.848752 -439.894517 561.331667 418.105075 91 92 93 94 95 96 85.567718 -372.432282 142.718779 1327.105075 62.642840 298.029952 97 98 99 100 101 102 199.235456 -277.281629 63.718371 419.105483 -595.487133 697.567718 103 104 105 106 107 108 -199.356752 -837.970048 500.643248 -139.356752 257.512867 -299.356752 109 110 111 112 113 114 -249.743456 -134.356752 49.235456 -150.894925 -145.281221 582.029952 115 116 117 118 119 120 -411.915605 213.029952 260.697691 -46.487133 1494.407606 213.105483 121 122 123 124 125 126 -168.411602 591.588398 630.848752 473.235456 -263.613483 -779.743456 127 128 129 130 131 132 342.512867 -240.894517 427.512867 -296.743456 -575.894517 -521.281221 133 134 135 136 137 138 -648.970048 28.567718 -162.432282 -85.432282 318.642840 120.643248 139 140 141 142 143 144 20.105483 -292.689013 -152.432282 -169.487133 292.697691 540.643248 145 146 147 148 149 150 71.975102 -630.507813 398.643248 28.643248 73.050632 885.773221 151 152 153 154 155 156 -81.377840 -1230.764544 -182.432282 591.588398 -352.302309 -126.818986 157 158 159 160 161 162 -312.432282 -604.819395 -108.226779 20.105075 -76.773595 432.642840 163 164 165 166 167 168 -449.226779 143.512867 99.105483 -321.764544 77.180605 264.105483 169 170 171 172 173 174 -233.583499 681.038848 336.093290 -175.906710 709.631055 292.479994 175 176 177 178 179 180 -556.348265 -349.091534 -165.498918 -335.423387 -71.016003 110.244351 181 182 183 184 185 186 -629.906710 151.038848 -315.574448 195.244351 -490.734561 -74.217883 187 188 189 190 191 192 350.631055 -59.886030 -442.886030 222.963317 161.908466 -28.961152 193 194 195 196 197 198 -447.680118 -758.961152 387.963317 19.908466 717.521762 -93.016003 199 200 201 202 203 204 421.038848 -308.574448 -86.906710 308.168821 462.576613 -925.112214 205 206 207 208 209 210 800.501082 389.038848 -463.091534 -536.906710 -200.498918 -212.498918 211 212 213 214 215 216 131.963317 -723.574448 -258.574448 -384.444475 971.038848 -112.478238 217 218 219 220 221 222 851.038848 -104.368945 365.168821 -109.574448 -45.112214 -52.574448 223 224 225 226 227 228 -1032.036683 593.038439 -60.831179 244.576613 -235.091534 -251.574448 229 230 231 232 233 234 -108.961152 -39.036683 691.706586 -47.444475 451.038439 247.038848 235 236 237 238 239 240 109.168821 58.470943 345.501082 -507.423387 -6.036683 103.963317 241 242 243 244 245 246 -988.629299 701.908466 -296.906710 -274.293414 380.576205 -118.037091 247 248 249 250 251 252 251.933178 389.114378 -192.423387 124.857647 -173.961561 9.631055 253 254 255 256 257 258 -19.368945 -230.368945 376.038848 42.706586 146.425552 -1002.885622 259 260 261 262 263 264 -512.036683 -388.831179 18.963317 -140.498918 -38.498918 -413.961152 265 266 267 268 269 270 309.038439 269.631055 104.908466 -60.831179 420.017759 -534.498918 271 272 273 274 275 276 -180.036683 222.093290 707.576613 -805.036683 527.963317 942.501082 277 278 279 280 281 282 95.395413 -140.368945 -187.755649 -541.574448 -33.831179 -860.574448 283 284 285 286 287 288 -372.961561 494.501082 242.434039 18.304065 168.358916 400.026655 289 290 291 292 293 294 108.896681 435.434447 107.821151 -226.973345 23.896681 -141.028196 295 296 297 298 299 300 -318.178849 38.228535 479.841831 -587.641084 10.304065 236.358916 301 302 303 304 305 306 -85.103319 100.434039 236.358916 -677.027788 -160.490023 -454.641084 307 308 309 310 311 312 -330.490023 948.304065 436.304065 21.434447 350.358916 -268.565961 313 314 315 316 317 318 -411.641084 422.841831 -330.695935 -161.641084 218.244195 433.358916 319 320 321 322 323 324 -255.103727 199.896273 323.304065 639.358508 128.358508 76.168665 325 326 327 328 329 330 181.304065 265.434447 293.358916 -288.178849 -189.641084 -156.511111 331 332 333 334 335 336 299.434039 607.304065 408.379596 -678.801604 750.841831 -188.695935 337 338 339 340 341 342 127.564420 43.715481 -631.641084 -1078.178849 -893.565961 607.304065 343 344 345 346 347 348 -188.695935 806.379596 -46.771465 -458.158169 -672.641084 -225.103319 349 350 351 352 353 354 -329.620404 341.896273 -401.641084 -29.716615 301.047743 1096.564420 355 356 357 358 359 360 -609.565961 607.304065 -46.695935 103.102185 -232.103319 58.358916 361 362 363 364 365 366 -429.952257 -553.641492 -301.695935 1034.379596 400.434447 -303.187900 367 368 369 370 371 372 -358.695935 763.047743 -486.158169 -386.695935 -153.057927 -1107.028196 373 374 375 376 377 378 -261.641084 -59.339370 676.896681 -185.511111 222.972212 -38.178849 379 380 381 382 383 384 71.564420 448.821151 -188.771465 139.896681 -189.641084 -301.695935 385 386 387 388 389 390 -416.641084 -33.103319 -274.565553 261.304065 73.488889 -990.103319 391 392 393 394 395 396 442.585100 -318.178849 394.841831 -330.490023 1134.304065 293.434447 397 398 399 400 401 402 16.564420 166.766300 -530.641084 -983.695935 -46.695935 66.358916 403 404 405 406 407 408 -300.490023 29.283385 -749.716615 -316.233700 166.766300 43.488889 409 410 411 412 413 414 -391.641084 -173.435580 198.358916 179.283385 -709.028196 -333.187900 415 416 417 418 419 420 -772.103319 -801.254380 166.766300 -479.716615 -569.931577 619.896681 421 422 423 424 425 426 -368.028196 180.509977 -388.641084 -98.565961 6.564420 -615.565553 427 428 429 430 431 432 124.379596 53.841831 236.564420 635.304065 294.228535 -101.641084 433 434 435 436 437 438 -17.695935 -833.771465 392.379596 -384.716615 707.917361 142.896273 439 440 441 442 443 444 -496.565961 95.434447 -399.028196 -126.284519 692.304065 632.379596 445 446 447 448 449 450 548.358916 -160.771465 208.358916 236.358916 -396.897815 -552.565961 451 452 453 454 455 456 165.972212 34.896681 -40.103319 -275.103319 -430.233700 273.358916 457 458 459 460 461 462 507.766300 -783.469343 224.992892 -615.641084 -742.158169 -515.233700 463 464 465 466 467 468 -572.233700 721.379596 81.841831 366.564420 209.304065 -74.695935 469 470 471 472 473 474 -808.565961 181.304065 10.304065 -118.103319 -825.952257 238.358916 475 476 477 478 479 480 335.896681 -905.565961 -387.490023 238.304065 -525.511111 151.434447 481 482 483 484 485 486 834.304065 788.358916 -530.641084 -188.695935 -93.435580 -1144.716615 487 488 489 490 491 492 -325.103319 -14.511111 -670.620404 10.304065 127.488889 -595.103319 493 494 495 496 497 498 9.434447 91.434447 264.358916 -241.641084 25.992892 148.358916 499 500 501 502 503 504 664.304065 151.434447 -330.771465 66.434447 57.026655 85.026655 505 506 507 508 509 510 -441.641084 280.841831 152.304065 306.821151 264.358916 323.745620 511 512 513 514 515 516 151.564420 -902.027788 -299.973345 380.379596 365.841831 550.304065 517 518 519 520 521 522 -104.641084 -431.178849 184.488889 -175.103319 -74.771465 157.434039 523 524 525 526 527 528 10.304065 95.304065 101.509569 -42.435580 57.972212 -274.641084 529 530 531 532 533 534 384.896681 356.509569 -335.103319 -525.103319 -607.233700 -131.695935 535 536 537 538 539 540 214.791012 549.358916 -600.695935 28.358916 -132.641084 95.304065 541 542 543 544 545 546 975.358916 93.564420 -48.716615 -713.158169 408.304065 536.917361 547 548 549 550 551 552 338.358916 -366.877135 -245.490023 -199.725665 -244.695935 451.434447 553 554 555 556 557 558 421.821151 791.841831 439.488889 -246.641084 617.379596 169.951124 559 560 561 562 563 564 -600.158169 -46.695935 379.228535 238.304065 504.896681 243.434447 565 566 567 568 569 570 -4.233700 -8.952257 -461.565553 -301.620404 807.766300 279.766300 571 572 573 574 575 576 -346.178849 -410.360050 186.896681 -301.695935 223.841831 39.379596 577 578 579 580 581 582 610.841831 28.026655 524.304065 287.434447 -386.695935 414.253246 583 584 585 586 587 588 -202.158169 -296.414900 266.304065 246.564420 356.434039 -644.641084 589 590 591 592 593 594 -354.565961 -856.725665 -34.178849 -202.952257 -74.695935 -467.620404 595 596 597 598 599 600 961.766300 223.841831 -501.565553 -869.695935 512.379596 513.253246 601 602 603 604 605 606 408.304065 414.896681 -486.158169 568.358916 -9.499074 436.304065 607 608 609 610 611 612 214.715481 284.102185 136.896681 -203.233700 550.304065 471.434447 613 614 615 616 617 618 439.639950 -472.695935 -48.716615 311.951124 -254.716615 123.434447 619 620 621 622 623 624 84.896681 -345.027788 -352.027788 -268.565961 -386.695935 253.358916 625 626 627 628 629 630 133.488889 806.304065 -88.158169 -61.103319 521.821151 324.455127 631 632 633 634 635 636 67.304065 -245.490023 -259.233700 436.304065 -103.435580 -381.360050 637 638 639 640 641 642 -497.284519 -228.952257 242.434039 520.358916 -345.103319 42.564420 643 644 645 646 647 648 364.304065 -195.103319 394.841831 -159.695935 64.896681 -374.178849 649 650 651 652 653 654 -46.695935 326.488889 -427.393812 163.488889 436.304065 412.564420 655 656 657 658 659 660 295.379596 321.358916 705.896681 -351.982396 297.488889 -28.178849 661 662 663 664 665 666 -195.565553 -46.695935 276.434447 209.304065 -217.771465 1150.026655 667 668 669 670 671 672 324.896681 184.488889 364.896681 693.661039 -203.233700 380.283385 673 674 675 676 677 678 292.379596 335.896681 522.304065 -5.103319 268.358916 -595.565961 679 680 681 682 683 684 396.951124 166.821151 -223.178849 351.304065 -468.641492 -345.511111 685 686 687 688 689 690 116.434447 577.358916 -168.952666 408.228535 151.358916 40.455127 691 692 693 694 695 696 -301.695935 124.304065 -249.028196 -18.641084 498.434039 -90.103319 697 698 699 700 701 702 -189.641084 -102.695935 380.304065 512.896681 -588.620404 127.488889 703 704 705 706 707 708 -502.641084 468.564420 -18.565553 9.358916 1145.358916 834.304065 709 710 711 712 713 714 692.304065 -557.695935 -555.876727 515.026655 -46.695935 -1283.103319 715 716 717 718 719 720 28.026655 -609.565961 492.358916 1023.875593 279.766300 479.841831 721 722 723 724 725 726 -42.641492 740.177716 -32.158169 -615.565553 -37.284519 24.896681 727 728 729 730 731 732 -441.178849 228.102185 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-303.641084 -271.469343 -211.565961 876.972212 173.304065 -80.103319 799 800 801 802 803 804 -557.490023 981.434447 -519.801604 351.228535 119.896681 -285.650135 805 806 807 808 809 810 -642.695935 -273.771465 114.509977 -173.178849 -666.565961 -1039.973345 811 812 813 814 815 816 -396.300335 256.775195 298.367811 -180.511267 -326.707719 -832.632597 817 818 819 820 821 822 85.830046 -4.707719 128.754515 -98.838101 156.830046 -56.300335 823 824 825 826 827 828 -397.169954 -534.170362 -71.783250 398.699665 45.422254 -597.245485 829 830 831 832 833 834 611.367811 858.754515 12.216750 71.292281 -36.115512 781.367811 835 836 837 838 839 840 326.292281 -124.707719 -76.124563 141.754515 43.161899 -24.115512 841 842 843 844 845 846 -276.039981 -1021.018893 -24.039981 232.161899 112.754515 226.754515 847 848 849 850 851 852 141.830046 -365.481128 -339.224805 -568.245485 -399.707719 765.678985 853 854 855 856 857 858 -249.707719 -239.577746 313.699665 -180.577746 595.754515 -41.838101 859 860 861 862 863 864 112.754515 -357.783250 -341.245485 697.237430 113.830046 -85.245485 865 866 867 868 869 870 709.754515 72.161899 165.584944 368.754515 -371.245485 -57.245485 871 872 873 874 875 876 14.367811 511.830046 254.754515 -57.245485 99.292281 -38.849886 877 878 879 880 881 882 -207.904736 34.708560 -268.442502 -222.442502 217.150114 388.150114 883 884 885 886 887 888 469.150114 361.095264 -291.753675 -105.849886 444.150114 -140.849886 889 890 891 892 893 894 -349.904736 501.150114 673.019733 617.170794 132.225645 -127.387651 895 896 897 898 899 900 -236.849886 -1075.387651 -51.442502 333.170794 -178.904736 -591.442502 901 902 903 904 905 906 -53.753675 -477.774355 275.095264 396.280088 -96.632345 28.280088 907 908 909 910 911 912 80.280088 133.095264 119.095264 59.150114 742.687880 -80.312120 913 914 915 916 917 918 799.687880 -543.925416 108.829890 -32.774355 -150.904736 -38.849886 919 920 921 922 923 924 449.280088 -195.719912 -833.849886 844.095264 -394.312120 284.280088 925 926 927 928 929 930 503.095264 1014.095264 615.150114 251.225237 -209.925416 -337.387651 931 932 933 934 935 936 18.150114 -336.236590 -347.644382 -193.442502 233.763410 -3.774763 937 938 939 940 941 942 -407.849886 194.149706 -66.849886 -263.904736 -647.291440 351.763002 943 944 945 946 947 948 -775.904736 606.763002 161.095264 -193.366971 332.095264 -393.312120 949 950 951 952 953 954 -9.774355 -74.698824 -365.849886 659.633029 147.633029 547.225645 955 956 957 958 959 960 307.355618 -122.774355 -4.312120 -80.312120 -131.509137 1003.545714 961 962 963 964 965 966 371.083479 1089.490863 -384.324313 436.490863 -374.916521 -112.774511 967 968 969 970 971 972 -273.509137 327.545714 -344.971372 -671.433606 52.083479 -131.509137 973 974 975 976 977 978 -658.046902 194.083479 422.234540 110.028628 -630.992052 -629.840990 979 980 981 982 983 984 -3.971372 -76.454286 323.566394 8.470183 -218.378756 236.415332 985 986 987 988 989 990 314.675687 -70.575773 1425.146817 -169.038007 837.479078 -29.058687 991 992 993 994 995 996 -852.113538 284.886462 -1023.189068 582.554609 -894.575773 227.016843 997 998 999 1000 1001 1002 -95.390949 255.810932 132.630139 913.403548 -407.575773 -512.058687 1003 1004 1005 1006 1007 1008 153.403548 1079.016843 -284.189068 -196.962477 28.146817 -682.189068 1009 1010 1011 1012 1013 1014 -653.113538 -256.058687 -332.575773 70.479078 -467.575773 865.403548 1015 1016 1017 1018 1019 1020 441.424227 -41.500242 411.479078 -383.651303 -438.520922 50.886462 1021 1022 1023 1024 1025 1026 -382.575773 -85.983157 256.961993 71.424227 375.091966 185.348697 1027 1028 1029 1030 1031 1032 -57.189068 -185.596452 -85.113538 1003.016843 356.424227 284.886462 1033 1034 1035 1036 1037 1038 -98.575773 -461.445391 270.424227 568.886462 -369.113538 -108.596452 1039 1040 1041 1042 1043 1044 767.886462 374.146817 -220.445391 -99.651303 868.575289 128.424227 1045 1046 1047 1048 1049 1050 1576.479078 128.348697 -200.058687 396.941313 1193.961993 28.886462 1051 1052 1053 1054 1055 1056 405.016843 -183.575773 156.348697 54.554609 242.424227 -22.983565 1057 1058 1059 1060 1061 1062 -94.521330 312.886462 -297.651303 -455.058687 -545.651303 -362.575773 1063 1064 1065 1066 1067 1068 -554.520922 795.886462 142.886462 313.961993 240.479078 99.348697 1069 1070 1071 1072 1073 1074 339.941313 -270.575773 416.412443 47.282061 247.357592 -536.125323 1075 1076 1077 1078 1079 1080 -235.642408 -93.642408 74.336912 -450.125323 -861.717939 611.874677 1081 1082 1083 1084 1085 1086 332.282061 -790.180173 -1022.180173 -1013.823200 133.357592 -706.125323 1087 1088 1089 1090 1091 1092 -222.255704 175.744296 -415.793469 306.819827 588.357592 -165.180173 1093 1094 1095 1096 1097 1098 90.819827 -108.104643 -448.898731 -632.566877 -394.255704 417.282061 1099 1100 1101 1102 1103 1104 -604.642408 -804.717939 -406.587557 48.357592 -85.255704 -463.717939 1105 1106 1107 1108 1109 1110 46.336912 77.895357 -136.180173 308.412443 -99.663088 -104.663088 1111 1112 1113 1114 1115 -520.717939 729.282061 445.282061 19.282061 -236.717939 > postscript(file="/var/www/rcomp/tmp/6wjjz1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > dum <- cbind(lag(myerror,k=1),myerror) > dum Time Series: Start = 0 End = 1115 Frequency = 1 lag(myerror, k = 1) myerror 0 -352.313152 NA 1 104.270413 -352.313152 2 845.423604 104.270413 3 240.091343 845.423604 4 391.423604 240.091343 5 -198.335156 391.423604 6 355.985321 -198.335156 7 -383.156845 355.985321 8 48.048659 -383.156845 9 247.048659 48.048659 10 -234.202801 247.048659 11 -989.202801 -234.202801 12 -151.223481 -989.202801 13 7.721669 -151.223481 14 379.444258 7.721669 15 196.776519 379.444258 16 139.982023 196.776519 17 197.314285 139.982023 18 -50.353862 197.314285 19 -461.685715 -50.353862 20 463.314285 -461.685715 21 -606.299011 463.314285 22 493.314285 -606.299011 23 -79.622378 493.314285 24 -349.752351 -79.622378 25 -174.214585 -349.752351 26 -297.622378 -174.214585 27 492.172119 -297.622378 28 -112.290524 492.172119 29 49.323180 -112.290524 30 -374.365647 49.323180 31 -297.622378 -374.365647 32 -79.752351 -297.622378 33 267.117268 -79.752351 34 -908.420497 267.117268 35 -175.290116 -908.420497 36 -283.084612 -175.290116 37 95.247649 -283.084612 38 130.322772 95.247649 39 -185.344967 130.322772 40 -884.420497 -185.344967 41 -692.697908 -884.420497 42 -700.827881 -692.697908 43 697.247241 -700.827881 44 319.579503 697.247241 45 27.172119 319.579503 46 -556.882732 27.172119 47 -899.827881 -556.882732 48 801.192799 -899.827881 49 756.785415 801.192799 50 -266.290116 756.785415 51 341.990918 -266.290116 52 601.192799 341.990918 53 259.117268 601.192799 54 201.785415 259.117268 55 -283.084612 201.785415 56 16.785415 -283.084612 57 849.730564 16.785415 58 -42.697908 849.730564 59 242.171710 -42.697908 60 -59.344967 242.171710 61 -78.807201 -59.344967 62 -1313.677228 -78.807201 63 -440.970048 -1313.677228 64 270.029952 -440.970048 65 -279.302309 270.029952 66 -140.487133 -279.302309 67 146.697691 -140.487133 68 -137.226779 146.697691 69 -234.743864 -137.226779 70 5.924283 -234.743864 71 -367.336072 5.924283 72 162.180605 -367.336072 73 361.180605 162.180605 74 -254.487133 361.180605 75 -142.432282 -254.487133 76 42.567718 -142.432282 77 -278.357160 42.567718 78 399.235456 -278.357160 79 -54.356752 399.235456 80 -109.667925 -54.356752 81 -332.894517 -109.667925 82 85.643248 -332.894517 83 768.512867 85.643248 84 346.924283 768.512867 85 -170.356752 346.924283 86 545.848752 -170.356752 87 -439.894517 545.848752 88 561.331667 -439.894517 89 418.105075 561.331667 90 85.567718 418.105075 91 -372.432282 85.567718 92 142.718779 -372.432282 93 1327.105075 142.718779 94 62.642840 1327.105075 95 298.029952 62.642840 96 199.235456 298.029952 97 -277.281629 199.235456 98 63.718371 -277.281629 99 419.105483 63.718371 100 -595.487133 419.105483 101 697.567718 -595.487133 102 -199.356752 697.567718 103 -837.970048 -199.356752 104 500.643248 -837.970048 105 -139.356752 500.643248 106 257.512867 -139.356752 107 -299.356752 257.512867 108 -249.743456 -299.356752 109 -134.356752 -249.743456 110 49.235456 -134.356752 111 -150.894925 49.235456 112 -145.281221 -150.894925 113 582.029952 -145.281221 114 -411.915605 582.029952 115 213.029952 -411.915605 116 260.697691 213.029952 117 -46.487133 260.697691 118 1494.407606 -46.487133 119 213.105483 1494.407606 120 -168.411602 213.105483 121 591.588398 -168.411602 122 630.848752 591.588398 123 473.235456 630.848752 124 -263.613483 473.235456 125 -779.743456 -263.613483 126 342.512867 -779.743456 127 -240.894517 342.512867 128 427.512867 -240.894517 129 -296.743456 427.512867 130 -575.894517 -296.743456 131 -521.281221 -575.894517 132 -648.970048 -521.281221 133 28.567718 -648.970048 134 -162.432282 28.567718 135 -85.432282 -162.432282 136 318.642840 -85.432282 137 120.643248 318.642840 138 20.105483 120.643248 139 -292.689013 20.105483 140 -152.432282 -292.689013 141 -169.487133 -152.432282 142 292.697691 -169.487133 143 540.643248 292.697691 144 71.975102 540.643248 145 -630.507813 71.975102 146 398.643248 -630.507813 147 28.643248 398.643248 148 73.050632 28.643248 149 885.773221 73.050632 150 -81.377840 885.773221 151 -1230.764544 -81.377840 152 -182.432282 -1230.764544 153 591.588398 -182.432282 154 -352.302309 591.588398 155 -126.818986 -352.302309 156 -312.432282 -126.818986 157 -604.819395 -312.432282 158 -108.226779 -604.819395 159 20.105075 -108.226779 160 -76.773595 20.105075 161 432.642840 -76.773595 162 -449.226779 432.642840 163 143.512867 -449.226779 164 99.105483 143.512867 165 -321.764544 99.105483 166 77.180605 -321.764544 167 264.105483 77.180605 168 -233.583499 264.105483 169 681.038848 -233.583499 170 336.093290 681.038848 171 -175.906710 336.093290 172 709.631055 -175.906710 173 292.479994 709.631055 174 -556.348265 292.479994 175 -349.091534 -556.348265 176 -165.498918 -349.091534 177 -335.423387 -165.498918 178 -71.016003 -335.423387 179 110.244351 -71.016003 180 -629.906710 110.244351 181 151.038848 -629.906710 182 -315.574448 151.038848 183 195.244351 -315.574448 184 -490.734561 195.244351 185 -74.217883 -490.734561 186 350.631055 -74.217883 187 -59.886030 350.631055 188 -442.886030 -59.886030 189 222.963317 -442.886030 190 161.908466 222.963317 191 -28.961152 161.908466 192 -447.680118 -28.961152 193 -758.961152 -447.680118 194 387.963317 -758.961152 195 19.908466 387.963317 196 717.521762 19.908466 197 -93.016003 717.521762 198 421.038848 -93.016003 199 -308.574448 421.038848 200 -86.906710 -308.574448 201 308.168821 -86.906710 202 462.576613 308.168821 203 -925.112214 462.576613 204 800.501082 -925.112214 205 389.038848 800.501082 206 -463.091534 389.038848 207 -536.906710 -463.091534 208 -200.498918 -536.906710 209 -212.498918 -200.498918 210 131.963317 -212.498918 211 -723.574448 131.963317 212 -258.574448 -723.574448 213 -384.444475 -258.574448 214 971.038848 -384.444475 215 -112.478238 971.038848 216 851.038848 -112.478238 217 -104.368945 851.038848 218 365.168821 -104.368945 219 -109.574448 365.168821 220 -45.112214 -109.574448 221 -52.574448 -45.112214 222 -1032.036683 -52.574448 223 593.038439 -1032.036683 224 -60.831179 593.038439 225 244.576613 -60.831179 226 -235.091534 244.576613 227 -251.574448 -235.091534 228 -108.961152 -251.574448 229 -39.036683 -108.961152 230 691.706586 -39.036683 231 -47.444475 691.706586 232 451.038439 -47.444475 233 247.038848 451.038439 234 109.168821 247.038848 235 58.470943 109.168821 236 345.501082 58.470943 237 -507.423387 345.501082 238 -6.036683 -507.423387 239 103.963317 -6.036683 240 -988.629299 103.963317 241 701.908466 -988.629299 242 -296.906710 701.908466 243 -274.293414 -296.906710 244 380.576205 -274.293414 245 -118.037091 380.576205 246 251.933178 -118.037091 247 389.114378 251.933178 248 -192.423387 389.114378 249 124.857647 -192.423387 250 -173.961561 124.857647 251 9.631055 -173.961561 252 -19.368945 9.631055 253 -230.368945 -19.368945 254 376.038848 -230.368945 255 42.706586 376.038848 256 146.425552 42.706586 257 -1002.885622 146.425552 258 -512.036683 -1002.885622 259 -388.831179 -512.036683 260 18.963317 -388.831179 261 -140.498918 18.963317 262 -38.498918 -140.498918 263 -413.961152 -38.498918 264 309.038439 -413.961152 265 269.631055 309.038439 266 104.908466 269.631055 267 -60.831179 104.908466 268 420.017759 -60.831179 269 -534.498918 420.017759 270 -180.036683 -534.498918 271 222.093290 -180.036683 272 707.576613 222.093290 273 -805.036683 707.576613 274 527.963317 -805.036683 275 942.501082 527.963317 276 95.395413 942.501082 277 -140.368945 95.395413 278 -187.755649 -140.368945 279 -541.574448 -187.755649 280 -33.831179 -541.574448 281 -860.574448 -33.831179 282 -372.961561 -860.574448 283 494.501082 -372.961561 284 242.434039 494.501082 285 18.304065 242.434039 286 168.358916 18.304065 287 400.026655 168.358916 288 108.896681 400.026655 289 435.434447 108.896681 290 107.821151 435.434447 291 -226.973345 107.821151 292 23.896681 -226.973345 293 -141.028196 23.896681 294 -318.178849 -141.028196 295 38.228535 -318.178849 296 479.841831 38.228535 297 -587.641084 479.841831 298 10.304065 -587.641084 299 236.358916 10.304065 300 -85.103319 236.358916 301 100.434039 -85.103319 302 236.358916 100.434039 303 -677.027788 236.358916 304 -160.490023 -677.027788 305 -454.641084 -160.490023 306 -330.490023 -454.641084 307 948.304065 -330.490023 308 436.304065 948.304065 309 21.434447 436.304065 310 350.358916 21.434447 311 -268.565961 350.358916 312 -411.641084 -268.565961 313 422.841831 -411.641084 314 -330.695935 422.841831 315 -161.641084 -330.695935 316 218.244195 -161.641084 317 433.358916 218.244195 318 -255.103727 433.358916 319 199.896273 -255.103727 320 323.304065 199.896273 321 639.358508 323.304065 322 128.358508 639.358508 323 76.168665 128.358508 324 181.304065 76.168665 325 265.434447 181.304065 326 293.358916 265.434447 327 -288.178849 293.358916 328 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436.490863 965 -112.774511 -374.916521 966 -273.509137 -112.774511 967 327.545714 -273.509137 968 -344.971372 327.545714 969 -671.433606 -344.971372 970 52.083479 -671.433606 971 -131.509137 52.083479 972 -658.046902 -131.509137 973 194.083479 -658.046902 974 422.234540 194.083479 975 110.028628 422.234540 976 -630.992052 110.028628 977 -629.840990 -630.992052 978 -3.971372 -629.840990 979 -76.454286 -3.971372 980 323.566394 -76.454286 981 8.470183 323.566394 982 -218.378756 8.470183 983 236.415332 -218.378756 984 314.675687 236.415332 985 -70.575773 314.675687 986 1425.146817 -70.575773 987 -169.038007 1425.146817 988 837.479078 -169.038007 989 -29.058687 837.479078 990 -852.113538 -29.058687 991 284.886462 -852.113538 992 -1023.189068 284.886462 993 582.554609 -1023.189068 994 -894.575773 582.554609 995 227.016843 -894.575773 996 -95.390949 227.016843 997 255.810932 -95.390949 998 132.630139 255.810932 999 913.403548 132.630139 1000 -407.575773 913.403548 1001 -512.058687 -407.575773 1002 153.403548 -512.058687 1003 1079.016843 153.403548 1004 -284.189068 1079.016843 1005 -196.962477 -284.189068 1006 28.146817 -196.962477 1007 -682.189068 28.146817 1008 -653.113538 -682.189068 1009 -256.058687 -653.113538 1010 -332.575773 -256.058687 1011 70.479078 -332.575773 1012 -467.575773 70.479078 1013 865.403548 -467.575773 1014 441.424227 865.403548 1015 -41.500242 441.424227 1016 411.479078 -41.500242 1017 -383.651303 411.479078 1018 -438.520922 -383.651303 1019 50.886462 -438.520922 1020 -382.575773 50.886462 1021 -85.983157 -382.575773 1022 256.961993 -85.983157 1023 71.424227 256.961993 1024 375.091966 71.424227 1025 185.348697 375.091966 1026 -57.189068 185.348697 1027 -185.596452 -57.189068 1028 -85.113538 -185.596452 1029 1003.016843 -85.113538 1030 356.424227 1003.016843 1031 284.886462 356.424227 1032 -98.575773 284.886462 1033 -461.445391 -98.575773 1034 270.424227 -461.445391 1035 568.886462 270.424227 1036 -369.113538 568.886462 1037 -108.596452 -369.113538 1038 767.886462 -108.596452 1039 374.146817 767.886462 1040 -220.445391 374.146817 1041 -99.651303 -220.445391 1042 868.575289 -99.651303 1043 128.424227 868.575289 1044 1576.479078 128.424227 1045 128.348697 1576.479078 1046 -200.058687 128.348697 1047 396.941313 -200.058687 1048 1193.961993 396.941313 1049 28.886462 1193.961993 1050 405.016843 28.886462 1051 -183.575773 405.016843 1052 156.348697 -183.575773 1053 54.554609 156.348697 1054 242.424227 54.554609 1055 -22.983565 242.424227 1056 -94.521330 -22.983565 1057 312.886462 -94.521330 1058 -297.651303 312.886462 1059 -455.058687 -297.651303 1060 -545.651303 -455.058687 1061 -362.575773 -545.651303 1062 -554.520922 -362.575773 1063 795.886462 -554.520922 1064 142.886462 795.886462 1065 313.961993 142.886462 1066 240.479078 313.961993 1067 99.348697 240.479078 1068 339.941313 99.348697 1069 -270.575773 339.941313 1070 416.412443 -270.575773 1071 47.282061 416.412443 1072 247.357592 47.282061 1073 -536.125323 247.357592 1074 -235.642408 -536.125323 1075 -93.642408 -235.642408 1076 74.336912 -93.642408 1077 -450.125323 74.336912 1078 -861.717939 -450.125323 1079 611.874677 -861.717939 1080 332.282061 611.874677 1081 -790.180173 332.282061 1082 -1022.180173 -790.180173 1083 -1013.823200 -1022.180173 1084 133.357592 -1013.823200 1085 -706.125323 133.357592 1086 -222.255704 -706.125323 1087 175.744296 -222.255704 1088 -415.793469 175.744296 1089 306.819827 -415.793469 1090 588.357592 306.819827 1091 -165.180173 588.357592 1092 90.819827 -165.180173 1093 -108.104643 90.819827 1094 -448.898731 -108.104643 1095 -632.566877 -448.898731 1096 -394.255704 -632.566877 1097 417.282061 -394.255704 1098 -604.642408 417.282061 1099 -804.717939 -604.642408 1100 -406.587557 -804.717939 1101 48.357592 -406.587557 1102 -85.255704 48.357592 1103 -463.717939 -85.255704 1104 46.336912 -463.717939 1105 77.895357 46.336912 1106 -136.180173 77.895357 1107 308.412443 -136.180173 1108 -99.663088 308.412443 1109 -104.663088 -99.663088 1110 -520.717939 -104.663088 1111 729.282061 -520.717939 1112 445.282061 729.282061 1113 19.282061 445.282061 1114 -236.717939 19.282061 1115 NA -236.717939 > dum1 <- dum[2:length(myerror),] > dum1 lag(myerror, k = 1) myerror [1,] 104.270413 -352.313152 [2,] 845.423604 104.270413 [3,] 240.091343 845.423604 [4,] 391.423604 240.091343 [5,] -198.335156 391.423604 [6,] 355.985321 -198.335156 [7,] -383.156845 355.985321 [8,] 48.048659 -383.156845 [9,] 247.048659 48.048659 [10,] -234.202801 247.048659 [11,] -989.202801 -234.202801 [12,] -151.223481 -989.202801 [13,] 7.721669 -151.223481 [14,] 379.444258 7.721669 [15,] 196.776519 379.444258 [16,] 139.982023 196.776519 [17,] 197.314285 139.982023 [18,] -50.353862 197.314285 [19,] -461.685715 -50.353862 [20,] 463.314285 -461.685715 [21,] -606.299011 463.314285 [22,] 493.314285 -606.299011 [23,] -79.622378 493.314285 [24,] -349.752351 -79.622378 [25,] -174.214585 -349.752351 [26,] -297.622378 -174.214585 [27,] 492.172119 -297.622378 [28,] -112.290524 492.172119 [29,] 49.323180 -112.290524 [30,] -374.365647 49.323180 [31,] -297.622378 -374.365647 [32,] -79.752351 -297.622378 [33,] 267.117268 -79.752351 [34,] -908.420497 267.117268 [35,] -175.290116 -908.420497 [36,] -283.084612 -175.290116 [37,] 95.247649 -283.084612 [38,] 130.322772 95.247649 [39,] -185.344967 130.322772 [40,] -884.420497 -185.344967 [41,] -692.697908 -884.420497 [42,] -700.827881 -692.697908 [43,] 697.247241 -700.827881 [44,] 319.579503 697.247241 [45,] 27.172119 319.579503 [46,] -556.882732 27.172119 [47,] -899.827881 -556.882732 [48,] 801.192799 -899.827881 [49,] 756.785415 801.192799 [50,] -266.290116 756.785415 [51,] 341.990918 -266.290116 [52,] 601.192799 341.990918 [53,] 259.117268 601.192799 [54,] 201.785415 259.117268 [55,] -283.084612 201.785415 [56,] 16.785415 -283.084612 [57,] 849.730564 16.785415 [58,] -42.697908 849.730564 [59,] 242.171710 -42.697908 [60,] -59.344967 242.171710 [61,] -78.807201 -59.344967 [62,] -1313.677228 -78.807201 [63,] -440.970048 -1313.677228 [64,] 270.029952 -440.970048 [65,] -279.302309 270.029952 [66,] -140.487133 -279.302309 [67,] 146.697691 -140.487133 [68,] -137.226779 146.697691 [69,] -234.743864 -137.226779 [70,] 5.924283 -234.743864 [71,] -367.336072 5.924283 [72,] 162.180605 -367.336072 [73,] 361.180605 162.180605 [74,] -254.487133 361.180605 [75,] -142.432282 -254.487133 [76,] 42.567718 -142.432282 [77,] -278.357160 42.567718 [78,] 399.235456 -278.357160 [79,] -54.356752 399.235456 [80,] -109.667925 -54.356752 [81,] -332.894517 -109.667925 [82,] 85.643248 -332.894517 [83,] 768.512867 85.643248 [84,] 346.924283 768.512867 [85,] -170.356752 346.924283 [86,] 545.848752 -170.356752 [87,] -439.894517 545.848752 [88,] 561.331667 -439.894517 [89,] 418.105075 561.331667 [90,] 85.567718 418.105075 [91,] -372.432282 85.567718 [92,] 142.718779 -372.432282 [93,] 1327.105075 142.718779 [94,] 62.642840 1327.105075 [95,] 298.029952 62.642840 [96,] 199.235456 298.029952 [97,] -277.281629 199.235456 [98,] 63.718371 -277.281629 [99,] 419.105483 63.718371 [100,] -595.487133 419.105483 [101,] 697.567718 -595.487133 [102,] -199.356752 697.567718 [103,] -837.970048 -199.356752 [104,] 500.643248 -837.970048 [105,] -139.356752 500.643248 [106,] 257.512867 -139.356752 [107,] -299.356752 257.512867 [108,] -249.743456 -299.356752 [109,] -134.356752 -249.743456 [110,] 49.235456 -134.356752 [111,] -150.894925 49.235456 [112,] -145.281221 -150.894925 [113,] 582.029952 -145.281221 [114,] -411.915605 582.029952 [115,] 213.029952 -411.915605 [116,] 260.697691 213.029952 [117,] -46.487133 260.697691 [118,] 1494.407606 -46.487133 [119,] 213.105483 1494.407606 [120,] -168.411602 213.105483 [121,] 591.588398 -168.411602 [122,] 630.848752 591.588398 [123,] 473.235456 630.848752 [124,] -263.613483 473.235456 [125,] -779.743456 -263.613483 [126,] 342.512867 -779.743456 [127,] -240.894517 342.512867 [128,] 427.512867 -240.894517 [129,] -296.743456 427.512867 [130,] -575.894517 -296.743456 [131,] -521.281221 -575.894517 [132,] -648.970048 -521.281221 [133,] 28.567718 -648.970048 [134,] -162.432282 28.567718 [135,] -85.432282 -162.432282 [136,] 318.642840 -85.432282 [137,] 120.643248 318.642840 [138,] 20.105483 120.643248 [139,] -292.689013 20.105483 [140,] -152.432282 -292.689013 [141,] -169.487133 -152.432282 [142,] 292.697691 -169.487133 [143,] 540.643248 292.697691 [144,] 71.975102 540.643248 [145,] -630.507813 71.975102 [146,] 398.643248 -630.507813 [147,] 28.643248 398.643248 [148,] 73.050632 28.643248 [149,] 885.773221 73.050632 [150,] -81.377840 885.773221 [151,] -1230.764544 -81.377840 [152,] -182.432282 -1230.764544 [153,] 591.588398 -182.432282 [154,] -352.302309 591.588398 [155,] -126.818986 -352.302309 [156,] -312.432282 -126.818986 [157,] -604.819395 -312.432282 [158,] -108.226779 -604.819395 [159,] 20.105075 -108.226779 [160,] -76.773595 20.105075 [161,] 432.642840 -76.773595 [162,] -449.226779 432.642840 [163,] 143.512867 -449.226779 [164,] 99.105483 143.512867 [165,] -321.764544 99.105483 [166,] 77.180605 -321.764544 [167,] 264.105483 77.180605 [168,] -233.583499 264.105483 [169,] 681.038848 -233.583499 [170,] 336.093290 681.038848 [171,] -175.906710 336.093290 [172,] 709.631055 -175.906710 [173,] 292.479994 709.631055 [174,] -556.348265 292.479994 [175,] -349.091534 -556.348265 [176,] -165.498918 -349.091534 [177,] -335.423387 -165.498918 [178,] -71.016003 -335.423387 [179,] 110.244351 -71.016003 [180,] -629.906710 110.244351 [181,] 151.038848 -629.906710 [182,] -315.574448 151.038848 [183,] 195.244351 -315.574448 [184,] -490.734561 195.244351 [185,] -74.217883 -490.734561 [186,] 350.631055 -74.217883 [187,] -59.886030 350.631055 [188,] -442.886030 -59.886030 [189,] 222.963317 -442.886030 [190,] 161.908466 222.963317 [191,] -28.961152 161.908466 [192,] -447.680118 -28.961152 [193,] -758.961152 -447.680118 [194,] 387.963317 -758.961152 [195,] 19.908466 387.963317 [196,] 717.521762 19.908466 [197,] -93.016003 717.521762 [198,] 421.038848 -93.016003 [199,] -308.574448 421.038848 [200,] -86.906710 -308.574448 [201,] 308.168821 -86.906710 [202,] 462.576613 308.168821 [203,] -925.112214 462.576613 [204,] 800.501082 -925.112214 [205,] 389.038848 800.501082 [206,] -463.091534 389.038848 [207,] -536.906710 -463.091534 [208,] -200.498918 -536.906710 [209,] -212.498918 -200.498918 [210,] 131.963317 -212.498918 [211,] -723.574448 131.963317 [212,] -258.574448 -723.574448 [213,] -384.444475 -258.574448 [214,] 971.038848 -384.444475 [215,] -112.478238 971.038848 [216,] 851.038848 -112.478238 [217,] -104.368945 851.038848 [218,] 365.168821 -104.368945 [219,] -109.574448 365.168821 [220,] -45.112214 -109.574448 [221,] -52.574448 -45.112214 [222,] -1032.036683 -52.574448 [223,] 593.038439 -1032.036683 [224,] -60.831179 593.038439 [225,] 244.576613 -60.831179 [226,] -235.091534 244.576613 [227,] -251.574448 -235.091534 [228,] -108.961152 -251.574448 [229,] -39.036683 -108.961152 [230,] 691.706586 -39.036683 [231,] -47.444475 691.706586 [232,] 451.038439 -47.444475 [233,] 247.038848 451.038439 [234,] 109.168821 247.038848 [235,] 58.470943 109.168821 [236,] 345.501082 58.470943 [237,] -507.423387 345.501082 [238,] -6.036683 -507.423387 [239,] 103.963317 -6.036683 [240,] -988.629299 103.963317 [241,] 701.908466 -988.629299 [242,] -296.906710 701.908466 [243,] -274.293414 -296.906710 [244,] 380.576205 -274.293414 [245,] -118.037091 380.576205 [246,] 251.933178 -118.037091 [247,] 389.114378 251.933178 [248,] -192.423387 389.114378 [249,] 124.857647 -192.423387 [250,] -173.961561 124.857647 [251,] 9.631055 -173.961561 [252,] -19.368945 9.631055 [253,] -230.368945 -19.368945 [254,] 376.038848 -230.368945 [255,] 42.706586 376.038848 [256,] 146.425552 42.706586 [257,] -1002.885622 146.425552 [258,] -512.036683 -1002.885622 [259,] -388.831179 -512.036683 [260,] 18.963317 -388.831179 [261,] -140.498918 18.963317 [262,] -38.498918 -140.498918 [263,] -413.961152 -38.498918 [264,] 309.038439 -413.961152 [265,] 269.631055 309.038439 [266,] 104.908466 269.631055 [267,] -60.831179 104.908466 [268,] 420.017759 -60.831179 [269,] -534.498918 420.017759 [270,] -180.036683 -534.498918 [271,] 222.093290 -180.036683 [272,] 707.576613 222.093290 [273,] -805.036683 707.576613 [274,] 527.963317 -805.036683 [275,] 942.501082 527.963317 [276,] 95.395413 942.501082 [277,] -140.368945 95.395413 [278,] -187.755649 -140.368945 [279,] -541.574448 -187.755649 [280,] -33.831179 -541.574448 [281,] -860.574448 -33.831179 [282,] -372.961561 -860.574448 [283,] 494.501082 -372.961561 [284,] 242.434039 494.501082 [285,] 18.304065 242.434039 [286,] 168.358916 18.304065 [287,] 400.026655 168.358916 [288,] 108.896681 400.026655 [289,] 435.434447 108.896681 [290,] 107.821151 435.434447 [291,] -226.973345 107.821151 [292,] 23.896681 -226.973345 [293,] -141.028196 23.896681 [294,] -318.178849 -141.028196 [295,] 38.228535 -318.178849 [296,] 479.841831 38.228535 [297,] -587.641084 479.841831 [298,] 10.304065 -587.641084 [299,] 236.358916 10.304065 [300,] -85.103319 236.358916 [301,] 100.434039 -85.103319 [302,] 236.358916 100.434039 [303,] -677.027788 236.358916 [304,] -160.490023 -677.027788 [305,] -454.641084 -160.490023 [306,] -330.490023 -454.641084 [307,] 948.304065 -330.490023 [308,] 436.304065 948.304065 [309,] 21.434447 436.304065 [310,] 350.358916 21.434447 [311,] -268.565961 350.358916 [312,] -411.641084 -268.565961 [313,] 422.841831 -411.641084 [314,] -330.695935 422.841831 [315,] -161.641084 -330.695935 [316,] 218.244195 -161.641084 [317,] 433.358916 218.244195 [318,] -255.103727 433.358916 [319,] 199.896273 -255.103727 [320,] 323.304065 199.896273 [321,] 639.358508 323.304065 [322,] 128.358508 639.358508 [323,] 76.168665 128.358508 [324,] 181.304065 76.168665 [325,] 265.434447 181.304065 [326,] 293.358916 265.434447 [327,] -288.178849 293.358916 [328,] -189.641084 -288.178849 [329,] -156.511111 -189.641084 [330,] 299.434039 -156.511111 [331,] 607.304065 299.434039 [332,] 408.379596 607.304065 [333,] -678.801604 408.379596 [334,] 750.841831 -678.801604 [335,] -188.695935 750.841831 [336,] 127.564420 -188.695935 [337,] 43.715481 127.564420 [338,] -631.641084 43.715481 [339,] -1078.178849 -631.641084 [340,] -893.565961 -1078.178849 [341,] 607.304065 -893.565961 [342,] -188.695935 607.304065 [343,] 806.379596 -188.695935 [344,] -46.771465 806.379596 [345,] -458.158169 -46.771465 [346,] -672.641084 -458.158169 [347,] -225.103319 -672.641084 [348,] -329.620404 -225.103319 [349,] 341.896273 -329.620404 [350,] -401.641084 341.896273 [351,] -29.716615 -401.641084 [352,] 301.047743 -29.716615 [353,] 1096.564420 301.047743 [354,] -609.565961 1096.564420 [355,] 607.304065 -609.565961 [356,] -46.695935 607.304065 [357,] 103.102185 -46.695935 [358,] -232.103319 103.102185 [359,] 58.358916 -232.103319 [360,] -429.952257 58.358916 [361,] -553.641492 -429.952257 [362,] -301.695935 -553.641492 [363,] 1034.379596 -301.695935 [364,] 400.434447 1034.379596 [365,] -303.187900 400.434447 [366,] -358.695935 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389.639950 [771,] 356.896681 -17.620404 [772,] -32.973345 356.896681 [773,] 123.228535 -32.973345 [774,] 170.896273 123.228535 [775,] -360.641084 170.896273 [776,] -429.158169 -360.641084 [777,] -232.178849 -429.158169 [778,] 233.358916 -232.178849 [779,] 663.434447 233.358916 [780,] 383.564420 663.434447 [781,] 67.304065 383.564420 [782,] -232.103319 67.304065 [783,] -46.414492 -232.103319 [784,] -492.037247 -46.414492 [785,] 25.992892 -492.037247 [786,] -524.490431 25.992892 [787,] -360.263431 -524.490431 [788,] 264.896681 -360.263431 [789,] -331.565553 264.896681 [790,] -104.641084 -331.565553 [791,] -103.565553 -104.641084 [792,] -303.641084 -103.565553 [793,] -271.469343 -303.641084 [794,] -211.565961 -271.469343 [795,] 876.972212 -211.565961 [796,] 173.304065 876.972212 [797,] -80.103319 173.304065 [798,] -557.490023 -80.103319 [799,] 981.434447 -557.490023 [800,] -519.801604 981.434447 [801,] 351.228535 -519.801604 [802,] 119.896681 351.228535 [803,] -285.650135 119.896681 [804,] -642.695935 -285.650135 [805,] -273.771465 -642.695935 [806,] 114.509977 -273.771465 [807,] -173.178849 114.509977 [808,] -666.565961 -173.178849 [809,] -1039.973345 -666.565961 [810,] -396.300335 -1039.973345 [811,] 256.775195 -396.300335 [812,] 298.367811 256.775195 [813,] -180.511267 298.367811 [814,] -326.707719 -180.511267 [815,] -832.632597 -326.707719 [816,] 85.830046 -832.632597 [817,] -4.707719 85.830046 [818,] 128.754515 -4.707719 [819,] -98.838101 128.754515 [820,] 156.830046 -98.838101 [821,] -56.300335 156.830046 [822,] -397.169954 -56.300335 [823,] -534.170362 -397.169954 [824,] -71.783250 -534.170362 [825,] 398.699665 -71.783250 [826,] 45.422254 398.699665 [827,] -597.245485 45.422254 [828,] 611.367811 -597.245485 [829,] 858.754515 611.367811 [830,] 12.216750 858.754515 [831,] 71.292281 12.216750 [832,] -36.115512 71.292281 [833,] 781.367811 -36.115512 [834,] 326.292281 781.367811 [835,] -124.707719 326.292281 [836,] -76.124563 -124.707719 [837,] 141.754515 -76.124563 [838,] 43.161899 141.754515 [839,] -24.115512 43.161899 [840,] -276.039981 -24.115512 [841,] -1021.018893 -276.039981 [842,] -24.039981 -1021.018893 [843,] 232.161899 -24.039981 [844,] 112.754515 232.161899 [845,] 226.754515 112.754515 [846,] 141.830046 226.754515 [847,] -365.481128 141.830046 [848,] -339.224805 -365.481128 [849,] -568.245485 -339.224805 [850,] -399.707719 -568.245485 [851,] 765.678985 -399.707719 [852,] -249.707719 765.678985 [853,] -239.577746 -249.707719 [854,] 313.699665 -239.577746 [855,] -180.577746 313.699665 [856,] 595.754515 -180.577746 [857,] -41.838101 595.754515 [858,] 112.754515 -41.838101 [859,] -357.783250 112.754515 [860,] -341.245485 -357.783250 [861,] 697.237430 -341.245485 [862,] 113.830046 697.237430 [863,] -85.245485 113.830046 [864,] 709.754515 -85.245485 [865,] 72.161899 709.754515 [866,] 165.584944 72.161899 [867,] 368.754515 165.584944 [868,] -371.245485 368.754515 [869,] -57.245485 -371.245485 [870,] 14.367811 -57.245485 [871,] 511.830046 14.367811 [872,] 254.754515 511.830046 [873,] -57.245485 254.754515 [874,] 99.292281 -57.245485 [875,] -38.849886 99.292281 [876,] -207.904736 -38.849886 [877,] 34.708560 -207.904736 [878,] -268.442502 34.708560 [879,] -222.442502 -268.442502 [880,] 217.150114 -222.442502 [881,] 388.150114 217.150114 [882,] 469.150114 388.150114 [883,] 361.095264 469.150114 [884,] -291.753675 361.095264 [885,] -105.849886 -291.753675 [886,] 444.150114 -105.849886 [887,] -140.849886 444.150114 [888,] -349.904736 -140.849886 [889,] 501.150114 -349.904736 [890,] 673.019733 501.150114 [891,] 617.170794 673.019733 [892,] 132.225645 617.170794 [893,] -127.387651 132.225645 [894,] -236.849886 -127.387651 [895,] -1075.387651 -236.849886 [896,] -51.442502 -1075.387651 [897,] 333.170794 -51.442502 [898,] -178.904736 333.170794 [899,] -591.442502 -178.904736 [900,] -53.753675 -591.442502 [901,] -477.774355 -53.753675 [902,] 275.095264 -477.774355 [903,] 396.280088 275.095264 [904,] -96.632345 396.280088 [905,] 28.280088 -96.632345 [906,] 80.280088 28.280088 [907,] 133.095264 80.280088 [908,] 119.095264 133.095264 [909,] 59.150114 119.095264 [910,] 742.687880 59.150114 [911,] -80.312120 742.687880 [912,] 799.687880 -80.312120 [913,] -543.925416 799.687880 [914,] 108.829890 -543.925416 [915,] -32.774355 108.829890 [916,] -150.904736 -32.774355 [917,] -38.849886 -150.904736 [918,] 449.280088 -38.849886 [919,] -195.719912 449.280088 [920,] -833.849886 -195.719912 [921,] 844.095264 -833.849886 [922,] -394.312120 844.095264 [923,] 284.280088 -394.312120 [924,] 503.095264 284.280088 [925,] 1014.095264 503.095264 [926,] 615.150114 1014.095264 [927,] 251.225237 615.150114 [928,] -209.925416 251.225237 [929,] -337.387651 -209.925416 [930,] 18.150114 -337.387651 [931,] -336.236590 18.150114 [932,] -347.644382 -336.236590 [933,] -193.442502 -347.644382 [934,] 233.763410 -193.442502 [935,] -3.774763 233.763410 [936,] -407.849886 -3.774763 [937,] 194.149706 -407.849886 [938,] -66.849886 194.149706 [939,] -263.904736 -66.849886 [940,] -647.291440 -263.904736 [941,] 351.763002 -647.291440 [942,] -775.904736 351.763002 [943,] 606.763002 -775.904736 [944,] 161.095264 606.763002 [945,] -193.366971 161.095264 [946,] 332.095264 -193.366971 [947,] -393.312120 332.095264 [948,] -9.774355 -393.312120 [949,] -74.698824 -9.774355 [950,] -365.849886 -74.698824 [951,] 659.633029 -365.849886 [952,] 147.633029 659.633029 [953,] 547.225645 147.633029 [954,] 307.355618 547.225645 [955,] -122.774355 307.355618 [956,] -4.312120 -122.774355 [957,] -80.312120 -4.312120 [958,] -131.509137 -80.312120 [959,] 1003.545714 -131.509137 [960,] 371.083479 1003.545714 [961,] 1089.490863 371.083479 [962,] -384.324313 1089.490863 [963,] 436.490863 -384.324313 [964,] -374.916521 436.490863 [965,] -112.774511 -374.916521 [966,] -273.509137 -112.774511 [967,] 327.545714 -273.509137 [968,] -344.971372 327.545714 [969,] -671.433606 -344.971372 [970,] 52.083479 -671.433606 [971,] -131.509137 52.083479 [972,] -658.046902 -131.509137 [973,] 194.083479 -658.046902 [974,] 422.234540 194.083479 [975,] 110.028628 422.234540 [976,] -630.992052 110.028628 [977,] -629.840990 -630.992052 [978,] -3.971372 -629.840990 [979,] -76.454286 -3.971372 [980,] 323.566394 -76.454286 [981,] 8.470183 323.566394 [982,] -218.378756 8.470183 [983,] 236.415332 -218.378756 [984,] 314.675687 236.415332 [985,] -70.575773 314.675687 [986,] 1425.146817 -70.575773 [987,] -169.038007 1425.146817 [988,] 837.479078 -169.038007 [989,] -29.058687 837.479078 [990,] -852.113538 -29.058687 [991,] 284.886462 -852.113538 [992,] -1023.189068 284.886462 [993,] 582.554609 -1023.189068 [994,] -894.575773 582.554609 [995,] 227.016843 -894.575773 [996,] -95.390949 227.016843 [997,] 255.810932 -95.390949 [998,] 132.630139 255.810932 [999,] 913.403548 132.630139 [1000,] -407.575773 913.403548 [1001,] -512.058687 -407.575773 [1002,] 153.403548 -512.058687 [1003,] 1079.016843 153.403548 [1004,] -284.189068 1079.016843 [1005,] -196.962477 -284.189068 [1006,] 28.146817 -196.962477 [1007,] -682.189068 28.146817 [1008,] -653.113538 -682.189068 [1009,] -256.058687 -653.113538 [1010,] -332.575773 -256.058687 [1011,] 70.479078 -332.575773 [1012,] -467.575773 70.479078 [1013,] 865.403548 -467.575773 [1014,] 441.424227 865.403548 [1015,] -41.500242 441.424227 [1016,] 411.479078 -41.500242 [1017,] -383.651303 411.479078 [1018,] -438.520922 -383.651303 [1019,] 50.886462 -438.520922 [1020,] -382.575773 50.886462 [1021,] -85.983157 -382.575773 [1022,] 256.961993 -85.983157 [1023,] 71.424227 256.961993 [1024,] 375.091966 71.424227 [1025,] 185.348697 375.091966 [1026,] -57.189068 185.348697 [1027,] -185.596452 -57.189068 [1028,] -85.113538 -185.596452 [1029,] 1003.016843 -85.113538 [1030,] 356.424227 1003.016843 [1031,] 284.886462 356.424227 [1032,] -98.575773 284.886462 [1033,] -461.445391 -98.575773 [1034,] 270.424227 -461.445391 [1035,] 568.886462 270.424227 [1036,] -369.113538 568.886462 [1037,] -108.596452 -369.113538 [1038,] 767.886462 -108.596452 [1039,] 374.146817 767.886462 [1040,] -220.445391 374.146817 [1041,] -99.651303 -220.445391 [1042,] 868.575289 -99.651303 [1043,] 128.424227 868.575289 [1044,] 1576.479078 128.424227 [1045,] 128.348697 1576.479078 [1046,] -200.058687 128.348697 [1047,] 396.941313 -200.058687 [1048,] 1193.961993 396.941313 [1049,] 28.886462 1193.961993 [1050,] 405.016843 28.886462 [1051,] -183.575773 405.016843 [1052,] 156.348697 -183.575773 [1053,] 54.554609 156.348697 [1054,] 242.424227 54.554609 [1055,] -22.983565 242.424227 [1056,] -94.521330 -22.983565 [1057,] 312.886462 -94.521330 [1058,] -297.651303 312.886462 [1059,] -455.058687 -297.651303 [1060,] -545.651303 -455.058687 [1061,] -362.575773 -545.651303 [1062,] -554.520922 -362.575773 [1063,] 795.886462 -554.520922 [1064,] 142.886462 795.886462 [1065,] 313.961993 142.886462 [1066,] 240.479078 313.961993 [1067,] 99.348697 240.479078 [1068,] 339.941313 99.348697 [1069,] -270.575773 339.941313 [1070,] 416.412443 -270.575773 [1071,] 47.282061 416.412443 [1072,] 247.357592 47.282061 [1073,] -536.125323 247.357592 [1074,] -235.642408 -536.125323 [1075,] -93.642408 -235.642408 [1076,] 74.336912 -93.642408 [1077,] -450.125323 74.336912 [1078,] -861.717939 -450.125323 [1079,] 611.874677 -861.717939 [1080,] 332.282061 611.874677 [1081,] -790.180173 332.282061 [1082,] -1022.180173 -790.180173 [1083,] -1013.823200 -1022.180173 [1084,] 133.357592 -1013.823200 [1085,] -706.125323 133.357592 [1086,] -222.255704 -706.125323 [1087,] 175.744296 -222.255704 [1088,] -415.793469 175.744296 [1089,] 306.819827 -415.793469 [1090,] 588.357592 306.819827 [1091,] -165.180173 588.357592 [1092,] 90.819827 -165.180173 [1093,] -108.104643 90.819827 [1094,] -448.898731 -108.104643 [1095,] -632.566877 -448.898731 [1096,] -394.255704 -632.566877 [1097,] 417.282061 -394.255704 [1098,] -604.642408 417.282061 [1099,] -804.717939 -604.642408 [1100,] -406.587557 -804.717939 [1101,] 48.357592 -406.587557 [1102,] -85.255704 48.357592 [1103,] -463.717939 -85.255704 [1104,] 46.336912 -463.717939 [1105,] 77.895357 46.336912 [1106,] -136.180173 77.895357 [1107,] 308.412443 -136.180173 [1108,] -99.663088 308.412443 [1109,] -104.663088 -99.663088 [1110,] -520.717939 -104.663088 [1111,] 729.282061 -520.717939 [1112,] 445.282061 729.282061 [1113,] 19.282061 445.282061 [1114,] -236.717939 19.282061 > z <- as.data.frame(dum1) > z lag(myerror, k = 1) myerror 1 104.270413 -352.313152 2 845.423604 104.270413 3 240.091343 845.423604 4 391.423604 240.091343 5 -198.335156 391.423604 6 355.985321 -198.335156 7 -383.156845 355.985321 8 48.048659 -383.156845 9 247.048659 48.048659 10 -234.202801 247.048659 11 -989.202801 -234.202801 12 -151.223481 -989.202801 13 7.721669 -151.223481 14 379.444258 7.721669 15 196.776519 379.444258 16 139.982023 196.776519 17 197.314285 139.982023 18 -50.353862 197.314285 19 -461.685715 -50.353862 20 463.314285 -461.685715 21 -606.299011 463.314285 22 493.314285 -606.299011 23 -79.622378 493.314285 24 -349.752351 -79.622378 25 -174.214585 -349.752351 26 -297.622378 -174.214585 27 492.172119 -297.622378 28 -112.290524 492.172119 29 49.323180 -112.290524 30 -374.365647 49.323180 31 -297.622378 -374.365647 32 -79.752351 -297.622378 33 267.117268 -79.752351 34 -908.420497 267.117268 35 -175.290116 -908.420497 36 -283.084612 -175.290116 37 95.247649 -283.084612 38 130.322772 95.247649 39 -185.344967 130.322772 40 -884.420497 -185.344967 41 -692.697908 -884.420497 42 -700.827881 -692.697908 43 697.247241 -700.827881 44 319.579503 697.247241 45 27.172119 319.579503 46 -556.882732 27.172119 47 -899.827881 -556.882732 48 801.192799 -899.827881 49 756.785415 801.192799 50 -266.290116 756.785415 51 341.990918 -266.290116 52 601.192799 341.990918 53 259.117268 601.192799 54 201.785415 259.117268 55 -283.084612 201.785415 56 16.785415 -283.084612 57 849.730564 16.785415 58 -42.697908 849.730564 59 242.171710 -42.697908 60 -59.344967 242.171710 61 -78.807201 -59.344967 62 -1313.677228 -78.807201 63 -440.970048 -1313.677228 64 270.029952 -440.970048 65 -279.302309 270.029952 66 -140.487133 -279.302309 67 146.697691 -140.487133 68 -137.226779 146.697691 69 -234.743864 -137.226779 70 5.924283 -234.743864 71 -367.336072 5.924283 72 162.180605 -367.336072 73 361.180605 162.180605 74 -254.487133 361.180605 75 -142.432282 -254.487133 76 42.567718 -142.432282 77 -278.357160 42.567718 78 399.235456 -278.357160 79 -54.356752 399.235456 80 -109.667925 -54.356752 81 -332.894517 -109.667925 82 85.643248 -332.894517 83 768.512867 85.643248 84 346.924283 768.512867 85 -170.356752 346.924283 86 545.848752 -170.356752 87 -439.894517 545.848752 88 561.331667 -439.894517 89 418.105075 561.331667 90 85.567718 418.105075 91 -372.432282 85.567718 92 142.718779 -372.432282 93 1327.105075 142.718779 94 62.642840 1327.105075 95 298.029952 62.642840 96 199.235456 298.029952 97 -277.281629 199.235456 98 63.718371 -277.281629 99 419.105483 63.718371 100 -595.487133 419.105483 101 697.567718 -595.487133 102 -199.356752 697.567718 103 -837.970048 -199.356752 104 500.643248 -837.970048 105 -139.356752 500.643248 106 257.512867 -139.356752 107 -299.356752 257.512867 108 -249.743456 -299.356752 109 -134.356752 -249.743456 110 49.235456 -134.356752 111 -150.894925 49.235456 112 -145.281221 -150.894925 113 582.029952 -145.281221 114 -411.915605 582.029952 115 213.029952 -411.915605 116 260.697691 213.029952 117 -46.487133 260.697691 118 1494.407606 -46.487133 119 213.105483 1494.407606 120 -168.411602 213.105483 121 591.588398 -168.411602 122 630.848752 591.588398 123 473.235456 630.848752 124 -263.613483 473.235456 125 -779.743456 -263.613483 126 342.512867 -779.743456 127 -240.894517 342.512867 128 427.512867 -240.894517 129 -296.743456 427.512867 130 -575.894517 -296.743456 131 -521.281221 -575.894517 132 -648.970048 -521.281221 133 28.567718 -648.970048 134 -162.432282 28.567718 135 -85.432282 -162.432282 136 318.642840 -85.432282 137 120.643248 318.642840 138 20.105483 120.643248 139 -292.689013 20.105483 140 -152.432282 -292.689013 141 -169.487133 -152.432282 142 292.697691 -169.487133 143 540.643248 292.697691 144 71.975102 540.643248 145 -630.507813 71.975102 146 398.643248 -630.507813 147 28.643248 398.643248 148 73.050632 28.643248 149 885.773221 73.050632 150 -81.377840 885.773221 151 -1230.764544 -81.377840 152 -182.432282 -1230.764544 153 591.588398 -182.432282 154 -352.302309 591.588398 155 -126.818986 -352.302309 156 -312.432282 -126.818986 157 -604.819395 -312.432282 158 -108.226779 -604.819395 159 20.105075 -108.226779 160 -76.773595 20.105075 161 432.642840 -76.773595 162 -449.226779 432.642840 163 143.512867 -449.226779 164 99.105483 143.512867 165 -321.764544 99.105483 166 77.180605 -321.764544 167 264.105483 77.180605 168 -233.583499 264.105483 169 681.038848 -233.583499 170 336.093290 681.038848 171 -175.906710 336.093290 172 709.631055 -175.906710 173 292.479994 709.631055 174 -556.348265 292.479994 175 -349.091534 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-568.245485 -339.224805 850 -399.707719 -568.245485 851 765.678985 -399.707719 852 -249.707719 765.678985 853 -239.577746 -249.707719 854 313.699665 -239.577746 855 -180.577746 313.699665 856 595.754515 -180.577746 857 -41.838101 595.754515 858 112.754515 -41.838101 859 -357.783250 112.754515 860 -341.245485 -357.783250 861 697.237430 -341.245485 862 113.830046 697.237430 863 -85.245485 113.830046 864 709.754515 -85.245485 865 72.161899 709.754515 866 165.584944 72.161899 867 368.754515 165.584944 868 -371.245485 368.754515 869 -57.245485 -371.245485 870 14.367811 -57.245485 871 511.830046 14.367811 872 254.754515 511.830046 873 -57.245485 254.754515 874 99.292281 -57.245485 875 -38.849886 99.292281 876 -207.904736 -38.849886 877 34.708560 -207.904736 878 -268.442502 34.708560 879 -222.442502 -268.442502 880 217.150114 -222.442502 881 388.150114 217.150114 882 469.150114 388.150114 883 361.095264 469.150114 884 -291.753675 361.095264 885 -105.849886 -291.753675 886 444.150114 -105.849886 887 -140.849886 444.150114 888 -349.904736 -140.849886 889 501.150114 -349.904736 890 673.019733 501.150114 891 617.170794 673.019733 892 132.225645 617.170794 893 -127.387651 132.225645 894 -236.849886 -127.387651 895 -1075.387651 -236.849886 896 -51.442502 -1075.387651 897 333.170794 -51.442502 898 -178.904736 333.170794 899 -591.442502 -178.904736 900 -53.753675 -591.442502 901 -477.774355 -53.753675 902 275.095264 -477.774355 903 396.280088 275.095264 904 -96.632345 396.280088 905 28.280088 -96.632345 906 80.280088 28.280088 907 133.095264 80.280088 908 119.095264 133.095264 909 59.150114 119.095264 910 742.687880 59.150114 911 -80.312120 742.687880 912 799.687880 -80.312120 913 -543.925416 799.687880 914 108.829890 -543.925416 915 -32.774355 108.829890 916 -150.904736 -32.774355 917 -38.849886 -150.904736 918 449.280088 -38.849886 919 -195.719912 449.280088 920 -833.849886 -195.719912 921 844.095264 -833.849886 922 -394.312120 844.095264 923 284.280088 -394.312120 924 503.095264 284.280088 925 1014.095264 503.095264 926 615.150114 1014.095264 927 251.225237 615.150114 928 -209.925416 251.225237 929 -337.387651 -209.925416 930 18.150114 -337.387651 931 -336.236590 18.150114 932 -347.644382 -336.236590 933 -193.442502 -347.644382 934 233.763410 -193.442502 935 -3.774763 233.763410 936 -407.849886 -3.774763 937 194.149706 -407.849886 938 -66.849886 194.149706 939 -263.904736 -66.849886 940 -647.291440 -263.904736 941 351.763002 -647.291440 942 -775.904736 351.763002 943 606.763002 -775.904736 944 161.095264 606.763002 945 -193.366971 161.095264 946 332.095264 -193.366971 947 -393.312120 332.095264 948 -9.774355 -393.312120 949 -74.698824 -9.774355 950 -365.849886 -74.698824 951 659.633029 -365.849886 952 147.633029 659.633029 953 547.225645 147.633029 954 307.355618 547.225645 955 -122.774355 307.355618 956 -4.312120 -122.774355 957 -80.312120 -4.312120 958 -131.509137 -80.312120 959 1003.545714 -131.509137 960 371.083479 1003.545714 961 1089.490863 371.083479 962 -384.324313 1089.490863 963 436.490863 -384.324313 964 -374.916521 436.490863 965 -112.774511 -374.916521 966 -273.509137 -112.774511 967 327.545714 -273.509137 968 -344.971372 327.545714 969 -671.433606 -344.971372 970 52.083479 -671.433606 971 -131.509137 52.083479 972 -658.046902 -131.509137 973 194.083479 -658.046902 974 422.234540 194.083479 975 110.028628 422.234540 976 -630.992052 110.028628 977 -629.840990 -630.992052 978 -3.971372 -629.840990 979 -76.454286 -3.971372 980 323.566394 -76.454286 981 8.470183 323.566394 982 -218.378756 8.470183 983 236.415332 -218.378756 984 314.675687 236.415332 985 -70.575773 314.675687 986 1425.146817 -70.575773 987 -169.038007 1425.146817 988 837.479078 -169.038007 989 -29.058687 837.479078 990 -852.113538 -29.058687 991 284.886462 -852.113538 992 -1023.189068 284.886462 993 582.554609 -1023.189068 994 -894.575773 582.554609 995 227.016843 -894.575773 996 -95.390949 227.016843 997 255.810932 -95.390949 998 132.630139 255.810932 999 913.403548 132.630139 1000 -407.575773 913.403548 1001 -512.058687 -407.575773 1002 153.403548 -512.058687 1003 1079.016843 153.403548 1004 -284.189068 1079.016843 1005 -196.962477 -284.189068 1006 28.146817 -196.962477 1007 -682.189068 28.146817 1008 -653.113538 -682.189068 1009 -256.058687 -653.113538 1010 -332.575773 -256.058687 1011 70.479078 -332.575773 1012 -467.575773 70.479078 1013 865.403548 -467.575773 1014 441.424227 865.403548 1015 -41.500242 441.424227 1016 411.479078 -41.500242 1017 -383.651303 411.479078 1018 -438.520922 -383.651303 1019 50.886462 -438.520922 1020 -382.575773 50.886462 1021 -85.983157 -382.575773 1022 256.961993 -85.983157 1023 71.424227 256.961993 1024 375.091966 71.424227 1025 185.348697 375.091966 1026 -57.189068 185.348697 1027 -185.596452 -57.189068 1028 -85.113538 -185.596452 1029 1003.016843 -85.113538 1030 356.424227 1003.016843 1031 284.886462 356.424227 1032 -98.575773 284.886462 1033 -461.445391 -98.575773 1034 270.424227 -461.445391 1035 568.886462 270.424227 1036 -369.113538 568.886462 1037 -108.596452 -369.113538 1038 767.886462 -108.596452 1039 374.146817 767.886462 1040 -220.445391 374.146817 1041 -99.651303 -220.445391 1042 868.575289 -99.651303 1043 128.424227 868.575289 1044 1576.479078 128.424227 1045 128.348697 1576.479078 1046 -200.058687 128.348697 1047 396.941313 -200.058687 1048 1193.961993 396.941313 1049 28.886462 1193.961993 1050 405.016843 28.886462 1051 -183.575773 405.016843 1052 156.348697 -183.575773 1053 54.554609 156.348697 1054 242.424227 54.554609 1055 -22.983565 242.424227 1056 -94.521330 -22.983565 1057 312.886462 -94.521330 1058 -297.651303 312.886462 1059 -455.058687 -297.651303 1060 -545.651303 -455.058687 1061 -362.575773 -545.651303 1062 -554.520922 -362.575773 1063 795.886462 -554.520922 1064 142.886462 795.886462 1065 313.961993 142.886462 1066 240.479078 313.961993 1067 99.348697 240.479078 1068 339.941313 99.348697 1069 -270.575773 339.941313 1070 416.412443 -270.575773 1071 47.282061 416.412443 1072 247.357592 47.282061 1073 -536.125323 247.357592 1074 -235.642408 -536.125323 1075 -93.642408 -235.642408 1076 74.336912 -93.642408 1077 -450.125323 74.336912 1078 -861.717939 -450.125323 1079 611.874677 -861.717939 1080 332.282061 611.874677 1081 -790.180173 332.282061 1082 -1022.180173 -790.180173 1083 -1013.823200 -1022.180173 1084 133.357592 -1013.823200 1085 -706.125323 133.357592 1086 -222.255704 -706.125323 1087 175.744296 -222.255704 1088 -415.793469 175.744296 1089 306.819827 -415.793469 1090 588.357592 306.819827 1091 -165.180173 588.357592 1092 90.819827 -165.180173 1093 -108.104643 90.819827 1094 -448.898731 -108.104643 1095 -632.566877 -448.898731 1096 -394.255704 -632.566877 1097 417.282061 -394.255704 1098 -604.642408 417.282061 1099 -804.717939 -604.642408 1100 -406.587557 -804.717939 1101 48.357592 -406.587557 1102 -85.255704 48.357592 1103 -463.717939 -85.255704 1104 46.336912 -463.717939 1105 77.895357 46.336912 1106 -136.180173 77.895357 1107 308.412443 -136.180173 1108 -99.663088 308.412443 1109 -104.663088 -99.663088 1110 -520.717939 -104.663088 1111 729.282061 -520.717939 1112 445.282061 729.282061 1113 19.282061 445.282061 1114 -236.717939 19.282061 > plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals') > lines(lowess(z)) > abline(lm(z)) > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/75svx1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/8zqvi1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/9ojca1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0)) > plot(mylm, las = 1, sub='Residual Diagnostics') > par(opar) > dev.off() null device 1 > if (n > n25) { + postscript(file="/var/www/rcomp/tmp/10ti261323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint') + grid() + dev.off() + } null device 1 > > #Note: the /var/www/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE) > a<-table.row.end(a) > myeq <- colnames(x)[1] > myeq <- paste(myeq, '[t] = ', sep='') > for (i in 1:k){ + if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '') + myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ') + if (rownames(mysum$coefficients)[i] != '(Intercept)') { + myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='') + if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='') + } + } > myeq <- paste(myeq, ' + e[t]') > a<-table.row.start(a) > a<-table.element(a, myeq) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/1179sx1323863504.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Variable',header=TRUE) > a<-table.element(a,'Parameter',header=TRUE) > a<-table.element(a,'S.D.',header=TRUE) > a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE) > a<-table.element(a,'2-tail p-value',header=TRUE) > a<-table.element(a,'1-tail p-value',header=TRUE) > a<-table.row.end(a) > for (i in 1:k){ + a<-table.row.start(a) + a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE) + a<-table.element(a,mysum$coefficients[i,1]) + a<-table.element(a, round(mysum$coefficients[i,2],6)) + a<-table.element(a, round(mysum$coefficients[i,3],4)) + a<-table.element(a, round(mysum$coefficients[i,4],6)) + a<-table.element(a, round(mysum$coefficients[i,4]/2,6)) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/12jq6f1323863504.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Multiple R',1,TRUE) > a<-table.element(a, sqrt(mysum$r.squared)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'R-squared',1,TRUE) > a<-table.element(a, mysum$r.squared) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Adjusted R-squared',1,TRUE) > a<-table.element(a, mysum$adj.r.squared) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (value)',1,TRUE) > a<-table.element(a, mysum$fstatistic[1]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE) > a<-table.element(a, mysum$fstatistic[2]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE) > a<-table.element(a, mysum$fstatistic[3]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'p-value',1,TRUE) > a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3])) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Residual Standard Deviation',1,TRUE) > a<-table.element(a, mysum$sigma) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Sum Squared Residuals',1,TRUE) > a<-table.element(a, sum(myerror*myerror)) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/134k301323863504.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Time or Index', 1, TRUE) > a<-table.element(a, 'Actuals', 1, TRUE) > a<-table.element(a, 'Interpolation
Forecast', 1, TRUE) > a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE) > a<-table.row.end(a) > for (i in 1:n) { + a<-table.row.start(a) + a<-table.element(a,i, 1, TRUE) + a<-table.element(a,x[i]) + a<-table.element(a,x[i]-mysum$resid[i]) + a<-table.element(a,mysum$resid[i]) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/144m091323863504.tab") > if (n > n25) { + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'p-values',header=TRUE) + a<-table.element(a,'Alternative Hypothesis',3,header=TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'breakpoint index',header=TRUE) + a<-table.element(a,'greater',header=TRUE) + a<-table.element(a,'2-sided',header=TRUE) + a<-table.element(a,'less',header=TRUE) + a<-table.row.end(a) + for (mypoint in kp3:nmkm3) { + a<-table.row.start(a) + a<-table.element(a,mypoint,header=TRUE) + a<-table.element(a,gqarr[mypoint-kp3+1,1]) + a<-table.element(a,gqarr[mypoint-kp3+1,2]) + a<-table.element(a,gqarr[mypoint-kp3+1,3]) + a<-table.row.end(a) + } + a<-table.end(a) + table.save(a,file="/var/www/rcomp/tmp/15ev7d1323863504.tab") + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'Description',header=TRUE) + a<-table.element(a,'# significant tests',header=TRUE) + a<-table.element(a,'% significant tests',header=TRUE) + a<-table.element(a,'OK/NOK',header=TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'1% type I error level',header=TRUE) + a<-table.element(a,numsignificant1) + a<-table.element(a,numsignificant1/numgqtests) + if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK' + a<-table.element(a,dum) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'5% type I error level',header=TRUE) + a<-table.element(a,numsignificant5) + a<-table.element(a,numsignificant5/numgqtests) + if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK' + a<-table.element(a,dum) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'10% type I error level',header=TRUE) + a<-table.element(a,numsignificant10) + a<-table.element(a,numsignificant10/numgqtests) + if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK' + a<-table.element(a,dum) + a<-table.row.end(a) + a<-table.end(a) + table.save(a,file="/var/www/rcomp/tmp/16l2wa1323863504.tab") + } > > try(system("convert tmp/1jyou1323863503.ps tmp/1jyou1323863503.png",intern=TRUE)) character(0) > try(system("convert tmp/2m95r1323863504.ps tmp/2m95r1323863504.png",intern=TRUE)) character(0) > try(system("convert tmp/3cp7m1323863504.ps tmp/3cp7m1323863504.png",intern=TRUE)) character(0) > try(system("convert tmp/4p9x91323863504.ps tmp/4p9x91323863504.png",intern=TRUE)) character(0) > try(system("convert tmp/5vedn1323863504.ps tmp/5vedn1323863504.png",intern=TRUE)) character(0) > try(system("convert tmp/6wjjz1323863504.ps tmp/6wjjz1323863504.png",intern=TRUE)) character(0) > try(system("convert tmp/75svx1323863504.ps tmp/75svx1323863504.png",intern=TRUE)) character(0) > try(system("convert tmp/8zqvi1323863504.ps tmp/8zqvi1323863504.png",intern=TRUE)) character(0) > try(system("convert tmp/9ojca1323863504.ps tmp/9ojca1323863504.png",intern=TRUE)) character(0) > try(system("convert tmp/10ti261323863504.ps tmp/10ti261323863504.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 44.330 0.280 44.612