library(readxl)
AD <- read_excel("D:/DATA/SEMESTER 4/STATISTIKA MULTIVARIAT/test_scores.xlsx")
head(AD)
X1<-AD$pretest
X2<-AD$posttest
Y<-AD$lunch
diskriminan<-data.frame(X1,X2,Y)
diskriminan.s=scale(diskriminan)
Diskriminan<-as.matrix(diskriminan.s)
Diskriminan
## X1 X2 Y
## [1,] 0.519355359 0.350173051 0.8690232
## [2,] 0.814273157 0.850645323 0.8690232
## [3,] 0.666814258 0.636157207 0.8690232
## [4,] 0.445625909 0.707653246 0.8690232
## [5,] 0.666814258 0.636157207 0.8690232
## [6,] 0.814273157 0.493165129 0.8690232
## [7,] 0.593084808 0.564661168 0.8690232
## [8,] 0.593084808 0.350173051 0.8690232
## [9,] 0.666814258 0.707653246 0.8690232
## [10,] 0.445625909 0.350173051 0.8690232
## [11,] 0.445625909 0.421669090 0.8690232
## [12,] 0.666814258 0.493165129 0.8690232
## [13,] 0.814273157 0.779149285 0.8690232
## [14,] 0.371896459 0.278677012 0.8690232
## [15,] 0.666814258 0.707653246 0.8690232
## [16,] 0.666814258 0.421669090 0.8690232
## [17,] 0.593084808 0.207180973 0.8690232
## [18,] 0.888002607 0.421669090 0.8690232
## [19,] 0.593084808 0.278677012 0.8690232
## [20,] 0.666814258 0.421669090 0.8690232
## [21,] 0.371896459 0.064188896 0.8690232
## [22,] 0.371896459 0.207180973 0.8690232
## [23,] 0.150708111 -0.078803182 0.8690232
## [24,] 0.150708111 0.207180973 0.8690232
## [25,] 0.076978661 -0.150299221 -1.1501778
## [26,] 0.224437560 -0.007307143 0.8690232
## [27,] 0.371896459 0.207180973 0.8690232
## [28,] 0.371896459 -0.007307143 0.8690232
## [29,] -0.070480238 -0.293291299 0.8690232
## [30,] 0.371896459 0.564661168 0.8690232
## [31,] 0.224437560 -0.078803182 0.8690232
## [32,] 0.814273157 0.278677012 0.8690232
## [33,] 0.371896459 0.636157207 0.8690232
## [34,] 0.298167010 0.135684935 0.8690232
## [35,] 0.150708111 0.135684935 0.8690232
## [36,] 0.371896459 0.064188896 0.8690232
## [37,] 0.445625909 0.278677012 0.8690232
## [38,] 0.445625909 -0.078803182 0.8690232
## [39,] 0.298167010 0.135684935 0.8690232
## [40,] 0.519355359 0.350173051 0.8690232
## [41,] 0.371896459 -0.078803182 0.8690232
## [42,] 0.445625909 0.564661168 0.8690232
## [43,] 0.224437560 0.779149285 -1.1501778
## [44,] 0.666814258 1.065133440 -1.1501778
## [45,] 0.224437560 0.707653246 -1.1501778
## [46,] 0.740543707 1.422613635 0.8690232
## [47,] 0.740543707 0.922141362 0.8690232
## [48,] 0.519355359 0.564661168 -1.1501778
## [49,] 0.224437560 0.421669090 -1.1501778
## [50,] 0.298167010 0.493165129 -1.1501778
## [51,] 0.298167010 0.493165129 -1.1501778
## [52,] 0.593084808 0.636157207 -1.1501778
## [53,] 0.593084808 0.779149285 0.8690232
## [54,] 0.298167010 0.707653246 0.8690232
## [55,] 0.445625909 0.707653246 -1.1501778
## [56,] 0.003249212 0.350173051 -1.1501778
## [57,] 0.814273157 1.136629479 0.8690232
## [58,] 0.888002607 0.993637401 0.8690232
## [59,] 0.961732056 0.850645323 0.8690232
## [60,] 0.593084808 0.922141362 0.8690232
## [61,] 0.593084808 1.136629479 -1.1501778
## [62,] 0.814273157 1.065133440 0.8690232
## [63,] 0.888002607 1.208125518 0.8690232
## [64,] 0.888002607 1.136629479 -1.1501778
## [65,] 1.330379304 1.279621557 0.8690232
## [66,] 0.961732056 1.422613635 0.8690232
## [67,] 1.109190955 1.708597790 -1.1501778
## [68,] 1.404108754 1.279621557 -1.1501778
## [69,] 0.666814258 1.136629479 0.8690232
## [70,] 0.519355359 0.779149285 -1.1501778
## [71,] 1.551567653 1.208125518 0.8690232
## [72,] 1.330379304 1.351117596 0.8690232
## [73,] 0.740543707 1.422613635 0.8690232
## [74,] 0.814273157 0.850645323 0.8690232
## [75,] 0.814273157 1.208125518 0.8690232
## [76,] 0.814273157 1.065133440 0.8690232
## [77,] 0.740543707 1.136629479 -1.1501778
## [78,] 0.593084808 0.779149285 -1.1501778
## [79,] 0.961732056 1.208125518 -1.1501778
## [80,] 0.740543707 0.850645323 0.8690232
## [81,] 1.109190955 1.136629479 0.8690232
## [82,] 0.740543707 0.993637401 -1.1501778
## [83,] 0.445625909 0.493165129 -1.1501778
## [84,] 0.593084808 0.707653246 -1.1501778
## [85,] 0.519355359 1.065133440 0.8690232
## [86,] 1.035461506 0.993637401 0.8690232
## [87,] 0.593084808 0.564661168 -1.1501778
## [88,] 0.519355359 0.993637401 -1.1501778
## [89,] 0.593084808 0.707653246 -1.1501778
## [90,] 0.298167010 0.493165129 -1.1501778
## [91,] 0.593084808 0.922141362 0.8690232
## [92,] 0.814273157 0.636157207 0.8690232
## [93,] 0.298167010 0.707653246 0.8690232
## [94,] 0.371896459 0.493165129 -1.1501778
## [95,] 0.961732056 0.636157207 -1.1501778
## [96,] 1.404108754 1.065133440 -1.1501778
## [97,] 0.593084808 0.421669090 -1.1501778
## [98,] 1.330379304 0.779149285 -1.1501778
## [99,] 1.477838203 1.136629479 0.8690232
## [100,] 1.699026552 1.208125518 0.8690232
## [101,] 1.035461506 0.779149285 -1.1501778
## [102,] 1.330379304 0.993637401 -1.1501778
## [103,] 1.404108754 0.922141362 -1.1501778
## [104,] 1.330379304 0.922141362 0.8690232
## [105,] 0.961732056 1.065133440 -1.1501778
## [106,] 1.256649854 1.208125518 0.8690232
## [107,] 1.330379304 0.922141362 0.8690232
## [108,] 1.182920405 1.708597790 0.8690232
## [109,] 1.330379304 0.922141362 0.8690232
## [110,] 1.551567653 0.922141362 0.8690232
## [111,] 1.109190955 1.208125518 0.8690232
## [112,] 1.182920405 0.779149285 0.8690232
## [113,] 1.551567653 1.279621557 0.8690232
## [114,] 1.256649854 1.136629479 0.8690232
## [115,] 1.182920405 1.136629479 0.8690232
## [116,] -0.439127486 0.064188896 -1.1501778
## [117,] 0.003249212 0.207180973 0.8690232
## [118,] 0.371896459 0.421669090 -1.1501778
## [119,] 0.298167010 0.421669090 -1.1501778
## [120,] 0.298167010 0.207180973 0.8690232
## [121,] 0.003249212 0.135684935 -1.1501778
## [122,] 0.003249212 0.278677012 0.8690232
## [123,] 0.076978661 0.493165129 0.8690232
## [124,] -0.144209688 0.135684935 -1.1501778
## [125,] -0.512856936 0.207180973 -1.1501778
## [126,] 0.519355359 0.636157207 0.8690232
## [127,] 0.224437560 0.564661168 0.8690232
## [128,] -0.217939137 0.135684935 -1.1501778
## [129,] 0.298167010 -0.007307143 0.8690232
## [130,] -0.144209688 0.135684935 -1.1501778
## [131,] 0.150708111 0.350173051 0.8690232
## [132,] 0.961732056 0.636157207 0.8690232
## [133,] 0.888002607 0.922141362 0.8690232
## [134,] 0.888002607 0.636157207 -1.1501778
## [135,] 0.814273157 1.065133440 0.8690232
## [136,] 0.224437560 0.350173051 0.8690232
## [137,] 0.445625909 0.207180973 0.8690232
## [138,] 0.593084808 0.564661168 0.8690232
## [139,] 0.961732056 0.707653246 0.8690232
## [140,] 0.445625909 0.636157207 -1.1501778
## [141,] 1.477838203 1.136629479 0.8690232
## [142,] 0.961732056 0.564661168 -1.1501778
## [143,] 0.740543707 0.350173051 -1.1501778
## [144,] 0.740543707 0.707653246 -1.1501778
## [145,] 0.445625909 0.707653246 -1.1501778
## [146,] 0.519355359 0.135684935 -1.1501778
## [147,] 0.740543707 0.493165129 -1.1501778
## [148,] 1.109190955 0.850645323 -1.1501778
## [149,] 0.740543707 0.493165129 -1.1501778
## [150,] 0.371896459 0.421669090 -1.1501778
## [151,] 0.371896459 -0.007307143 0.8690232
## [152,] 0.519355359 0.207180973 0.8690232
## [153,] 0.298167010 0.421669090 0.8690232
## [154,] 0.519355359 0.350173051 0.8690232
## [155,] -0.070480238 0.064188896 0.8690232
## [156,] 0.224437560 -0.078803182 0.8690232
## [157,] 0.224437560 -0.078803182 0.8690232
## [158,] 0.371896459 0.135684935 0.8690232
## [159,] 0.961732056 0.779149285 0.8690232
## [160,] 0.003249212 0.135684935 0.8690232
## [161,] 0.445625909 0.278677012 0.8690232
## [162,] 0.445625909 0.278677012 0.8690232
## [163,] 0.445625909 0.207180973 0.8690232
## [164,] 0.666814258 0.993637401 0.8690232
## [165,] 0.445625909 0.350173051 0.8690232
## [166,] -0.070480238 0.135684935 -1.1501778
## [167,] 0.076978661 -0.150299221 0.8690232
## [168,] 0.003249212 -0.221795260 0.8690232
## [169,] 0.740543707 0.278677012 0.8690232
## [170,] 0.666814258 0.636157207 0.8690232
## [171,] 1.256649854 0.850645323 0.8690232
## [172,] 1.256649854 0.779149285 0.8690232
## [173,] 0.888002607 0.350173051 0.8690232
## [174,] 0.666814258 0.493165129 0.8690232
## [175,] 1.035461506 0.850645323 0.8690232
## [176,] 0.888002607 0.779149285 0.8690232
## [177,] 1.109190955 0.636157207 0.8690232
## [178,] 0.666814258 0.707653246 0.8690232
## [179,] 0.666814258 0.564661168 0.8690232
## [180,] 1.035461506 0.779149285 0.8690232
## [181,] 1.109190955 1.065133440 0.8690232
## [182,] 1.182920405 0.779149285 0.8690232
## [183,] 0.888002607 0.922141362 0.8690232
## [184,] 1.035461506 0.850645323 0.8690232
## [185,] 1.035461506 0.922141362 0.8690232
## [186,] 0.814273157 0.993637401 0.8690232
## [187,] 0.666814258 0.779149285 0.8690232
## [188,] 1.035461506 1.065133440 0.8690232
## [189,] 0.888002607 1.065133440 0.8690232
## [190,] 0.740543707 0.636157207 0.8690232
## [191,] 0.666814258 1.494109674 0.8690232
## [192,] 0.666814258 0.922141362 0.8690232
## [193,] 1.330379304 0.993637401 0.8690232
## [194,] 0.814273157 1.136629479 0.8690232
## [195,] 0.076978661 0.779149285 0.8690232
## [196,] 0.888002607 1.422613635 0.8690232
## [197,] 0.519355359 1.065133440 0.8690232
## [198,] 0.961732056 1.065133440 0.8690232
## [199,] 1.035461506 1.208125518 0.8690232
## [200,] 0.961732056 1.279621557 0.8690232
## [201,] 0.593084808 1.065133440 0.8690232
## [202,] 1.256649854 1.136629479 0.8690232
## [203,] 1.109190955 1.065133440 0.8690232
## [204,] 0.961732056 1.422613635 0.8690232
## [205,] 0.666814258 1.279621557 0.8690232
## [206,] 0.666814258 0.779149285 0.8690232
## [207,] 0.445625909 0.707653246 0.8690232
## [208,] 1.109190955 0.779149285 0.8690232
## [209,] 0.740543707 0.850645323 0.8690232
## [210,] 0.593084808 0.350173051 0.8690232
## [211,] 0.961732056 0.922141362 0.8690232
## [212,] 0.814273157 0.564661168 0.8690232
## [213,] 0.666814258 0.564661168 0.8690232
## [214,] 0.961732056 0.707653246 0.8690232
## [215,] 0.888002607 0.850645323 0.8690232
## [216,] 0.814273157 0.564661168 0.8690232
## [217,] 0.961732056 0.922141362 0.8690232
## [218,] 1.256649854 1.351117596 0.8690232
## [219,] 1.035461506 0.636157207 0.8690232
## [220,] 0.961732056 0.779149285 0.8690232
## [221,] 0.519355359 0.564661168 0.8690232
## [222,] 1.182920405 0.922141362 0.8690232
## [223,] 1.256649854 0.850645323 0.8690232
## [224,] 0.666814258 0.493165129 0.8690232
## [225,] 0.003249212 0.207180973 0.8690232
## [226,] 0.003249212 -0.007307143 -1.1501778
## [227,] 0.224437560 0.207180973 0.8690232
## [228,] 0.371896459 -0.007307143 0.8690232
## [229,] 0.224437560 0.135684935 0.8690232
## [230,] -0.217939137 -0.293291299 0.8690232
## [231,] -0.144209688 -0.007307143 0.8690232
## [232,] -0.144209688 0.064188896 0.8690232
## [233,] -0.070480238 0.064188896 0.8690232
## [234,] 0.298167010 0.207180973 0.8690232
## [235,] 0.003249212 -0.150299221 0.8690232
## [236,] 0.076978661 -0.007307143 0.8690232
## [237,] 0.224437560 -0.007307143 0.8690232
## [238,] 0.224437560 -0.150299221 0.8690232
## [239,] 0.224437560 -0.150299221 -1.1501778
## [240,] 0.371896459 0.493165129 0.8690232
## [241,] 0.371896459 0.135684935 0.8690232
## [242,] 0.076978661 -0.436283377 0.8690232
## [243,] 0.076978661 0.135684935 0.8690232
## [244,] 0.076978661 0.493165129 0.8690232
## [245,] -0.217939137 0.064188896 0.8690232
## [246,] -0.217939137 0.064188896 -1.1501778
## [247,] 0.076978661 -0.293291299 0.8690232
## [248,] 0.224437560 0.207180973 0.8690232
## [249,] 0.445625909 0.278677012 0.8690232
## [250,] 0.371896459 -0.364787338 0.8690232
## [251,] 0.150708111 -0.364787338 -1.1501778
## [252,] -0.365398036 -0.650771493 0.8690232
## [253,] -0.144209688 -0.722267532 0.8690232
## [254,] 0.003249212 -0.293291299 0.8690232
## [255,] -0.660315835 -0.722267532 0.8690232
## [256,] -0.365398036 -0.579275454 0.8690232
## [257,] -0.365398036 -0.722267532 0.8690232
## [258,] 0.076978661 -0.221795260 0.8690232
## [259,] -0.807774734 -0.650771493 -1.1501778
## [260,] -0.144209688 -0.221795260 0.8690232
## [261,] -0.291668587 -0.793763571 0.8690232
## [262,] -0.365398036 -0.436283377 0.8690232
## [263,] -0.144209688 -0.436283377 0.8690232
## [264,] -0.144209688 -0.221795260 0.8690232
## [265,] -0.217939137 -0.507779415 0.8690232
## [266,] -0.439127486 -0.436283377 0.8690232
## [267,] 0.003249212 -0.293291299 0.8690232
## [268,] 0.076978661 -0.078803182 0.8690232
## [269,] -0.144209688 -0.364787338 0.8690232
## [270,] -0.365398036 -0.579275454 0.8690232
## [271,] -0.365398036 -0.579275454 -1.1501778
## [272,] -0.217939137 -0.364787338 0.8690232
## [273,] -0.217939137 -0.650771493 0.8690232
## [274,] -0.586586385 -0.364787338 -1.1501778
## [275,] -0.660315835 -0.507779415 -1.1501778
## [276,] -0.144209688 -0.579275454 0.8690232
## [277,] -0.291668587 -0.436283377 0.8690232
## [278,] -0.217939137 -0.150299221 0.8690232
## [279,] -0.365398036 -0.221795260 0.8690232
## [280,] -0.217939137 -0.007307143 0.8690232
## [281,] 0.371896459 0.350173051 0.8690232
## [282,] 0.003249212 0.135684935 0.8690232
## [283,] -0.144209688 0.064188896 0.8690232
## [284,] 0.150708111 -0.007307143 0.8690232
## [285,] 0.445625909 -0.364787338 0.8690232
## [286,] 0.298167010 -0.221795260 0.8690232
## [287,] -0.291668587 -0.150299221 0.8690232
## [288,] -0.439127486 -0.150299221 -1.1501778
## [289,] 0.298167010 -0.221795260 0.8690232
## [290,] -0.217939137 -0.293291299 -1.1501778
## [291,] -0.291668587 -0.078803182 0.8690232
## [292,] 0.150708111 -0.150299221 0.8690232
## [293,] -0.070480238 -0.364787338 0.8690232
## [294,] -0.217939137 -0.150299221 0.8690232
## [295,] 0.150708111 0.064188896 0.8690232
## [296,] -0.070480238 -0.150299221 0.8690232
## [297,] 0.150708111 -0.579275454 0.8690232
## [298,] 0.371896459 0.064188896 0.8690232
## [299,] -0.291668587 -0.221795260 0.8690232
## [300,] 0.445625909 -0.007307143 0.8690232
## [301,] -0.217939137 -0.436283377 -1.1501778
## [302,] -0.217939137 -0.293291299 0.8690232
## [303,] -0.439127486 -0.221795260 -1.1501778
## [304,] 0.150708111 -0.293291299 0.8690232
## [305,] -0.217939137 -0.293291299 0.8690232
## [306,] -0.070480238 -0.293291299 0.8690232
## [307,] 0.224437560 -0.150299221 0.8690232
## [308,] -0.291668587 -0.078803182 0.8690232
## [309,] 0.076978661 0.564661168 0.8690232
## [310,] 0.076978661 0.350173051 0.8690232
## [311,] -0.291668587 0.135684935 -1.1501778
## [312,] -0.144209688 -0.150299221 0.8690232
## [313,] -0.439127486 -0.007307143 0.8690232
## [314,] -0.070480238 0.350173051 0.8690232
## [315,] -0.217939137 0.278677012 0.8690232
## [316,] -0.144209688 0.207180973 0.8690232
## [317,] -0.070480238 0.207180973 0.8690232
## [318,] 0.150708111 0.636157207 0.8690232
## [319,] -0.217939137 -0.007307143 0.8690232
## [320,] 0.445625909 0.493165129 0.8690232
## [321,] -0.217939137 0.421669090 0.8690232
## [322,] -0.070480238 0.064188896 -1.1501778
## [323,] 0.003249212 0.135684935 0.8690232
## [324,] -0.144209688 0.278677012 0.8690232
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## [429,] 0.076978661 0.278677012 -1.1501778
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## [432,] 0.371896459 0.064188896 0.8690232
## [433,] 0.519355359 0.350173051 0.8690232
## [434,] 0.593084808 0.207180973 0.8690232
## [435,] 0.445625909 0.493165129 0.8690232
## [436,] 0.076978661 0.135684935 -1.1501778
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## [448,] 0.371896459 0.207180973 -1.1501778
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## [450,] 0.371896459 -0.221795260 -1.1501778
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## [453,] 0.224437560 0.064188896 -1.1501778
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## [457,] 0.445625909 0.636157207 0.8690232
## [458,] 0.150708111 0.636157207 0.8690232
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## [468,] 0.593084808 1.208125518 -1.1501778
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## [472,] 0.814273157 0.993637401 0.8690232
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## [476,] 0.814273157 1.136629479 0.8690232
## [477,] 0.740543707 1.136629479 -1.1501778
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## [482,] 1.256649854 1.136629479 0.8690232
## [483,] 0.076978661 0.421669090 -1.1501778
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## [485,] 0.961732056 1.422613635 0.8690232
## [486,] 0.150708111 0.850645323 0.8690232
## [487,] 0.519355359 0.636157207 0.8690232
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## [490,] 0.666814258 0.636157207 0.8690232
## [491,] 0.224437560 0.421669090 -1.1501778
## [492,] 0.593084808 0.779149285 -1.1501778
## [493,] 0.224437560 0.707653246 0.8690232
## [494,] 0.445625909 0.707653246 0.8690232
## [495,] 0.371896459 0.493165129 0.8690232
## [496,] 0.003249212 0.350173051 0.8690232
## [497,] 0.298167010 0.493165129 0.8690232
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## [547,] 0.371896459 0.493165129 -1.1501778
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## [558,] 0.519355359 0.350173051 -1.1501778
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## [561,] -0.217939137 -0.150299221 -1.1501778
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## [563,] 0.150708111 0.135684935 -1.1501778
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## [570,] -0.217939137 -0.722267532 -1.1501778
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## [608,] -0.070480238 -0.293291299 -1.1501778
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## [621,] 0.445625909 0.350173051 0.8690232
## [622,] 0.371896459 0.207180973 0.8690232
## [623,] 0.003249212 0.278677012 -1.1501778
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## [625,] 0.003249212 0.493165129 0.8690232
## [626,] -0.217939137 -0.150299221 -1.1501778
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## [631,] 0.298167010 0.707653246 -1.1501778
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## [634,] 0.298167010 0.564661168 -1.1501778
## [635,] 0.298167010 0.207180973 0.8690232
## [636,] -0.217939137 0.135684935 -1.1501778
## [637,] -0.070480238 0.135684935 -1.1501778
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## [641,] -0.070480238 0.350173051 -1.1501778
## [642,] 0.150708111 0.278677012 -1.1501778
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## [875,] 1.625297102 1.494109674 0.8690232
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## [1095,] -1.692528129 -1.866204154 -1.1501778
## [1096,] -1.397610331 -1.580219999 -1.1501778
## [1097,] 0.740543707 0.636157207 0.8690232
## [1098,] 0.814273157 0.135684935 0.8690232
## [1099,] 0.224437560 0.207180973 0.8690232
## [1100,] 0.888002607 0.850645323 0.8690232
## [1101,] 0.371896459 0.207180973 0.8690232
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## [1103,] 0.224437560 0.278677012 0.8690232
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## [1112,] 0.740543707 0.278677012 0.8690232
## [1113,] 0.888002607 0.493165129 0.8690232
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## [1152,] 0.593084808 1.136629479 0.8690232
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## [1165,] 0.740543707 0.779149285 0.8690232
## [1166,] 0.593084808 0.993637401 0.8690232
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## [1199,] 0.593084808 0.278677012 0.8690232
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## [1204,] 0.298167010 0.350173051 0.8690232
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## [1207,] 0.445625909 0.564661168 0.8690232
## [1208,] 0.445625909 0.278677012 0.8690232
## [1209,] 0.003249212 0.064188896 -1.1501778
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## [1221,] 0.298167010 -0.364787338 0.8690232
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## [1225,] 0.150708111 -0.007307143 0.8690232
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## [1227,] 0.150708111 0.135684935 0.8690232
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## [1229,] 0.224437560 0.493165129 0.8690232
## [1230,] 0.298167010 0.064188896 0.8690232
## [1231,] 0.224437560 -0.078803182 0.8690232
## [1232,] 0.298167010 0.064188896 0.8690232
## [1233,] 0.224437560 0.493165129 0.8690232
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## [1256,] -0.439127486 0.064188896 0.8690232
## [1257,] -1.028963083 -0.579275454 0.8690232
## [1258,] -0.586586385 -0.722267532 -1.1501778
## [1259,] -0.586586385 -0.436283377 0.8690232
## [1260,] -0.807774734 -0.579275454 0.8690232
## [1261,] -0.660315835 -0.579275454 0.8690232
## [1262,] -0.734045284 -0.221795260 0.8690232
## [1263,] -0.217939137 -0.579275454 0.8690232
## [1264,] -0.365398036 -0.436283377 0.8690232
## [1265,] -0.070480238 -0.507779415 0.8690232
## [1266,] -0.365398036 -0.436283377 0.8690232
## [1267,] -0.660315835 -0.507779415 0.8690232
## [1268,] -0.291668587 -0.293291299 0.8690232
## [1269,] -0.439127486 -0.579275454 0.8690232
## [1270,] -0.291668587 -0.936755649 0.8690232
## [1271,] -0.660315835 -0.936755649 0.8690232
## [1272,] -0.512856936 -0.436283377 0.8690232
## [1273,] -0.070480238 -0.221795260 0.8690232
## [1274,] -0.291668587 -0.579275454 0.8690232
## [1275,] -0.144209688 -0.722267532 0.8690232
## [1276,] -0.291668587 -0.221795260 0.8690232
## [1277,] -0.291668587 -0.650771493 0.8690232
## [1278,] -0.365398036 -0.436283377 0.8690232
## [1279,] -0.439127486 -0.793763571 0.8690232
## [1280,] -0.365398036 -0.650771493 0.8690232
## [1281,] -0.144209688 -0.436283377 0.8690232
## [1282,] -0.439127486 -0.865259610 0.8690232
## [1283,] -0.439127486 -0.579275454 0.8690232
## [1284,] -0.439127486 -0.793763571 0.8690232
## [1285,] -0.734045284 -0.650771493 0.8690232
## [1286,] -0.660315835 -0.650771493 0.8690232
## [1287,] -0.144209688 -0.650771493 0.8690232
## [1288,] -0.439127486 -0.650771493 0.8690232
## [1289,] 0.003249212 -0.436283377 0.8690232
## [1290,] -0.144209688 -0.293291299 0.8690232
## [1291,] -0.586586385 -0.865259610 0.8690232
## [1292,] -0.365398036 -0.436283377 0.8690232
## [1293,] -0.365398036 -0.436283377 0.8690232
## [1294,] -0.365398036 -0.436283377 0.8690232
## [1295,] -0.439127486 -0.793763571 0.8690232
## [1296,] -0.217939137 -0.507779415 0.8690232
## [1297,] -0.439127486 -0.507779415 0.8690232
## [1298,] -0.660315835 -0.722267532 0.8690232
## [1299,] -0.365398036 -0.364787338 0.8690232
## [1300,] -0.365398036 -0.579275454 0.8690232
## [1301,] -0.365398036 -0.293291299 0.8690232
## [1302,] -0.217939137 -0.436283377 0.8690232
## [1303,] -0.439127486 -0.293291299 0.8690232
## [1304,] -0.512856936 -0.078803182 0.8690232
## [1305,] -0.586586385 -1.151243765 0.8690232
## [1306,] -0.070480238 -0.221795260 0.8690232
## [1307,] -0.217939137 -0.507779415 0.8690232
## [1308,] -0.439127486 -0.507779415 0.8690232
## [1309,] 0.298167010 -0.078803182 0.8690232
## [1310,] -0.439127486 -0.078803182 0.8690232
## [1311,] -0.291668587 -0.650771493 0.8690232
## [1312,] 0.003249212 -0.221795260 0.8690232
## [1313,] -0.512856936 -0.364787338 -1.1501778
## [1314,] -0.291668587 -0.221795260 0.8690232
## [1315,] 0.076978661 0.135684935 0.8690232
## [1316,] -0.070480238 -0.150299221 0.8690232
## [1317,] -0.144209688 -0.293291299 0.8690232
## [1318,] -0.291668587 -0.364787338 0.8690232
## [1319,] 0.003249212 -0.221795260 0.8690232
## [1320,] 0.003249212 0.135684935 0.8690232
## [1321,] 0.371896459 -0.150299221 0.8690232
## [1322,] -0.291668587 -0.364787338 0.8690232
## [1323,] -0.144209688 -0.364787338 0.8690232
## [1324,] -0.291668587 -0.364787338 0.8690232
## [1325,] 0.076978661 -0.507779415 0.8690232
## [1326,] -0.070480238 -0.364787338 0.8690232
## [1327,] -0.217939137 -0.722267532 -1.1501778
## [1328,] -0.070480238 -0.221795260 0.8690232
## [1329,] -0.070480238 -0.364787338 0.8690232
## [1330,] -0.365398036 -0.793763571 0.8690232
## [1331,] -0.217939137 -0.579275454 0.8690232
## [1332,] -0.291668587 -0.436283377 0.8690232
## [1333,] -0.070480238 -0.364787338 0.8690232
## [1334,] -0.586586385 -0.650771493 0.8690232
## [1335,] -0.144209688 -0.436283377 0.8690232
## [1336,] -0.217939137 -0.150299221 0.8690232
## [1337,] 0.593084808 0.278677012 0.8690232
## [1338,] 0.519355359 0.779149285 -1.1501778
## [1339,] 0.593084808 0.636157207 0.8690232
## [1340,] 0.519355359 0.922141362 0.8690232
## [1341,] 0.593084808 0.636157207 0.8690232
## [1342,] 0.371896459 0.564661168 0.8690232
## [1343,] 0.298167010 1.279621557 0.8690232
## [1344,] 0.150708111 0.779149285 0.8690232
## [1345,] 0.740543707 0.779149285 0.8690232
## [1346,] 0.150708111 0.993637401 0.8690232
## [1347,] 0.224437560 0.779149285 0.8690232
## [1348,] 0.224437560 0.707653246 0.8690232
## [1349,] 0.298167010 0.636157207 0.8690232
## [1350,] 0.593084808 0.636157207 0.8690232
## [1351,] 0.888002607 0.850645323 0.8690232
## [1352,] 0.740543707 0.779149285 0.8690232
## [1353,] 0.593084808 0.850645323 0.8690232
## [1354,] 0.740543707 0.850645323 0.8690232
## [1355,] 0.150708111 0.421669090 -1.1501778
## [1356,] 0.519355359 0.636157207 0.8690232
## [1357,] 0.593084808 0.493165129 0.8690232
## [1358,] 0.740543707 0.636157207 0.8690232
## [1359,] 0.445625909 0.850645323 0.8690232
## [1360,] 0.814273157 0.993637401 0.8690232
## [1361,] 0.519355359 0.993637401 0.8690232
## [1362,] 0.298167010 0.421669090 0.8690232
## [1363,] 0.150708111 0.064188896 0.8690232
## [1364,] 0.445625909 -0.293291299 0.8690232
## [1365,] -0.070480238 -0.078803182 0.8690232
## [1366,] -0.070480238 -0.150299221 0.8690232
## [1367,] 0.298167010 0.207180973 0.8690232
## [1368,] 0.150708111 -0.078803182 0.8690232
## [1369,] 0.150708111 -0.221795260 -1.1501778
## [1370,] 0.076978661 0.135684935 0.8690232
## [1371,] -0.144209688 -0.007307143 0.8690232
## [1372,] 0.298167010 0.135684935 0.8690232
## [1373,] 0.371896459 0.493165129 0.8690232
## [1374,] 0.445625909 0.278677012 0.8690232
## [1375,] 0.224437560 0.207180973 0.8690232
## [1376,] 0.076978661 0.135684935 0.8690232
## [1377,] 0.076978661 -0.078803182 -1.1501778
## [1378,] 0.593084808 0.421669090 0.8690232
## [1379,] 0.224437560 0.207180973 0.8690232
## [1380,] 0.076978661 0.064188896 0.8690232
## [1381,] 0.298167010 0.064188896 0.8690232
## [1382,] 0.593084808 0.064188896 0.8690232
## [1383,] 0.298167010 0.278677012 0.8690232
## [1384,] 0.445625909 0.207180973 0.8690232
## [1385,] 0.076978661 -0.221795260 0.8690232
## [1386,] 0.666814258 0.064188896 0.8690232
## [1387,] 0.371896459 -0.007307143 0.8690232
## [1388,] 0.076978661 0.421669090 0.8690232
## [1389,] -0.144209688 -0.007307143 0.8690232
## [1390,] 0.593084808 0.135684935 0.8690232
## [1391,] 0.003249212 0.135684935 0.8690232
## [1392,] 0.003249212 -0.221795260 0.8690232
## [1393,] 0.371896459 0.278677012 0.8690232
## [1394,] 0.298167010 -0.150299221 0.8690232
## [1395,] 0.224437560 0.064188896 0.8690232
## [1396,] 0.003249212 -0.150299221 0.8690232
## [1397,] 0.519355359 -0.007307143 0.8690232
## [1398,] -0.365398036 -0.150299221 0.8690232
## [1399,] 0.298167010 0.135684935 0.8690232
## [1400,] 0.076978661 -0.078803182 0.8690232
## [1401,] 0.593084808 0.564661168 0.8690232
## [1402,] 0.298167010 0.207180973 0.8690232
## [1403,] 0.666814258 0.207180973 0.8690232
## [1404,] 0.666814258 0.135684935 0.8690232
## [1405,] 0.371896459 0.207180973 0.8690232
## [1406,] 0.888002607 0.993637401 0.8690232
## [1407,] 0.519355359 0.064188896 0.8690232
## [1408,] 0.961732056 0.779149285 0.8690232
## [1409,] 0.224437560 0.207180973 -1.1501778
## [1410,] 0.445625909 0.421669090 0.8690232
## [1411,] 0.740543707 0.636157207 0.8690232
## [1412,] 0.224437560 0.493165129 0.8690232
## [1413,] 0.445625909 0.850645323 0.8690232
## [1414,] 0.888002607 0.421669090 0.8690232
## [1415,] 0.814273157 0.636157207 0.8690232
## [1416,] 0.814273157 0.350173051 0.8690232
## [1417,] 1.109190955 1.136629479 0.8690232
## [1418,] 0.519355359 0.493165129 0.8690232
## [1419,] 0.519355359 0.350173051 0.8690232
## [1420,] 0.740543707 0.707653246 0.8690232
## [1421,] 0.814273157 0.564661168 0.8690232
## [1422,] 0.666814258 0.421669090 0.8690232
## [1423,] 0.740543707 0.350173051 0.8690232
## [1424,] 1.035461506 0.850645323 0.8690232
## [1425,] 0.519355359 0.064188896 0.8690232
## [1426,] 0.961732056 0.493165129 0.8690232
## [1427,] 0.593084808 0.278677012 0.8690232
## [1428,] 1.109190955 0.564661168 0.8690232
## [1429,] -0.070480238 0.064188896 0.8690232
## [1430,] 0.519355359 0.135684935 0.8690232
## [1431,] 0.224437560 -0.007307143 0.8690232
## [1432,] 0.371896459 0.064188896 0.8690232
## [1433,] 0.593084808 0.350173051 0.8690232
## [1434,] 0.076978661 0.135684935 0.8690232
## [1435,] 0.150708111 -0.078803182 0.8690232
## [1436,] 0.224437560 0.064188896 0.8690232
## [1437,] 0.076978661 0.135684935 0.8690232
## [1438,] 0.076978661 -0.007307143 0.8690232
## [1439,] 0.371896459 0.135684935 0.8690232
## [1440,] 0.740543707 0.350173051 0.8690232
## [1441,] 0.519355359 -0.007307143 0.8690232
## [1442,] 0.593084808 0.278677012 0.8690232
## [1443,] 0.150708111 0.064188896 0.8690232
## [1444,] -0.217939137 -0.078803182 0.8690232
## [1445,] 0.224437560 0.135684935 0.8690232
## [1446,] 0.150708111 -0.007307143 0.8690232
## [1447,] 0.224437560 -0.007307143 0.8690232
## [1448,] 0.371896459 -0.078803182 0.8690232
## [1449,] -0.291668587 -0.364787338 -1.1501778
## [1450,] 1.330379304 0.850645323 0.8690232
## [1451,] 0.888002607 0.707653246 0.8690232
## [1452,] 0.961732056 0.850645323 0.8690232
## [1453,] 1.109190955 0.779149285 0.8690232
## [1454,] 0.961732056 0.707653246 0.8690232
## [1455,] 0.814273157 0.278677012 0.8690232
## [1456,] 0.740543707 0.993637401 0.8690232
## [1457,] 1.109190955 0.707653246 0.8690232
## [1458,] 0.888002607 0.850645323 0.8690232
## [1459,] 0.666814258 0.278677012 0.8690232
## [1460,] 0.666814258 0.707653246 0.8690232
## [1461,] 0.888002607 0.564661168 0.8690232
## [1462,] 0.740543707 0.421669090 0.8690232
## [1463,] 0.888002607 0.564661168 0.8690232
## [1464,] 0.961732056 0.636157207 0.8690232
## [1465,] 1.256649854 0.421669090 0.8690232
## [1466,] 1.035461506 0.850645323 0.8690232
## [1467,] 1.182920405 0.850645323 0.8690232
## [1468,] 1.182920405 0.993637401 0.8690232
## [1469,] 0.961732056 0.707653246 0.8690232
## [1470,] 0.961732056 0.779149285 0.8690232
## [1471,] 2.141403249 1.994581946 0.8690232
## [1472,] 2.067673800 1.851589868 0.8690232
## [1473,] 2.141403249 1.708597790 0.8690232
## [1474,] 2.362591598 1.923085907 0.8690232
## [1475,] 1.846485451 1.923085907 0.8690232
## [1476,] 1.551567653 1.851589868 0.8690232
## [1477,] 2.657509397 2.209070062 0.8690232
## [1478,] 1.993944350 1.923085907 0.8690232
## [1479,] 2.067673800 1.708597790 0.8690232
## [1480,] 1.993944350 1.923085907 0.8690232
## [1481,] 2.215132699 1.923085907 0.8690232
## [1482,] 1.993944350 1.994581946 0.8690232
## [1483,] 2.141403249 1.923085907 0.8690232
## [1484,] 2.141403249 2.280566101 0.8690232
## [1485,] 2.288862149 2.066077985 0.8690232
## [1486,] 1.920214901 1.708597790 0.8690232
## [1487,] 2.362591598 1.708597790 0.8690232
## [1488,] 2.067673800 2.209070062 0.8690232
## [1489,] 2.510050497 1.923085907 0.8690232
## [1490,] 1.772756002 1.565605712 0.8690232
## [1491,] 2.362591598 1.851589868 0.8690232
## [1492,] 1.920214901 1.923085907 0.8690232
## [1493,] 2.362591598 2.137574024 0.8690232
## [1494,] 1.993944350 1.851589868 0.8690232
## [1495,] 2.141403249 1.851589868 0.8690232
## [1496,] 1.993944350 1.851589868 0.8690232
## [1497,] 1.920214901 1.851589868 0.8690232
## [1498,] 2.288862149 1.923085907 0.8690232
## [1499,] 2.067673800 1.637101751 0.8690232
## [1500,] 2.215132699 1.494109674 0.8690232
## [1501,] 2.215132699 2.137574024 0.8690232
## [1502,] 2.288862149 1.851589868 0.8690232
## [1503,] 2.067673800 1.923085907 0.8690232
## [1504,] 2.288862149 1.994581946 0.8690232
## [1505,] 1.920214901 1.923085907 0.8690232
## [1506,] 1.846485451 1.780093829 0.8690232
## [1507,] 2.141403249 1.780093829 0.8690232
## [1508,] 2.067673800 1.851589868 0.8690232
## [1509,] 1.993944350 1.708597790 0.8690232
## [1510,] 2.362591598 1.780093829 0.8690232
## [1511,] 2.288862149 1.851589868 0.8690232
## [1512,] 1.920214901 1.780093829 0.8690232
## [1513,] 2.141403249 1.923085907 0.8690232
## [1514,] 2.288862149 2.066077985 0.8690232
## [1515,] 1.993944350 1.994581946 0.8690232
## [1516,] 2.215132699 1.708597790 0.8690232
## [1517,] 1.625297102 1.565605712 0.8690232
## [1518,] 1.551567653 2.066077985 0.8690232
## [1519,] 1.625297102 1.637101751 0.8690232
## [1520,] 1.404108754 1.994581946 0.8690232
## [1521,] 1.477838203 1.851589868 0.8690232
## [1522,] 1.920214901 1.565605712 0.8690232
## [1523,] 1.477838203 1.780093829 0.8690232
## [1524,] 1.551567653 1.851589868 0.8690232
## [1525,] 1.330379304 1.851589868 0.8690232
## [1526,] 1.772756002 1.708597790 0.8690232
## [1527,] 1.772756002 1.780093829 0.8690232
## [1528,] 0.961732056 1.494109674 0.8690232
## [1529,] 1.551567653 1.851589868 0.8690232
## [1530,] 1.772756002 1.851589868 0.8690232
## [1531,] 1.477838203 1.494109674 0.8690232
## [1532,] 1.256649854 1.708597790 0.8690232
## [1533,] 1.551567653 1.637101751 0.8690232
## [1534,] 1.772756002 1.851589868 0.8690232
## [1535,] 1.477838203 1.637101751 0.8690232
## [1536,] 1.404108754 1.351117596 0.8690232
## [1537,] 1.551567653 1.994581946 0.8690232
## [1538,] 1.256649854 1.494109674 0.8690232
## [1539,] 1.699026552 2.066077985 0.8690232
## [1540,] 1.404108754 1.994581946 0.8690232
## [1541,] 1.477838203 1.637101751 0.8690232
## [1542,] 1.551567653 1.780093829 0.8690232
## [1543,] 1.477838203 1.637101751 0.8690232
## [1544,] 1.182920405 1.279621557 0.8690232
## [1545,] 1.699026552 1.565605712 0.8690232
## [1546,] 1.477838203 1.637101751 0.8690232
## [1547,] 1.477838203 1.279621557 0.8690232
## [1548,] 1.551567653 1.637101751 0.8690232
## [1549,] 1.920214901 1.279621557 0.8690232
## [1550,] 1.404108754 1.708597790 0.8690232
## [1551,] 0.888002607 1.494109674 0.8690232
## [1552,] 1.330379304 1.708597790 0.8690232
## [1553,] 1.477838203 1.851589868 0.8690232
## [1554,] 1.477838203 1.708597790 0.8690232
## [1555,] 1.109190955 1.208125518 0.8690232
## [1556,] 1.404108754 1.637101751 0.8690232
## [1557,] 1.330379304 1.708597790 0.8690232
## [1558,] 1.182920405 1.780093829 0.8690232
## [1559,] 1.109190955 1.351117596 0.8690232
## [1560,] 1.551567653 1.994581946 0.8690232
## [1561,] 1.404108754 1.637101751 0.8690232
## [1562,] 1.182920405 1.279621557 0.8690232
## [1563,] 1.330379304 1.780093829 0.8690232
## [1564,] 1.182920405 1.637101751 0.8690232
## [1565,] 1.404108754 1.851589868 0.8690232
## [1566,] 1.182920405 1.565605712 0.8690232
## [1567,] 1.404108754 1.494109674 0.8690232
## [1568,] 1.330379304 1.780093829 0.8690232
## [1569,] 1.256649854 1.065133440 0.8690232
## [1570,] 1.109190955 1.637101751 0.8690232
## [1571,] 1.035461506 1.637101751 0.8690232
## [1572,] 1.256649854 1.637101751 0.8690232
## [1573,] 1.477838203 1.708597790 0.8690232
## [1574,] 1.256649854 1.351117596 0.8690232
## [1575,] 1.182920405 1.708597790 0.8690232
## [1576,] 1.256649854 2.066077985 0.8690232
## [1577,] 1.920214901 1.637101751 0.8690232
## [1578,] 2.067673800 1.494109674 0.8690232
## [1579,] 1.699026552 1.065133440 0.8690232
## [1580,] 1.993944350 1.422613635 0.8690232
## [1581,] 1.625297102 1.494109674 0.8690232
## [1582,] 1.846485451 1.780093829 0.8690232
## [1583,] 1.477838203 1.351117596 0.8690232
## [1584,] 2.141403249 1.851589868 0.8690232
## [1585,] 1.846485451 1.994581946 0.8690232
## [1586,] 1.699026552 1.565605712 0.8690232
## [1587,] 1.625297102 1.637101751 0.8690232
## [1588,] 1.625297102 1.065133440 0.8690232
## [1589,] 1.772756002 1.422613635 0.8690232
## [1590,] 1.920214901 1.851589868 0.8690232
## [1591,] 1.993944350 1.565605712 0.8690232
## [1592,] 1.625297102 1.494109674 0.8690232
## [1593,] 1.772756002 1.565605712 0.8690232
## [1594,] 1.846485451 1.422613635 0.8690232
## [1595,] 1.699026552 1.780093829 0.8690232
## [1596,] 1.625297102 1.208125518 0.8690232
## [1597,] 1.699026552 1.565605712 0.8690232
## [1598,] 1.699026552 1.422613635 0.8690232
## [1599,] 0.519355359 0.564661168 0.8690232
## [1600,] 0.003249212 0.135684935 0.8690232
## [1601,] 0.519355359 0.207180973 0.8690232
## [1602,] 0.076978661 -0.007307143 -1.1501778
## [1603,] 0.298167010 0.207180973 0.8690232
## [1604,] 0.371896459 0.350173051 0.8690232
## [1605,] 0.740543707 0.564661168 0.8690232
## [1606,] 0.888002607 0.636157207 0.8690232
## [1607,] 0.298167010 0.350173051 0.8690232
## [1608,] 0.150708111 -0.364787338 -1.1501778
## [1609,] 0.371896459 0.350173051 0.8690232
## [1610,] 0.445625909 0.779149285 0.8690232
## [1611,] 0.003249212 0.278677012 0.8690232
## [1612,] 0.519355359 0.493165129 0.8690232
## [1613,] 0.519355359 0.421669090 0.8690232
## [1614,] 0.519355359 0.278677012 0.8690232
## [1615,] 0.961732056 1.065133440 0.8690232
## [1616,] 0.666814258 1.065133440 -1.1501778
## [1617,] 0.740543707 1.065133440 0.8690232
## [1618,] 1.035461506 0.993637401 0.8690232
## [1619,] 1.256649854 1.494109674 0.8690232
## [1620,] 0.593084808 0.993637401 0.8690232
## [1621,] 1.109190955 1.208125518 0.8690232
## [1622,] 0.888002607 1.422613635 0.8690232
## [1623,] 0.961732056 1.136629479 0.8690232
## [1624,] 1.699026552 1.422613635 0.8690232
## [1625,] 1.477838203 1.422613635 0.8690232
## [1626,] 1.256649854 0.993637401 0.8690232
## [1627,] 0.961732056 1.351117596 0.8690232
## [1628,] 0.888002607 0.850645323 0.8690232
## [1629,] 1.035461506 1.565605712 0.8690232
## [1630,] 0.888002607 1.279621557 0.8690232
## [1631,] 1.109190955 1.279621557 0.8690232
## [1632,] 1.256649854 1.637101751 0.8690232
## [1633,] 1.256649854 1.422613635 0.8690232
## [1634,] 1.035461506 1.422613635 0.8690232
## [1635,] 1.330379304 1.565605712 0.8690232
## [1636,] 1.256649854 1.279621557 0.8690232
## [1637,] 1.109190955 1.708597790 0.8690232
## [1638,] 1.625297102 1.279621557 0.8690232
## [1639,] 1.182920405 0.993637401 0.8690232
## [1640,] 1.182920405 1.637101751 0.8690232
## [1641,] 1.256649854 1.565605712 0.8690232
## [1642,] 1.182920405 1.494109674 0.8690232
## [1643,] 1.477838203 1.351117596 0.8690232
## [1644,] 1.182920405 1.136629479 0.8690232
## [1645,] 1.256649854 1.208125518 0.8690232
## [1646,] 1.256649854 1.279621557 0.8690232
## [1647,] 0.888002607 1.279621557 0.8690232
## [1648,] 0.888002607 0.922141362 0.8690232
## [1649,] 1.256649854 0.850645323 0.8690232
## [1650,] 1.182920405 0.636157207 0.8690232
## [1651,] 1.256649854 0.779149285 0.8690232
## [1652,] 0.814273157 0.564661168 -1.1501778
## [1653,] 0.961732056 0.850645323 0.8690232
## [1654,] 0.740543707 0.779149285 0.8690232
## [1655,] 1.109190955 0.850645323 0.8690232
## [1656,] 1.182920405 1.065133440 0.8690232
## [1657,] 0.666814258 0.707653246 0.8690232
## [1658,] 1.109190955 0.779149285 0.8690232
## [1659,] 1.182920405 0.922141362 0.8690232
## [1660,] 1.109190955 0.850645323 0.8690232
## [1661,] 0.961732056 0.421669090 0.8690232
## [1662,] 1.035461506 0.278677012 0.8690232
## [1663,] 1.256649854 0.850645323 0.8690232
## [1664,] 0.961732056 0.493165129 0.8690232
## [1665,] 0.814273157 0.707653246 0.8690232
## [1666,] 1.035461506 0.564661168 0.8690232
## [1667,] 0.445625909 0.421669090 -1.1501778
## [1668,] 0.961732056 0.350173051 0.8690232
## [1669,] 1.109190955 0.850645323 0.8690232
## [1670,] 0.888002607 0.636157207 0.8690232
## [1671,] 0.814273157 1.136629479 0.8690232
## [1672,] 0.814273157 0.922141362 0.8690232
## [1673,] 1.109190955 0.564661168 0.8690232
## [1674,] 0.666814258 0.922141362 0.8690232
## [1675,] 0.740543707 0.779149285 0.8690232
## [1676,] 0.888002607 0.779149285 0.8690232
## [1677,] 0.593084808 0.636157207 0.8690232
## [1678,] 1.330379304 0.779149285 0.8690232
## [1679,] 0.888002607 0.421669090 0.8690232
## [1680,] 1.035461506 0.564661168 0.8690232
## [1681,] 0.666814258 0.850645323 0.8690232
## [1682,] 0.519355359 0.421669090 0.8690232
## [1683,] 0.298167010 0.350173051 -1.1501778
## [1684,] -0.217939137 0.064188896 -1.1501778
## [1685,] 0.003249212 0.064188896 -1.1501778
## [1686,] -0.144209688 0.135684935 -1.1501778
## [1687,] -0.291668587 -0.150299221 -1.1501778
## [1688,] -0.217939137 0.421669090 -1.1501778
## [1689,] 0.298167010 0.278677012 -1.1501778
## [1690,] 0.003249212 0.564661168 -1.1501778
## [1691,] 0.298167010 0.636157207 0.8690232
## [1692,] -0.070480238 0.350173051 -1.1501778
## [1693,] 0.371896459 0.421669090 0.8690232
## [1694,] 0.076978661 0.421669090 -1.1501778
## [1695,] -0.439127486 0.207180973 -1.1501778
## [1696,] -0.070480238 -0.007307143 -1.1501778
## [1697,] -0.144209688 0.350173051 -1.1501778
## [1698,] 0.150708111 0.421669090 -1.1501778
## [1699,] 0.076978661 0.493165129 -1.1501778
## [1700,] -0.070480238 0.350173051 -1.1501778
## [1701,] 0.150708111 0.421669090 -1.1501778
## [1702,] 0.003249212 0.350173051 -1.1501778
## [1703,] -0.586586385 -0.507779415 -1.1501778
## [1704,] -0.291668587 -0.650771493 -1.1501778
## [1705,] -0.144209688 -0.793763571 -1.1501778
## [1706,] -0.660315835 -0.793763571 -1.1501778
## [1707,] 0.003249212 -0.150299221 0.8690232
## [1708,] -0.586586385 -0.650771493 -1.1501778
## [1709,] -0.144209688 -0.507779415 -1.1501778
## [1710,] -0.365398036 -0.507779415 -1.1501778
## [1711,] -0.807774734 -1.079747727 -1.1501778
## [1712,] -0.660315835 -0.650771493 0.8690232
## [1713,] -0.439127486 -0.364787338 -1.1501778
## [1714,] -0.734045284 -0.936755649 -1.1501778
## [1715,] -0.586586385 -0.793763571 -1.1501778
## [1716,] -0.144209688 -0.650771493 -1.1501778
## [1717,] -0.734045284 -0.722267532 -1.1501778
## [1718,] -0.291668587 -0.293291299 0.8690232
## [1719,] 0.298167010 0.207180973 -1.1501778
## [1720,] 0.076978661 0.207180973 -1.1501778
## [1721,] 0.224437560 0.707653246 -1.1501778
## [1722,] -0.070480238 0.493165129 -1.1501778
## [1723,] -0.291668587 -0.007307143 -1.1501778
## [1724,] -0.144209688 -0.078803182 -1.1501778
## [1725,] -0.365398036 0.135684935 -1.1501778
## [1726,] -0.070480238 0.207180973 -1.1501778
## [1727,] 0.003249212 0.421669090 -1.1501778
## [1728,] 0.003249212 0.350173051 0.8690232
## [1729,] -0.291668587 0.135684935 -1.1501778
## [1730,] 0.076978661 0.278677012 -1.1501778
## [1731,] -0.144209688 0.064188896 -1.1501778
## [1732,] -0.144209688 0.064188896 -1.1501778
## [1733,] -0.660315835 -0.221795260 -1.1501778
## [1734,] -0.881504183 -1.222739804 0.8690232
## [1735,] -0.807774734 -0.793763571 0.8690232
## [1736,] -0.881504183 -0.865259610 0.8690232
## [1737,] -1.250151431 -1.151243765 0.8690232
## [1738,] -0.586586385 -1.151243765 0.8690232
## [1739,] -0.734045284 -0.793763571 0.8690232
## [1740,] -0.734045284 -1.008251688 0.8690232
## [1741,] -0.365398036 -0.936755649 0.8690232
## [1742,] -1.176421982 -1.151243765 0.8690232
## [1743,] -0.807774734 -0.865259610 0.8690232
## [1744,] -1.397610331 -1.365731882 -1.1501778
## [1745,] -0.881504183 -0.650771493 0.8690232
## [1746,] -0.512856936 -0.293291299 0.8690232
## [1747,] -0.881504183 -0.793763571 0.8690232
## [1748,] -0.660315835 -0.650771493 0.8690232
## [1749,] -0.955233633 -0.865259610 0.8690232
## [1750,] -1.102692532 -1.151243765 0.8690232
## [1751,] -0.586586385 -0.650771493 0.8690232
## [1752,] 0.371896459 0.135684935 -1.1501778
## [1753,] 0.593084808 0.421669090 -1.1501778
## [1754,] 0.224437560 0.493165129 0.8690232
## [1755,] 0.740543707 0.779149285 0.8690232
## [1756,] 0.593084808 0.636157207 0.8690232
## [1757,] 0.666814258 0.421669090 0.8690232
## [1758,] 0.740543707 0.850645323 0.8690232
## [1759,] 0.593084808 0.278677012 -1.1501778
## [1760,] 0.371896459 0.421669090 0.8690232
## [1761,] 0.298167010 0.421669090 -1.1501778
## [1762,] 0.740543707 0.707653246 0.8690232
## [1763,] 0.888002607 0.707653246 0.8690232
## [1764,] 0.814273157 0.779149285 0.8690232
## [1765,] 0.298167010 0.278677012 0.8690232
## [1766,] 0.740543707 0.564661168 0.8690232
## [1767,] 0.888002607 0.493165129 0.8690232
## [1768,] 0.740543707 0.636157207 0.8690232
## [1769,] 0.593084808 0.636157207 0.8690232
## [1770,] 1.035461506 0.707653246 0.8690232
## [1771,] 0.740543707 0.850645323 0.8690232
## [1772,] 0.593084808 0.564661168 0.8690232
## [1773,] 0.961732056 0.850645323 0.8690232
## [1774,] 0.445625909 0.350173051 0.8690232
## [1775,] 0.445625909 0.493165129 0.8690232
## [1776,] 0.371896459 0.850645323 0.8690232
## [1777,] 0.519355359 0.564661168 0.8690232
## [1778,] 0.593084808 0.922141362 0.8690232
## [1779,] 0.371896459 0.493165129 -1.1501778
## [1780,] 0.593084808 0.779149285 0.8690232
## [1781,] 0.888002607 1.065133440 0.8690232
## [1782,] 0.003249212 0.421669090 0.8690232
## [1783,] 0.224437560 0.636157207 0.8690232
## [1784,] 0.445625909 0.922141362 0.8690232
## [1785,] -0.144209688 0.850645323 0.8690232
## [1786,] 0.224437560 0.564661168 0.8690232
## [1787,] 0.814273157 0.922141362 0.8690232
## [1788,] 0.445625909 0.421669090 0.8690232
## [1789,] 0.519355359 0.707653246 0.8690232
## [1790,] 0.666814258 0.707653246 0.8690232
## [1791,] 0.076978661 0.421669090 0.8690232
## [1792,] 0.003249212 -0.364787338 0.8690232
## [1793,] -0.512856936 -0.436283377 0.8690232
## [1794,] -0.512856936 -0.364787338 0.8690232
## [1795,] -0.512856936 -0.221795260 0.8690232
## [1796,] -0.512856936 -1.151243765 -1.1501778
## [1797,] -0.439127486 -0.793763571 0.8690232
## [1798,] -0.439127486 -0.650771493 0.8690232
## [1799,] -0.144209688 -0.436283377 0.8690232
## [1800,] -0.365398036 -0.507779415 0.8690232
## [1801,] -0.512856936 -0.507779415 0.8690232
## [1802,] -0.439127486 -0.507779415 0.8690232
## [1803,] -0.586586385 -0.722267532 0.8690232
## [1804,] -0.660315835 -0.579275454 0.8690232
## [1805,] -0.881504183 -0.793763571 -1.1501778
## [1806,] -0.070480238 -0.364787338 0.8690232
## [1807,] -0.365398036 -0.221795260 0.8690232
## [1808,] -0.217939137 -0.650771493 0.8690232
## [1809,] -0.365398036 -0.579275454 0.8690232
## [1810,] -0.291668587 -0.221795260 0.8690232
## [1811,] -0.365398036 -0.865259610 0.8690232
## [1812,] -1.102692532 -0.865259610 0.8690232
## [1813,] -0.881504183 -0.865259610 -1.1501778
## [1814,] -0.955233633 -0.650771493 0.8690232
## [1815,] -0.881504183 -0.650771493 0.8690232
## [1816,] -0.955233633 -0.507779415 0.8690232
## [1817,] -0.881504183 -0.436283377 0.8690232
## [1818,] -0.734045284 -0.507779415 0.8690232
## [1819,] -0.881504183 -0.579275454 0.8690232
## [1820,] -0.881504183 -0.793763571 0.8690232
## [1821,] -1.028963083 -0.793763571 -1.1501778
## [1822,] -0.881504183 -0.579275454 0.8690232
## [1823,] -0.807774734 -0.722267532 0.8690232
## [1824,] -0.881504183 -0.293291299 0.8690232
## [1825,] -0.807774734 -0.579275454 0.8690232
## [1826,] -1.028963083 -0.722267532 0.8690232
## [1827,] -0.291668587 -0.436283377 0.8690232
## [1828,] -1.176421982 -0.650771493 0.8690232
## [1829,] -0.807774734 -0.507779415 0.8690232
## [1830,] -1.250151431 -1.079747727 0.8690232
## [1831,] -0.955233633 -0.436283377 0.8690232
## [1832,] -0.955233633 -0.364787338 0.8690232
## [1833,] -0.660315835 -0.722267532 0.8690232
## [1834,] -1.176421982 -1.294235843 -1.1501778
## [1835,] -0.512856936 -0.936755649 -1.1501778
## [1836,] -1.102692532 -1.437227921 -1.1501778
## [1837,] -0.660315835 -0.865259610 -1.1501778
## [1838,] -1.176421982 -1.651716038 -1.1501778
## [1839,] -1.176421982 -1.151243765 -1.1501778
## [1840,] -1.250151431 -1.151243765 -1.1501778
## [1841,] -0.881504183 -0.936755649 -1.1501778
## [1842,] -1.250151431 -1.079747727 -1.1501778
## [1843,] -1.250151431 -1.294235843 -1.1501778
## [1844,] -0.955233633 -1.365731882 -1.1501778
## [1845,] -0.881504183 -1.008251688 -1.1501778
## [1846,] -0.734045284 -1.365731882 -1.1501778
## [1847,] -1.028963083 -1.365731882 -1.1501778
## [1848,] -1.102692532 -1.222739804 -1.1501778
## [1849,] -0.881504183 -1.008251688 -1.1501778
## [1850,] -0.881504183 -1.151243765 -1.1501778
## [1851,] -0.955233633 -1.294235843 -1.1501778
## [1852,] -1.028963083 -1.151243765 -1.1501778
## [1853,] 0.150708111 -0.364787338 -1.1501778
## [1854,] -1.102692532 -1.294235843 -1.1501778
## [1855,] -1.176421982 -1.222739804 -1.1501778
## [1856,] -1.102692532 -1.008251688 -1.1501778
## [1857,] -0.881504183 -1.508723960 -1.1501778
## [1858,] -1.250151431 -1.222739804 -1.1501778
## [1859,] -0.660315835 -0.936755649 -1.1501778
## [1860,] -1.102692532 -1.437227921 -1.1501778
## [1861,] -1.471339780 -1.508723960 -1.1501778
## [1862,] -1.102692532 -1.008251688 -1.1501778
## [1863,] -1.766257578 -1.294235843 -1.1501778
## [1864,] -1.839987028 -1.294235843 -1.1501778
## [1865,] -1.545069230 -1.294235843 -1.1501778
## [1866,] -1.545069230 -1.151243765 -1.1501778
## [1867,] -1.692528129 -1.365731882 -1.1501778
## [1868,] -1.839987028 -1.723212077 -1.1501778
## [1869,] -1.766257578 -1.580219999 -1.1501778
## [1870,] -1.987445927 -1.508723960 -1.1501778
## [1871,] -1.839987028 -1.508723960 -1.1501778
## [1872,] -1.618798679 -1.580219999 -1.1501778
## [1873,] -1.545069230 -1.222739804 -1.1501778
## [1874,] -2.429822625 -1.437227921 -1.1501778
## [1875,] -1.766257578 -1.437227921 -1.1501778
## [1876,] -1.471339780 -0.936755649 -1.1501778
## [1877,] -1.839987028 -1.723212077 -1.1501778
## [1878,] -1.766257578 -1.294235843 -1.1501778
## [1879,] -1.913716478 -1.365731882 -1.1501778
## [1880,] -1.913716478 -2.009196232 -1.1501778
## [1881,] -1.913716478 -1.437227921 -1.1501778
## [1882,] -1.839987028 -1.437227921 -1.1501778
## [1883,] -1.250151431 -1.079747727 -1.1501778
## [1884,] -1.471339780 -1.294235843 -1.1501778
## [1885,] -1.766257578 -1.365731882 -1.1501778
## [1886,] -1.692528129 -1.580219999 -1.1501778
## [1887,] -1.471339780 -1.008251688 -1.1501778
## [1888,] -1.471339780 -1.079747727 -1.1501778
## [1889,] -1.692528129 -1.365731882 -1.1501778
## [1890,] -1.839987028 -1.294235843 -1.1501778
## [1891,] -1.545069230 -1.508723960 -1.1501778
## [1892,] -1.692528129 -1.437227921 -1.1501778
## [1893,] -1.028963083 -1.151243765 -1.1501778
## [1894,] -1.471339780 -1.008251688 -1.1501778
## [1895,] -1.323880881 -1.294235843 -1.1501778
## [1896,] -1.250151431 -1.079747727 -1.1501778
## [1897,] -1.397610331 -1.580219999 -1.1501778
## [1898,] -1.250151431 -1.365731882 -1.1501778
## [1899,] -1.102692532 -1.365731882 -1.1501778
## [1900,] -0.955233633 -0.936755649 -1.1501778
## [1901,] -1.176421982 -0.936755649 -1.1501778
## [1902,] -1.028963083 -1.580219999 -1.1501778
## [1903,] -1.102692532 -1.294235843 -1.1501778
## [1904,] -1.323880881 -1.437227921 -1.1501778
## [1905,] -1.323880881 -1.151243765 -1.1501778
## [1906,] -1.250151431 -1.151243765 -1.1501778
## [1907,] -0.955233633 -1.365731882 -1.1501778
## [1908,] -1.397610331 -1.222739804 -1.1501778
## [1909,] -1.102692532 -1.294235843 -1.1501778
## [1910,] -1.102692532 -1.222739804 -1.1501778
## [1911,] -1.102692532 -1.222739804 -1.1501778
## [1912,] -1.028963083 -0.936755649 -1.1501778
## [1913,] -1.102692532 -1.294235843 -1.1501778
## [1914,] -1.028963083 -1.294235843 -1.1501778
## [1915,] -1.102692532 -1.437227921 -1.1501778
## [1916,] -1.397610331 -1.222739804 -1.1501778
## [1917,] -1.028963083 -0.364787338 0.8690232
## [1918,] -1.545069230 -1.437227921 -1.1501778
## [1919,] -1.839987028 -1.365731882 -1.1501778
## [1920,] -1.471339780 -1.294235843 0.8690232
## [1921,] -1.323880881 -1.222739804 -1.1501778
## [1922,] -1.839987028 -1.437227921 -1.1501778
## [1923,] -1.913716478 -1.365731882 -1.1501778
## [1924,] -1.397610331 -1.079747727 -1.1501778
## [1925,] -1.692528129 -1.222739804 -1.1501778
## [1926,] -1.987445927 -1.794708115 -1.1501778
## [1927,] -1.839987028 -1.437227921 -1.1501778
## [1928,] -1.618798679 -1.437227921 -1.1501778
## [1929,] -1.618798679 -1.580219999 -1.1501778
## [1930,] -1.471339780 -1.079747727 -1.1501778
## [1931,] -1.545069230 -1.008251688 -1.1501778
## [1932,] -1.618798679 -1.437227921 -1.1501778
## [1933,] -1.692528129 -1.079747727 -1.1501778
## [1934,] -1.471339780 -1.365731882 -1.1501778
## [1935,] -1.545069230 -1.508723960 -1.1501778
## [1936,] -1.618798679 -1.365731882 -1.1501778
## [1937,] -1.839987028 -1.365731882 -1.1501778
## [1938,] -1.692528129 -1.079747727 -1.1501778
## [1939,] -1.987445927 -1.580219999 -1.1501778
## [1940,] -1.692528129 -1.651716038 -1.1501778
## [1941,] -1.766257578 -1.151243765 -1.1501778
## [1942,] -1.545069230 -1.294235843 -1.1501778
## [1943,] -1.913716478 -1.651716038 -1.1501778
## [1944,] -1.545069230 -1.294235843 -1.1501778
## [1945,] -1.618798679 -1.079747727 -1.1501778
## [1946,] -1.618798679 -1.294235843 -1.1501778
## [1947,] -1.323880881 -1.079747727 -1.1501778
## [1948,] 0.814273157 1.351117596 0.8690232
## [1949,] 1.330379304 1.136629479 0.8690232
## [1950,] 0.740543707 0.493165129 0.8690232
## [1951,] 0.519355359 0.993637401 0.8690232
## [1952,] 0.814273157 1.279621557 0.8690232
## [1953,] 0.814273157 0.993637401 0.8690232
## [1954,] 1.109190955 1.065133440 0.8690232
## [1955,] 1.035461506 1.065133440 0.8690232
## [1956,] 0.961732056 0.922141362 0.8690232
## [1957,] 0.519355359 1.065133440 0.8690232
## [1958,] 0.371896459 0.493165129 0.8690232
## [1959,] 0.814273157 1.708597790 0.8690232
## [1960,] 0.740543707 0.779149285 0.8690232
## [1961,] 0.888002607 0.993637401 0.8690232
## [1962,] 0.814273157 0.922141362 0.8690232
## [1963,] 0.445625909 1.065133440 -1.1501778
## [1964,] 0.888002607 0.779149285 0.8690232
## [1965,] 0.814273157 1.136629479 0.8690232
## [1966,] 0.740543707 0.993637401 -1.1501778
## [1967,] 0.445625909 0.922141362 0.8690232
## [1968,] 0.814273157 0.922141362 0.8690232
## [1969,] 0.519355359 0.850645323 0.8690232
## [1970,] 0.666814258 0.707653246 0.8690232
## [1971,] 1.109190955 1.136629479 0.8690232
## [1972,] 0.593084808 0.564661168 0.8690232
## [1973,] 0.740543707 0.636157207 0.8690232
## [1974,] 0.224437560 0.064188896 -1.1501778
## [1975,] 0.593084808 0.779149285 0.8690232
## [1976,] 0.740543707 0.350173051 0.8690232
## [1977,] 1.404108754 0.350173051 0.8690232
## [1978,] 1.109190955 0.993637401 0.8690232
## [1979,] 1.182920405 0.779149285 0.8690232
## [1980,] 0.445625909 -0.078803182 -1.1501778
## [1981,] 0.961732056 0.421669090 0.8690232
## [1982,] 0.519355359 0.064188896 0.8690232
## [1983,] 0.076978661 0.135684935 -1.1501778
## [1984,] 0.814273157 0.493165129 0.8690232
## [1985,] 0.740543707 0.135684935 0.8690232
## [1986,] 0.814273157 0.707653246 0.8690232
## [1987,] 0.593084808 0.707653246 0.8690232
## [1988,] 0.814273157 0.707653246 0.8690232
## [1989,] 1.182920405 0.922141362 0.8690232
## [1990,] 0.666814258 0.135684935 -1.1501778
## [1991,] 0.298167010 0.278677012 -1.1501778
## [1992,] 0.888002607 0.207180973 0.8690232
## [1993,] 0.593084808 0.636157207 0.8690232
## [1994,] 1.772756002 1.923085907 0.8690232
## [1995,] 1.920214901 1.637101751 0.8690232
## [1996,] 1.477838203 1.923085907 0.8690232
## [1997,] 1.625297102 1.565605712 0.8690232
## [1998,] 0.961732056 1.422613635 0.8690232
## [1999,] 1.330379304 1.708597790 0.8690232
## [2000,] 1.035461506 1.565605712 0.8690232
## [2001,] 1.477838203 1.923085907 0.8690232
## [2002,] 1.035461506 1.279621557 0.8690232
## [2003,] 1.256649854 1.279621557 0.8690232
## [2004,] 1.772756002 1.851589868 0.8690232
## [2005,] 1.404108754 1.923085907 0.8690232
## [2006,] 1.551567653 1.637101751 0.8690232
## [2007,] 1.330379304 1.923085907 0.8690232
## [2008,] 1.404108754 1.422613635 0.8690232
## [2009,] 1.772756002 1.923085907 0.8690232
## [2010,] 1.404108754 1.780093829 -1.1501778
## [2011,] 1.256649854 1.494109674 0.8690232
## [2012,] 1.404108754 1.208125518 0.8690232
## [2013,] 1.035461506 1.351117596 0.8690232
## [2014,] 1.404108754 1.637101751 0.8690232
## [2015,] 1.109190955 1.422613635 0.8690232
## [2016,] 1.551567653 1.994581946 0.8690232
## [2017,] -0.734045284 -0.507779415 -1.1501778
## [2018,] -0.439127486 -0.650771493 -1.1501778
## [2019,] -0.144209688 -0.793763571 -1.1501778
## [2020,] -0.586586385 -0.865259610 -1.1501778
## [2021,] -0.439127486 -0.579275454 -1.1501778
## [2022,] -0.439127486 -0.579275454 -1.1501778
## [2023,] -1.028963083 -1.008251688 -1.1501778
## [2024,] -0.070480238 -0.293291299 -1.1501778
## [2025,] -0.217939137 -0.507779415 -1.1501778
## [2026,] -0.439127486 -0.579275454 -1.1501778
## [2027,] -0.660315835 -0.650771493 -1.1501778
## [2028,] -0.512856936 -0.579275454 -1.1501778
## [2029,] -0.660315835 -0.722267532 -1.1501778
## [2030,] -0.881504183 -0.865259610 -1.1501778
## [2031,] -0.734045284 -0.579275454 -1.1501778
## [2032,] -0.217939137 -0.364787338 -1.1501778
## [2033,] -0.512856936 -0.579275454 -1.1501778
## [2034,] -0.144209688 -0.293291299 -1.1501778
## [2035,] -0.660315835 -0.793763571 -1.1501778
## [2036,] -0.070480238 -0.436283377 -1.1501778
## [2037,] -0.586586385 -0.436283377 -1.1501778
## [2038,] -0.439127486 -0.722267532 -1.1501778
## [2039,] -0.365398036 -0.364787338 -1.1501778
## [2040,] -0.660315835 -0.936755649 -1.1501778
## [2041,] -0.070480238 -0.507779415 0.8690232
## [2042,] -0.660315835 -0.865259610 -1.1501778
## [2043,] -0.217939137 -0.364787338 0.8690232
## [2044,] -1.692528129 -0.865259610 -1.1501778
## [2045,] -2.208634276 -1.008251688 -1.1501778
## [2046,] -1.618798679 -0.936755649 -1.1501778
## [2047,] -0.807774734 -0.793763571 0.8690232
## [2048,] -1.545069230 -0.936755649 -1.1501778
## [2049,] -1.250151431 -1.008251688 -1.1501778
## [2050,] -1.545069230 -1.222739804 -1.1501778
## [2051,] -1.176421982 -0.936755649 -1.1501778
## [2052,] -1.028963083 -0.865259610 -1.1501778
## [2053,] -1.397610331 -1.079747727 -1.1501778
## [2054,] -1.250151431 -1.008251688 -1.1501778
## [2055,] -1.250151431 -1.079747727 -1.1501778
## [2056,] -1.323880881 -1.079747727 -1.1501778
## [2057,] -1.471339780 -1.079747727 -1.1501778
## [2058,] -1.839987028 -1.365731882 -1.1501778
## [2059,] -1.250151431 -1.008251688 -1.1501778
## [2060,] -1.250151431 -1.222739804 -1.1501778
## [2061,] -1.397610331 -0.865259610 -1.1501778
## [2062,] -1.323880881 -0.722267532 -1.1501778
## [2063,] -1.471339780 -0.579275454 -1.1501778
## [2064,] -1.028963083 -0.936755649 -1.1501778
## [2065,] -1.323880881 -1.008251688 -1.1501778
## [2066,] -1.323880881 -0.936755649 -1.1501778
## [2067,] -1.176421982 -1.294235843 -1.1501778
## [2068,] -1.323880881 -1.008251688 -1.1501778
## [2069,] -1.102692532 -0.865259610 0.8690232
## [2070,] -1.545069230 -1.222739804 -1.1501778
## [2071,] -1.250151431 -1.008251688 -1.1501778
## [2072,] -1.176421982 -0.793763571 -1.1501778
## [2073,] -1.397610331 -1.294235843 -1.1501778
## [2074,] -0.660315835 -1.294235843 -1.1501778
## [2075,] -0.881504183 -1.079747727 0.8690232
## [2076,] -1.102692532 -1.294235843 -1.1501778
## [2077,] -0.734045284 -1.151243765 -1.1501778
## [2078,] -1.176421982 -1.222739804 -1.1501778
## [2079,] -1.176421982 -1.151243765 -1.1501778
## [2080,] -0.881504183 -1.008251688 0.8690232
## [2081,] -0.734045284 -1.151243765 -1.1501778
## [2082,] -0.807774734 -1.008251688 -1.1501778
## [2083,] -0.660315835 -1.222739804 -1.1501778
## [2084,] -0.807774734 -0.936755649 -1.1501778
## [2085,] -1.323880881 -1.222739804 -1.1501778
## [2086,] -1.028963083 -1.079747727 -1.1501778
## [2087,] -1.250151431 -1.365731882 -1.1501778
## [2088,] -1.102692532 -1.008251688 -1.1501778
## [2089,] -1.323880881 -1.437227921 -1.1501778
## [2090,] -1.250151431 -1.079747727 -1.1501778
## [2091,] -0.734045284 -0.722267532 0.8690232
## [2092,] -0.586586385 -0.865259610 -1.1501778
## [2093,] -0.807774734 -1.079747727 -1.1501778
## [2094,] -0.881504183 -1.580219999 -1.1501778
## [2095,] -1.323880881 -1.508723960 -1.1501778
## [2096,] -1.250151431 -1.222739804 -1.1501778
## [2097,] -1.028963083 -1.151243765 -1.1501778
## [2098,] -1.028963083 -0.865259610 -1.1501778
## [2099,] -0.734045284 -1.008251688 -1.1501778
## [2100,] -1.397610331 -1.437227921 -1.1501778
## [2101,] -0.955233633 -1.222739804 -1.1501778
## [2102,] -1.028963083 -1.365731882 -1.1501778
## [2103,] -1.397610331 -1.365731882 -1.1501778
## [2104,] -1.028963083 -1.508723960 -1.1501778
## [2105,] -0.881504183 -1.079747727 -1.1501778
## [2106,] -1.176421982 -0.936755649 -1.1501778
## [2107,] -1.250151431 -1.294235843 -1.1501778
## [2108,] -0.955233633 -1.151243765 -1.1501778
## [2109,] -1.397610331 -1.723212077 -1.1501778
## [2110,] -1.397610331 -1.008251688 -1.1501778
## [2111,] -1.102692532 -1.365731882 -1.1501778
## [2112,] -0.955233633 -1.365731882 -1.1501778
## [2113,] -1.176421982 -1.294235843 -1.1501778
## [2114,] -1.102692532 -1.437227921 -1.1501778
## [2115,] -1.176421982 -0.865259610 0.8690232
## [2116,] -1.028963083 -1.365731882 -1.1501778
## [2117,] -1.250151431 -1.365731882 -1.1501778
## [2118,] -0.955233633 -0.865259610 -1.1501778
## [2119,] -0.660315835 -1.008251688 0.8690232
## [2120,] -1.028963083 -1.294235843 -1.1501778
## [2121,] -0.955233633 -1.222739804 -1.1501778
## [2122,] -1.176421982 -1.079747727 0.8690232
## [2123,] -1.250151431 -1.508723960 -1.1501778
## [2124,] -1.102692532 -1.508723960 -1.1501778
## [2125,] -1.028963083 -1.222739804 -1.1501778
## [2126,] -0.734045284 -1.437227921 -1.1501778
## [2127,] -1.250151431 -1.151243765 -1.1501778
## [2128,] -1.176421982 -1.222739804 -1.1501778
## [2129,] -1.176421982 -0.865259610 0.8690232
## [2130,] -1.250151431 -1.508723960 -1.1501778
## [2131,] -0.734045284 -1.151243765 -1.1501778
## [2132,] -0.660315835 -1.008251688 -1.1501778
## [2133,] -1.028963083 -1.365731882 -1.1501778
## attr(,"scaled:center")
## X1 X2 Y
## 54.95593 67.10220 1.56962
## attr(,"scaled:scale")
## X1 X2 Y
## 13.5631014 13.9867889 0.4952454
nrow(Diskriminan)
## [1] 2133
data_numerik <- Diskriminan
data_numerik
## X1 X2 Y
## [1,] 0.519355359 0.350173051 0.8690232
## [2,] 0.814273157 0.850645323 0.8690232
## [3,] 0.666814258 0.636157207 0.8690232
## [4,] 0.445625909 0.707653246 0.8690232
## [5,] 0.666814258 0.636157207 0.8690232
## [6,] 0.814273157 0.493165129 0.8690232
## [7,] 0.593084808 0.564661168 0.8690232
## [8,] 0.593084808 0.350173051 0.8690232
## [9,] 0.666814258 0.707653246 0.8690232
## [10,] 0.445625909 0.350173051 0.8690232
## [11,] 0.445625909 0.421669090 0.8690232
## [12,] 0.666814258 0.493165129 0.8690232
## [13,] 0.814273157 0.779149285 0.8690232
## [14,] 0.371896459 0.278677012 0.8690232
## [15,] 0.666814258 0.707653246 0.8690232
## [16,] 0.666814258 0.421669090 0.8690232
## [17,] 0.593084808 0.207180973 0.8690232
## [18,] 0.888002607 0.421669090 0.8690232
## [19,] 0.593084808 0.278677012 0.8690232
## [20,] 0.666814258 0.421669090 0.8690232
## [21,] 0.371896459 0.064188896 0.8690232
## [22,] 0.371896459 0.207180973 0.8690232
## [23,] 0.150708111 -0.078803182 0.8690232
## [24,] 0.150708111 0.207180973 0.8690232
## [25,] 0.076978661 -0.150299221 -1.1501778
## [26,] 0.224437560 -0.007307143 0.8690232
## [27,] 0.371896459 0.207180973 0.8690232
## [28,] 0.371896459 -0.007307143 0.8690232
## [29,] -0.070480238 -0.293291299 0.8690232
## [30,] 0.371896459 0.564661168 0.8690232
## [31,] 0.224437560 -0.078803182 0.8690232
## [32,] 0.814273157 0.278677012 0.8690232
## [33,] 0.371896459 0.636157207 0.8690232
## [34,] 0.298167010 0.135684935 0.8690232
## [35,] 0.150708111 0.135684935 0.8690232
## [36,] 0.371896459 0.064188896 0.8690232
## [37,] 0.445625909 0.278677012 0.8690232
## [38,] 0.445625909 -0.078803182 0.8690232
## [39,] 0.298167010 0.135684935 0.8690232
## [40,] 0.519355359 0.350173051 0.8690232
## [41,] 0.371896459 -0.078803182 0.8690232
## [42,] 0.445625909 0.564661168 0.8690232
## [43,] 0.224437560 0.779149285 -1.1501778
## [44,] 0.666814258 1.065133440 -1.1501778
## [45,] 0.224437560 0.707653246 -1.1501778
## [46,] 0.740543707 1.422613635 0.8690232
## [47,] 0.740543707 0.922141362 0.8690232
## [48,] 0.519355359 0.564661168 -1.1501778
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## [51,] 0.298167010 0.493165129 -1.1501778
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## [62,] 0.814273157 1.065133440 0.8690232
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## [65,] 1.330379304 1.279621557 0.8690232
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## [70,] 0.519355359 0.779149285 -1.1501778
## [71,] 1.551567653 1.208125518 0.8690232
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## [73,] 0.740543707 1.422613635 0.8690232
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## [77,] 0.740543707 1.136629479 -1.1501778
## [78,] 0.593084808 0.779149285 -1.1501778
## [79,] 0.961732056 1.208125518 -1.1501778
## [80,] 0.740543707 0.850645323 0.8690232
## [81,] 1.109190955 1.136629479 0.8690232
## [82,] 0.740543707 0.993637401 -1.1501778
## [83,] 0.445625909 0.493165129 -1.1501778
## [84,] 0.593084808 0.707653246 -1.1501778
## [85,] 0.519355359 1.065133440 0.8690232
## [86,] 1.035461506 0.993637401 0.8690232
## [87,] 0.593084808 0.564661168 -1.1501778
## [88,] 0.519355359 0.993637401 -1.1501778
## [89,] 0.593084808 0.707653246 -1.1501778
## [90,] 0.298167010 0.493165129 -1.1501778
## [91,] 0.593084808 0.922141362 0.8690232
## [92,] 0.814273157 0.636157207 0.8690232
## [93,] 0.298167010 0.707653246 0.8690232
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## [95,] 0.961732056 0.636157207 -1.1501778
## [96,] 1.404108754 1.065133440 -1.1501778
## [97,] 0.593084808 0.421669090 -1.1501778
## [98,] 1.330379304 0.779149285 -1.1501778
## [99,] 1.477838203 1.136629479 0.8690232
## [100,] 1.699026552 1.208125518 0.8690232
## [101,] 1.035461506 0.779149285 -1.1501778
## [102,] 1.330379304 0.993637401 -1.1501778
## [103,] 1.404108754 0.922141362 -1.1501778
## [104,] 1.330379304 0.922141362 0.8690232
## [105,] 0.961732056 1.065133440 -1.1501778
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## [107,] 1.330379304 0.922141362 0.8690232
## [108,] 1.182920405 1.708597790 0.8690232
## [109,] 1.330379304 0.922141362 0.8690232
## [110,] 1.551567653 0.922141362 0.8690232
## [111,] 1.109190955 1.208125518 0.8690232
## [112,] 1.182920405 0.779149285 0.8690232
## [113,] 1.551567653 1.279621557 0.8690232
## [114,] 1.256649854 1.136629479 0.8690232
## [115,] 1.182920405 1.136629479 0.8690232
## [116,] -0.439127486 0.064188896 -1.1501778
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## [118,] 0.371896459 0.421669090 -1.1501778
## [119,] 0.298167010 0.421669090 -1.1501778
## [120,] 0.298167010 0.207180973 0.8690232
## [121,] 0.003249212 0.135684935 -1.1501778
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## [126,] 0.519355359 0.636157207 0.8690232
## [127,] 0.224437560 0.564661168 0.8690232
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## [129,] 0.298167010 -0.007307143 0.8690232
## [130,] -0.144209688 0.135684935 -1.1501778
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## [132,] 0.961732056 0.636157207 0.8690232
## [133,] 0.888002607 0.922141362 0.8690232
## [134,] 0.888002607 0.636157207 -1.1501778
## [135,] 0.814273157 1.065133440 0.8690232
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## [137,] 0.445625909 0.207180973 0.8690232
## [138,] 0.593084808 0.564661168 0.8690232
## [139,] 0.961732056 0.707653246 0.8690232
## [140,] 0.445625909 0.636157207 -1.1501778
## [141,] 1.477838203 1.136629479 0.8690232
## [142,] 0.961732056 0.564661168 -1.1501778
## [143,] 0.740543707 0.350173051 -1.1501778
## [144,] 0.740543707 0.707653246 -1.1501778
## [145,] 0.445625909 0.707653246 -1.1501778
## [146,] 0.519355359 0.135684935 -1.1501778
## [147,] 0.740543707 0.493165129 -1.1501778
## [148,] 1.109190955 0.850645323 -1.1501778
## [149,] 0.740543707 0.493165129 -1.1501778
## [150,] 0.371896459 0.421669090 -1.1501778
## [151,] 0.371896459 -0.007307143 0.8690232
## [152,] 0.519355359 0.207180973 0.8690232
## [153,] 0.298167010 0.421669090 0.8690232
## [154,] 0.519355359 0.350173051 0.8690232
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## [157,] 0.224437560 -0.078803182 0.8690232
## [158,] 0.371896459 0.135684935 0.8690232
## [159,] 0.961732056 0.779149285 0.8690232
## [160,] 0.003249212 0.135684935 0.8690232
## [161,] 0.445625909 0.278677012 0.8690232
## [162,] 0.445625909 0.278677012 0.8690232
## [163,] 0.445625909 0.207180973 0.8690232
## [164,] 0.666814258 0.993637401 0.8690232
## [165,] 0.445625909 0.350173051 0.8690232
## [166,] -0.070480238 0.135684935 -1.1501778
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## [168,] 0.003249212 -0.221795260 0.8690232
## [169,] 0.740543707 0.278677012 0.8690232
## [170,] 0.666814258 0.636157207 0.8690232
## [171,] 1.256649854 0.850645323 0.8690232
## [172,] 1.256649854 0.779149285 0.8690232
## [173,] 0.888002607 0.350173051 0.8690232
## [174,] 0.666814258 0.493165129 0.8690232
## [175,] 1.035461506 0.850645323 0.8690232
## [176,] 0.888002607 0.779149285 0.8690232
## [177,] 1.109190955 0.636157207 0.8690232
## [178,] 0.666814258 0.707653246 0.8690232
## [179,] 0.666814258 0.564661168 0.8690232
## [180,] 1.035461506 0.779149285 0.8690232
## [181,] 1.109190955 1.065133440 0.8690232
## [182,] 1.182920405 0.779149285 0.8690232
## [183,] 0.888002607 0.922141362 0.8690232
## [184,] 1.035461506 0.850645323 0.8690232
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## [186,] 0.814273157 0.993637401 0.8690232
## [187,] 0.666814258 0.779149285 0.8690232
## [188,] 1.035461506 1.065133440 0.8690232
## [189,] 0.888002607 1.065133440 0.8690232
## [190,] 0.740543707 0.636157207 0.8690232
## [191,] 0.666814258 1.494109674 0.8690232
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## [193,] 1.330379304 0.993637401 0.8690232
## [194,] 0.814273157 1.136629479 0.8690232
## [195,] 0.076978661 0.779149285 0.8690232
## [196,] 0.888002607 1.422613635 0.8690232
## [197,] 0.519355359 1.065133440 0.8690232
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## [200,] 0.961732056 1.279621557 0.8690232
## [201,] 0.593084808 1.065133440 0.8690232
## [202,] 1.256649854 1.136629479 0.8690232
## [203,] 1.109190955 1.065133440 0.8690232
## [204,] 0.961732056 1.422613635 0.8690232
## [205,] 0.666814258 1.279621557 0.8690232
## [206,] 0.666814258 0.779149285 0.8690232
## [207,] 0.445625909 0.707653246 0.8690232
## [208,] 1.109190955 0.779149285 0.8690232
## [209,] 0.740543707 0.850645323 0.8690232
## [210,] 0.593084808 0.350173051 0.8690232
## [211,] 0.961732056 0.922141362 0.8690232
## [212,] 0.814273157 0.564661168 0.8690232
## [213,] 0.666814258 0.564661168 0.8690232
## [214,] 0.961732056 0.707653246 0.8690232
## [215,] 0.888002607 0.850645323 0.8690232
## [216,] 0.814273157 0.564661168 0.8690232
## [217,] 0.961732056 0.922141362 0.8690232
## [218,] 1.256649854 1.351117596 0.8690232
## [219,] 1.035461506 0.636157207 0.8690232
## [220,] 0.961732056 0.779149285 0.8690232
## [221,] 0.519355359 0.564661168 0.8690232
## [222,] 1.182920405 0.922141362 0.8690232
## [223,] 1.256649854 0.850645323 0.8690232
## [224,] 0.666814258 0.493165129 0.8690232
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## [240,] 0.371896459 0.493165129 0.8690232
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## [246,] -0.217939137 0.064188896 -1.1501778
## [247,] 0.076978661 -0.293291299 0.8690232
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## [279,] -0.365398036 -0.221795260 0.8690232
## [280,] -0.217939137 -0.007307143 0.8690232
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## [284,] 0.150708111 -0.007307143 0.8690232
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## [286,] 0.298167010 -0.221795260 0.8690232
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## [289,] 0.298167010 -0.221795260 0.8690232
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## [292,] 0.150708111 -0.150299221 0.8690232
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## [295,] 0.150708111 0.064188896 0.8690232
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## [298,] 0.371896459 0.064188896 0.8690232
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## [301,] -0.217939137 -0.436283377 -1.1501778
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## [318,] 0.150708111 0.636157207 0.8690232
## [319,] -0.217939137 -0.007307143 0.8690232
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## [321,] -0.217939137 0.421669090 0.8690232
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## [329,] 0.076978661 0.207180973 0.8690232
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## [332,] -0.070480238 -0.007307143 0.8690232
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## [362,] -1.102692532 -0.507779415 -1.1501778
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## [365,] -1.250151431 -0.722267532 -1.1501778
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## [369,] -1.397610331 -1.008251688 -1.1501778
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## [457,] 0.445625909 0.636157207 0.8690232
## [458,] 0.150708111 0.636157207 0.8690232
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## [482,] 1.256649854 1.136629479 0.8690232
## [483,] 0.076978661 0.421669090 -1.1501778
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## [485,] 0.961732056 1.422613635 0.8690232
## [486,] 0.150708111 0.850645323 0.8690232
## [487,] 0.519355359 0.636157207 0.8690232
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## [491,] 0.224437560 0.421669090 -1.1501778
## [492,] 0.593084808 0.779149285 -1.1501778
## [493,] 0.224437560 0.707653246 0.8690232
## [494,] 0.445625909 0.707653246 0.8690232
## [495,] 0.371896459 0.493165129 0.8690232
## [496,] 0.003249212 0.350173051 0.8690232
## [497,] 0.298167010 0.493165129 0.8690232
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## [623,] 0.003249212 0.278677012 -1.1501778
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## [968,] -1.028963083 -0.936755649 0.8690232
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## [1004,] -0.144209688 -0.364787338 -1.1501778
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## [1007,] -1.839987028 -1.723212077 -1.1501778
## [1008,] -1.987445927 -1.794708115 -1.1501778
## [1009,] -1.839987028 -1.794708115 -1.1501778
## [1010,] -1.913716478 -1.794708115 -1.1501778
## [1011,] -1.839987028 -2.223684349 -1.1501778
## [1012,] -1.545069230 -1.866204154 -1.1501778
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## [1015,] -1.913716478 -1.866204154 -1.1501778
## [1016,] -1.913716478 -1.937700193 -1.1501778
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## [1018,] -1.692528129 -2.009196232 -1.1501778
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## [1020,] -1.766257578 -1.794708115 -1.1501778
## [1021,] -2.061175377 -1.866204154 -1.1501778
## [1022,] -1.545069230 -1.937700193 -1.1501778
## [1023,] -2.061175377 -1.723212077 -1.1501778
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## [1027,] -1.839987028 -1.794708115 -1.1501778
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## [1029,] -1.545069230 -1.651716038 -1.1501778
## [1030,] -1.913716478 -1.723212077 -1.1501778
## [1031,] -1.766257578 -1.794708115 -1.1501778
## [1032,] -1.618798679 -2.009196232 -1.1501778
## [1033,] -1.618798679 -1.651716038 -1.1501778
## [1034,] -1.618798679 -1.580219999 -1.1501778
## [1035,] -1.250151431 -1.651716038 -1.1501778
## [1036,] -1.397610331 -1.508723960 -1.1501778
## [1037,] -1.397610331 -1.723212077 -1.1501778
## [1038,] -1.618798679 -1.723212077 -1.1501778
## [1039,] -1.323880881 -1.723212077 -1.1501778
## [1040,] -1.545069230 -1.580219999 -1.1501778
## [1041,] -1.913716478 -2.009196232 -1.1501778
## [1042,] -1.618798679 -1.794708115 -1.1501778
## [1043,] -1.692528129 -1.580219999 -1.1501778
## [1044,] -1.545069230 -1.437227921 -1.1501778
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## [1046,] -1.397610331 -1.294235843 -1.1501778
## [1047,] -1.618798679 -1.580219999 -1.1501778
## [1048,] -1.692528129 -1.651716038 -1.1501778
## [1049,] -1.397610331 -1.294235843 -1.1501778
## [1050,] -1.839987028 -1.723212077 -1.1501778
## [1051,] -1.692528129 -1.580219999 -1.1501778
## [1052,] -0.512856936 -0.936755649 -1.1501778
## [1053,] -1.102692532 -1.294235843 -1.1501778
## [1054,] -0.955233633 -0.793763571 -1.1501778
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## [1056,] -0.734045284 -0.865259610 -1.1501778
## [1057,] -0.881504183 -0.722267532 -1.1501778
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## [1070,] -1.323880881 -1.079747727 -1.1501778
## [1071,] -0.734045284 -0.793763571 -1.1501778
## [1072,] -0.881504183 -0.579275454 -1.1501778
## [1073,] -0.586586385 -0.364787338 -1.1501778
## [1074,] -1.987445927 -1.937700193 -1.1501778
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## [1076,] -1.397610331 -1.151243765 -1.1501778
## [1077,] -1.545069230 -1.294235843 -1.1501778
## [1078,] -1.471339780 -1.508723960 -1.1501778
## [1079,] -1.766257578 -1.508723960 -1.1501778
## [1080,] -1.913716478 -1.651716038 -1.1501778
## [1081,] -1.692528129 -1.508723960 -1.1501778
## [1082,] -1.692528129 -2.080692271 -1.1501778
## [1083,] -1.766257578 -1.580219999 -1.1501778
## [1084,] -1.618798679 -1.508723960 -1.1501778
## [1085,] -1.692528129 -1.866204154 -1.1501778
## [1086,] -1.471339780 -1.580219999 -1.1501778
## [1087,] -1.766257578 -1.794708115 -1.1501778
## [1088,] -1.397610331 -1.937700193 -1.1501778
## [1089,] -1.471339780 -1.580219999 -1.1501778
## [1090,] -2.134904826 -2.152188310 -1.1501778
## [1091,] -1.839987028 -1.651716038 -1.1501778
## [1092,] -1.545069230 -1.866204154 -1.1501778
## [1093,] -1.913716478 -1.723212077 -1.1501778
## [1094,] -1.766257578 -1.437227921 -1.1501778
## [1095,] -1.692528129 -1.866204154 -1.1501778
## [1096,] -1.397610331 -1.580219999 -1.1501778
## [1097,] 0.740543707 0.636157207 0.8690232
## [1098,] 0.814273157 0.135684935 0.8690232
## [1099,] 0.224437560 0.207180973 0.8690232
## [1100,] 0.888002607 0.850645323 0.8690232
## [1101,] 0.371896459 0.207180973 0.8690232
## [1102,] 0.298167010 0.135684935 0.8690232
## [1103,] 0.224437560 0.278677012 0.8690232
## [1104,] 0.519355359 0.493165129 0.8690232
## [1105,] 0.371896459 0.064188896 0.8690232
## [1106,] 0.814273157 0.493165129 0.8690232
## [1107,] 0.298167010 0.207180973 0.8690232
## [1108,] 0.593084808 0.207180973 0.8690232
## [1109,] 0.150708111 -0.007307143 0.8690232
## [1110,] 0.224437560 0.207180973 0.8690232
## [1111,] 0.224437560 0.278677012 0.8690232
## [1112,] 0.740543707 0.278677012 0.8690232
## [1113,] 0.888002607 0.493165129 0.8690232
## [1114,] 0.814273157 0.350173051 0.8690232
## [1115,] 0.593084808 0.350173051 0.8690232
## [1116,] 0.298167010 0.421669090 0.8690232
## [1117,] 0.666814258 0.421669090 0.8690232
## [1118,] 0.519355359 0.278677012 0.8690232
## [1119,] -0.144209688 0.278677012 0.8690232
## [1120,] 0.076978661 0.278677012 0.8690232
## [1121,] 0.814273157 0.350173051 0.8690232
## [1122,] 0.740543707 0.350173051 0.8690232
## [1123,] 0.519355359 0.207180973 0.8690232
## [1124,] 0.371896459 0.564661168 0.8690232
## [1125,] 0.298167010 -0.007307143 0.8690232
## [1126,] 0.371896459 0.207180973 0.8690232
## [1127,] 0.593084808 0.350173051 0.8690232
## [1128,] 0.519355359 0.421669090 0.8690232
## [1129,] 0.814273157 0.278677012 0.8690232
## [1130,] 0.076978661 -0.293291299 0.8690232
## [1131,] 0.371896459 0.278677012 0.8690232
## [1132,] 0.298167010 0.135684935 0.8690232
## [1133,] -0.070480238 -0.150299221 0.8690232
## [1134,] 0.445625909 0.207180973 0.8690232
## [1135,] 0.371896459 -0.078803182 0.8690232
## [1136,] 0.371896459 0.207180973 0.8690232
## [1137,] 0.740543707 1.065133440 0.8690232
## [1138,] 0.814273157 1.065133440 0.8690232
## [1139,] 0.888002607 1.136629479 0.8690232
## [1140,] 0.961732056 1.208125518 0.8690232
## [1141,] 0.593084808 0.493165129 0.8690232
## [1142,] 0.593084808 0.922141362 0.8690232
## [1143,] 0.076978661 0.350173051 0.8690232
## [1144,] 0.371896459 0.779149285 0.8690232
## [1145,] 0.593084808 0.993637401 0.8690232
## [1146,] 0.740543707 0.922141362 0.8690232
## [1147,] 0.961732056 0.922141362 0.8690232
## [1148,] 0.666814258 0.850645323 0.8690232
## [1149,] 0.740543707 0.850645323 0.8690232
## [1150,] 0.888002607 1.136629479 0.8690232
## [1151,] 0.519355359 0.922141362 0.8690232
## [1152,] 0.593084808 1.136629479 0.8690232
## [1153,] 0.888002607 0.779149285 0.8690232
## [1154,] 0.076978661 0.278677012 -1.1501778
## [1155,] 0.519355359 0.707653246 0.8690232
## [1156,] 0.593084808 0.707653246 0.8690232
## [1157,] 0.224437560 0.850645323 0.8690232
## [1158,] 0.445625909 0.779149285 0.8690232
## [1159,] 0.740543707 0.779149285 0.8690232
## [1160,] 0.224437560 0.350173051 -1.1501778
## [1161,] 0.445625909 0.922141362 0.8690232
## [1162,] 0.888002607 1.208125518 0.8690232
## [1163,] 0.224437560 0.779149285 0.8690232
## [1164,] 0.519355359 0.779149285 0.8690232
## [1165,] 0.740543707 0.779149285 0.8690232
## [1166,] 0.593084808 0.993637401 0.8690232
## [1167,] 0.519355359 0.707653246 0.8690232
## [1168,] 0.519355359 1.065133440 0.8690232
## [1169,] 0.593084808 1.065133440 0.8690232
## [1170,] 0.371896459 0.993637401 0.8690232
## [1171,] -0.365398036 -0.507779415 0.8690232
## [1172,] -0.586586385 -0.364787338 0.8690232
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## [1175,] -0.365398036 -0.579275454 0.8690232
## [1176,] -0.512856936 -0.650771493 0.8690232
## [1177,] -0.512856936 -0.507779415 0.8690232
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## [1179,] -0.291668587 -0.507779415 0.8690232
## [1180,] -0.807774734 -0.793763571 0.8690232
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## [1182,] -0.586586385 -0.865259610 0.8690232
## [1183,] -0.660315835 -1.222739804 0.8690232
## [1184,] -0.365398036 -1.008251688 -1.1501778
## [1185,] -0.144209688 -0.579275454 0.8690232
## [1186,] -0.586586385 -0.650771493 0.8690232
## [1187,] -0.734045284 -0.722267532 0.8690232
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## [1189,] -0.734045284 -0.793763571 0.8690232
## [1190,] -0.586586385 -0.650771493 0.8690232
## [1191,] -0.439127486 0.064188896 0.8690232
## [1192,] -0.807774734 -0.936755649 0.8690232
## [1193,] 0.371896459 0.207180973 0.8690232
## [1194,] 0.003249212 0.064188896 0.8690232
## [1195,] 0.298167010 0.064188896 0.8690232
## [1196,] 0.371896459 0.278677012 0.8690232
## [1197,] 0.666814258 0.636157207 0.8690232
## [1198,] 0.519355359 0.493165129 0.8690232
## [1199,] 0.593084808 0.278677012 0.8690232
## [1200,] 0.371896459 -0.078803182 0.8690232
## [1201,] 0.224437560 0.064188896 0.8690232
## [1202,] 0.445625909 0.350173051 0.8690232
## [1203,] 0.519355359 0.421669090 0.8690232
## [1204,] 0.298167010 0.350173051 0.8690232
## [1205,] 0.150708111 0.421669090 -1.1501778
## [1206,] 0.814273157 0.350173051 -1.1501778
## [1207,] 0.445625909 0.564661168 0.8690232
## [1208,] 0.445625909 0.278677012 0.8690232
## [1209,] 0.003249212 0.064188896 -1.1501778
## [1210,] 0.150708111 0.064188896 0.8690232
## [1211,] 0.224437560 0.064188896 0.8690232
## [1212,] 0.298167010 -0.078803182 0.8690232
## [1213,] 0.519355359 0.135684935 0.8690232
## [1214,] -0.144209688 -0.364787338 -1.1501778
## [1215,] -0.217939137 0.207180973 0.8690232
## [1216,] 0.593084808 0.421669090 0.8690232
## [1217,] 0.003249212 -0.364787338 -1.1501778
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## [1219,] 0.150708111 -0.007307143 0.8690232
## [1220,] -0.070480238 -0.293291299 -1.1501778
## [1221,] 0.298167010 -0.364787338 0.8690232
## [1222,] 0.298167010 0.278677012 0.8690232
## [1223,] 0.003249212 -0.078803182 -1.1501778
## [1224,] -0.144209688 0.064188896 0.8690232
## [1225,] 0.150708111 -0.007307143 0.8690232
## [1226,] 0.445625909 -0.007307143 0.8690232
## [1227,] 0.150708111 0.135684935 0.8690232
## [1228,] 0.371896459 -0.150299221 0.8690232
## [1229,] 0.224437560 0.493165129 0.8690232
## [1230,] 0.298167010 0.064188896 0.8690232
## [1231,] 0.224437560 -0.078803182 0.8690232
## [1232,] 0.298167010 0.064188896 0.8690232
## [1233,] 0.224437560 0.493165129 0.8690232
## [1234,] 0.076978661 -0.364787338 0.8690232
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## [1240,] -0.955233633 -0.078803182 -1.1501778
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## [1259,] -0.586586385 -0.436283377 0.8690232
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## [1261,] -0.660315835 -0.579275454 0.8690232
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## [1267,] -0.660315835 -0.507779415 0.8690232
## [1268,] -0.291668587 -0.293291299 0.8690232
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## [1270,] -0.291668587 -0.936755649 0.8690232
## [1271,] -0.660315835 -0.936755649 0.8690232
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## [1274,] -0.291668587 -0.579275454 0.8690232
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## [1276,] -0.291668587 -0.221795260 0.8690232
## [1277,] -0.291668587 -0.650771493 0.8690232
## [1278,] -0.365398036 -0.436283377 0.8690232
## [1279,] -0.439127486 -0.793763571 0.8690232
## [1280,] -0.365398036 -0.650771493 0.8690232
## [1281,] -0.144209688 -0.436283377 0.8690232
## [1282,] -0.439127486 -0.865259610 0.8690232
## [1283,] -0.439127486 -0.579275454 0.8690232
## [1284,] -0.439127486 -0.793763571 0.8690232
## [1285,] -0.734045284 -0.650771493 0.8690232
## [1286,] -0.660315835 -0.650771493 0.8690232
## [1287,] -0.144209688 -0.650771493 0.8690232
## [1288,] -0.439127486 -0.650771493 0.8690232
## [1289,] 0.003249212 -0.436283377 0.8690232
## [1290,] -0.144209688 -0.293291299 0.8690232
## [1291,] -0.586586385 -0.865259610 0.8690232
## [1292,] -0.365398036 -0.436283377 0.8690232
## [1293,] -0.365398036 -0.436283377 0.8690232
## [1294,] -0.365398036 -0.436283377 0.8690232
## [1295,] -0.439127486 -0.793763571 0.8690232
## [1296,] -0.217939137 -0.507779415 0.8690232
## [1297,] -0.439127486 -0.507779415 0.8690232
## [1298,] -0.660315835 -0.722267532 0.8690232
## [1299,] -0.365398036 -0.364787338 0.8690232
## [1300,] -0.365398036 -0.579275454 0.8690232
## [1301,] -0.365398036 -0.293291299 0.8690232
## [1302,] -0.217939137 -0.436283377 0.8690232
## [1303,] -0.439127486 -0.293291299 0.8690232
## [1304,] -0.512856936 -0.078803182 0.8690232
## [1305,] -0.586586385 -1.151243765 0.8690232
## [1306,] -0.070480238 -0.221795260 0.8690232
## [1307,] -0.217939137 -0.507779415 0.8690232
## [1308,] -0.439127486 -0.507779415 0.8690232
## [1309,] 0.298167010 -0.078803182 0.8690232
## [1310,] -0.439127486 -0.078803182 0.8690232
## [1311,] -0.291668587 -0.650771493 0.8690232
## [1312,] 0.003249212 -0.221795260 0.8690232
## [1313,] -0.512856936 -0.364787338 -1.1501778
## [1314,] -0.291668587 -0.221795260 0.8690232
## [1315,] 0.076978661 0.135684935 0.8690232
## [1316,] -0.070480238 -0.150299221 0.8690232
## [1317,] -0.144209688 -0.293291299 0.8690232
## [1318,] -0.291668587 -0.364787338 0.8690232
## [1319,] 0.003249212 -0.221795260 0.8690232
## [1320,] 0.003249212 0.135684935 0.8690232
## [1321,] 0.371896459 -0.150299221 0.8690232
## [1322,] -0.291668587 -0.364787338 0.8690232
## [1323,] -0.144209688 -0.364787338 0.8690232
## [1324,] -0.291668587 -0.364787338 0.8690232
## [1325,] 0.076978661 -0.507779415 0.8690232
## [1326,] -0.070480238 -0.364787338 0.8690232
## [1327,] -0.217939137 -0.722267532 -1.1501778
## [1328,] -0.070480238 -0.221795260 0.8690232
## [1329,] -0.070480238 -0.364787338 0.8690232
## [1330,] -0.365398036 -0.793763571 0.8690232
## [1331,] -0.217939137 -0.579275454 0.8690232
## [1332,] -0.291668587 -0.436283377 0.8690232
## [1333,] -0.070480238 -0.364787338 0.8690232
## [1334,] -0.586586385 -0.650771493 0.8690232
## [1335,] -0.144209688 -0.436283377 0.8690232
## [1336,] -0.217939137 -0.150299221 0.8690232
## [1337,] 0.593084808 0.278677012 0.8690232
## [1338,] 0.519355359 0.779149285 -1.1501778
## [1339,] 0.593084808 0.636157207 0.8690232
## [1340,] 0.519355359 0.922141362 0.8690232
## [1341,] 0.593084808 0.636157207 0.8690232
## [1342,] 0.371896459 0.564661168 0.8690232
## [1343,] 0.298167010 1.279621557 0.8690232
## [1344,] 0.150708111 0.779149285 0.8690232
## [1345,] 0.740543707 0.779149285 0.8690232
## [1346,] 0.150708111 0.993637401 0.8690232
## [1347,] 0.224437560 0.779149285 0.8690232
## [1348,] 0.224437560 0.707653246 0.8690232
## [1349,] 0.298167010 0.636157207 0.8690232
## [1350,] 0.593084808 0.636157207 0.8690232
## [1351,] 0.888002607 0.850645323 0.8690232
## [1352,] 0.740543707 0.779149285 0.8690232
## [1353,] 0.593084808 0.850645323 0.8690232
## [1354,] 0.740543707 0.850645323 0.8690232
## [1355,] 0.150708111 0.421669090 -1.1501778
## [1356,] 0.519355359 0.636157207 0.8690232
## [1357,] 0.593084808 0.493165129 0.8690232
## [1358,] 0.740543707 0.636157207 0.8690232
## [1359,] 0.445625909 0.850645323 0.8690232
## [1360,] 0.814273157 0.993637401 0.8690232
## [1361,] 0.519355359 0.993637401 0.8690232
## [1362,] 0.298167010 0.421669090 0.8690232
## [1363,] 0.150708111 0.064188896 0.8690232
## [1364,] 0.445625909 -0.293291299 0.8690232
## [1365,] -0.070480238 -0.078803182 0.8690232
## [1366,] -0.070480238 -0.150299221 0.8690232
## [1367,] 0.298167010 0.207180973 0.8690232
## [1368,] 0.150708111 -0.078803182 0.8690232
## [1369,] 0.150708111 -0.221795260 -1.1501778
## [1370,] 0.076978661 0.135684935 0.8690232
## [1371,] -0.144209688 -0.007307143 0.8690232
## [1372,] 0.298167010 0.135684935 0.8690232
## [1373,] 0.371896459 0.493165129 0.8690232
## [1374,] 0.445625909 0.278677012 0.8690232
## [1375,] 0.224437560 0.207180973 0.8690232
## [1376,] 0.076978661 0.135684935 0.8690232
## [1377,] 0.076978661 -0.078803182 -1.1501778
## [1378,] 0.593084808 0.421669090 0.8690232
## [1379,] 0.224437560 0.207180973 0.8690232
## [1380,] 0.076978661 0.064188896 0.8690232
## [1381,] 0.298167010 0.064188896 0.8690232
## [1382,] 0.593084808 0.064188896 0.8690232
## [1383,] 0.298167010 0.278677012 0.8690232
## [1384,] 0.445625909 0.207180973 0.8690232
## [1385,] 0.076978661 -0.221795260 0.8690232
## [1386,] 0.666814258 0.064188896 0.8690232
## [1387,] 0.371896459 -0.007307143 0.8690232
## [1388,] 0.076978661 0.421669090 0.8690232
## [1389,] -0.144209688 -0.007307143 0.8690232
## [1390,] 0.593084808 0.135684935 0.8690232
## [1391,] 0.003249212 0.135684935 0.8690232
## [1392,] 0.003249212 -0.221795260 0.8690232
## [1393,] 0.371896459 0.278677012 0.8690232
## [1394,] 0.298167010 -0.150299221 0.8690232
## [1395,] 0.224437560 0.064188896 0.8690232
## [1396,] 0.003249212 -0.150299221 0.8690232
## [1397,] 0.519355359 -0.007307143 0.8690232
## [1398,] -0.365398036 -0.150299221 0.8690232
## [1399,] 0.298167010 0.135684935 0.8690232
## [1400,] 0.076978661 -0.078803182 0.8690232
## [1401,] 0.593084808 0.564661168 0.8690232
## [1402,] 0.298167010 0.207180973 0.8690232
## [1403,] 0.666814258 0.207180973 0.8690232
## [1404,] 0.666814258 0.135684935 0.8690232
## [1405,] 0.371896459 0.207180973 0.8690232
## [1406,] 0.888002607 0.993637401 0.8690232
## [1407,] 0.519355359 0.064188896 0.8690232
## [1408,] 0.961732056 0.779149285 0.8690232
## [1409,] 0.224437560 0.207180973 -1.1501778
## [1410,] 0.445625909 0.421669090 0.8690232
## [1411,] 0.740543707 0.636157207 0.8690232
## [1412,] 0.224437560 0.493165129 0.8690232
## [1413,] 0.445625909 0.850645323 0.8690232
## [1414,] 0.888002607 0.421669090 0.8690232
## [1415,] 0.814273157 0.636157207 0.8690232
## [1416,] 0.814273157 0.350173051 0.8690232
## [1417,] 1.109190955 1.136629479 0.8690232
## [1418,] 0.519355359 0.493165129 0.8690232
## [1419,] 0.519355359 0.350173051 0.8690232
## [1420,] 0.740543707 0.707653246 0.8690232
## [1421,] 0.814273157 0.564661168 0.8690232
## [1422,] 0.666814258 0.421669090 0.8690232
## [1423,] 0.740543707 0.350173051 0.8690232
## [1424,] 1.035461506 0.850645323 0.8690232
## [1425,] 0.519355359 0.064188896 0.8690232
## [1426,] 0.961732056 0.493165129 0.8690232
## [1427,] 0.593084808 0.278677012 0.8690232
## [1428,] 1.109190955 0.564661168 0.8690232
## [1429,] -0.070480238 0.064188896 0.8690232
## [1430,] 0.519355359 0.135684935 0.8690232
## [1431,] 0.224437560 -0.007307143 0.8690232
## [1432,] 0.371896459 0.064188896 0.8690232
## [1433,] 0.593084808 0.350173051 0.8690232
## [1434,] 0.076978661 0.135684935 0.8690232
## [1435,] 0.150708111 -0.078803182 0.8690232
## [1436,] 0.224437560 0.064188896 0.8690232
## [1437,] 0.076978661 0.135684935 0.8690232
## [1438,] 0.076978661 -0.007307143 0.8690232
## [1439,] 0.371896459 0.135684935 0.8690232
## [1440,] 0.740543707 0.350173051 0.8690232
## [1441,] 0.519355359 -0.007307143 0.8690232
## [1442,] 0.593084808 0.278677012 0.8690232
## [1443,] 0.150708111 0.064188896 0.8690232
## [1444,] -0.217939137 -0.078803182 0.8690232
## [1445,] 0.224437560 0.135684935 0.8690232
## [1446,] 0.150708111 -0.007307143 0.8690232
## [1447,] 0.224437560 -0.007307143 0.8690232
## [1448,] 0.371896459 -0.078803182 0.8690232
## [1449,] -0.291668587 -0.364787338 -1.1501778
## [1450,] 1.330379304 0.850645323 0.8690232
## [1451,] 0.888002607 0.707653246 0.8690232
## [1452,] 0.961732056 0.850645323 0.8690232
## [1453,] 1.109190955 0.779149285 0.8690232
## [1454,] 0.961732056 0.707653246 0.8690232
## [1455,] 0.814273157 0.278677012 0.8690232
## [1456,] 0.740543707 0.993637401 0.8690232
## [1457,] 1.109190955 0.707653246 0.8690232
## [1458,] 0.888002607 0.850645323 0.8690232
## [1459,] 0.666814258 0.278677012 0.8690232
## [1460,] 0.666814258 0.707653246 0.8690232
## [1461,] 0.888002607 0.564661168 0.8690232
## [1462,] 0.740543707 0.421669090 0.8690232
## [1463,] 0.888002607 0.564661168 0.8690232
## [1464,] 0.961732056 0.636157207 0.8690232
## [1465,] 1.256649854 0.421669090 0.8690232
## [1466,] 1.035461506 0.850645323 0.8690232
## [1467,] 1.182920405 0.850645323 0.8690232
## [1468,] 1.182920405 0.993637401 0.8690232
## [1469,] 0.961732056 0.707653246 0.8690232
## [1470,] 0.961732056 0.779149285 0.8690232
## [1471,] 2.141403249 1.994581946 0.8690232
## [1472,] 2.067673800 1.851589868 0.8690232
## [1473,] 2.141403249 1.708597790 0.8690232
## [1474,] 2.362591598 1.923085907 0.8690232
## [1475,] 1.846485451 1.923085907 0.8690232
## [1476,] 1.551567653 1.851589868 0.8690232
## [1477,] 2.657509397 2.209070062 0.8690232
## [1478,] 1.993944350 1.923085907 0.8690232
## [1479,] 2.067673800 1.708597790 0.8690232
## [1480,] 1.993944350 1.923085907 0.8690232
## [1481,] 2.215132699 1.923085907 0.8690232
## [1482,] 1.993944350 1.994581946 0.8690232
## [1483,] 2.141403249 1.923085907 0.8690232
## [1484,] 2.141403249 2.280566101 0.8690232
## [1485,] 2.288862149 2.066077985 0.8690232
## [1486,] 1.920214901 1.708597790 0.8690232
## [1487,] 2.362591598 1.708597790 0.8690232
## [1488,] 2.067673800 2.209070062 0.8690232
## [1489,] 2.510050497 1.923085907 0.8690232
## [1490,] 1.772756002 1.565605712 0.8690232
## [1491,] 2.362591598 1.851589868 0.8690232
## [1492,] 1.920214901 1.923085907 0.8690232
## [1493,] 2.362591598 2.137574024 0.8690232
## [1494,] 1.993944350 1.851589868 0.8690232
## [1495,] 2.141403249 1.851589868 0.8690232
## [1496,] 1.993944350 1.851589868 0.8690232
## [1497,] 1.920214901 1.851589868 0.8690232
## [1498,] 2.288862149 1.923085907 0.8690232
## [1499,] 2.067673800 1.637101751 0.8690232
## [1500,] 2.215132699 1.494109674 0.8690232
## [1501,] 2.215132699 2.137574024 0.8690232
## [1502,] 2.288862149 1.851589868 0.8690232
## [1503,] 2.067673800 1.923085907 0.8690232
## [1504,] 2.288862149 1.994581946 0.8690232
## [1505,] 1.920214901 1.923085907 0.8690232
## [1506,] 1.846485451 1.780093829 0.8690232
## [1507,] 2.141403249 1.780093829 0.8690232
## [1508,] 2.067673800 1.851589868 0.8690232
## [1509,] 1.993944350 1.708597790 0.8690232
## [1510,] 2.362591598 1.780093829 0.8690232
## [1511,] 2.288862149 1.851589868 0.8690232
## [1512,] 1.920214901 1.780093829 0.8690232
## [1513,] 2.141403249 1.923085907 0.8690232
## [1514,] 2.288862149 2.066077985 0.8690232
## [1515,] 1.993944350 1.994581946 0.8690232
## [1516,] 2.215132699 1.708597790 0.8690232
## [1517,] 1.625297102 1.565605712 0.8690232
## [1518,] 1.551567653 2.066077985 0.8690232
## [1519,] 1.625297102 1.637101751 0.8690232
## [1520,] 1.404108754 1.994581946 0.8690232
## [1521,] 1.477838203 1.851589868 0.8690232
## [1522,] 1.920214901 1.565605712 0.8690232
## [1523,] 1.477838203 1.780093829 0.8690232
## [1524,] 1.551567653 1.851589868 0.8690232
## [1525,] 1.330379304 1.851589868 0.8690232
## [1526,] 1.772756002 1.708597790 0.8690232
## [1527,] 1.772756002 1.780093829 0.8690232
## [1528,] 0.961732056 1.494109674 0.8690232
## [1529,] 1.551567653 1.851589868 0.8690232
## [1530,] 1.772756002 1.851589868 0.8690232
## [1531,] 1.477838203 1.494109674 0.8690232
## [1532,] 1.256649854 1.708597790 0.8690232
## [1533,] 1.551567653 1.637101751 0.8690232
## [1534,] 1.772756002 1.851589868 0.8690232
## [1535,] 1.477838203 1.637101751 0.8690232
## [1536,] 1.404108754 1.351117596 0.8690232
## [1537,] 1.551567653 1.994581946 0.8690232
## [1538,] 1.256649854 1.494109674 0.8690232
## [1539,] 1.699026552 2.066077985 0.8690232
## [1540,] 1.404108754 1.994581946 0.8690232
## [1541,] 1.477838203 1.637101751 0.8690232
## [1542,] 1.551567653 1.780093829 0.8690232
## [1543,] 1.477838203 1.637101751 0.8690232
## [1544,] 1.182920405 1.279621557 0.8690232
## [1545,] 1.699026552 1.565605712 0.8690232
## [1546,] 1.477838203 1.637101751 0.8690232
## [1547,] 1.477838203 1.279621557 0.8690232
## [1548,] 1.551567653 1.637101751 0.8690232
## [1549,] 1.920214901 1.279621557 0.8690232
## [1550,] 1.404108754 1.708597790 0.8690232
## [1551,] 0.888002607 1.494109674 0.8690232
## [1552,] 1.330379304 1.708597790 0.8690232
## [1553,] 1.477838203 1.851589868 0.8690232
## [1554,] 1.477838203 1.708597790 0.8690232
## [1555,] 1.109190955 1.208125518 0.8690232
## [1556,] 1.404108754 1.637101751 0.8690232
## [1557,] 1.330379304 1.708597790 0.8690232
## [1558,] 1.182920405 1.780093829 0.8690232
## [1559,] 1.109190955 1.351117596 0.8690232
## [1560,] 1.551567653 1.994581946 0.8690232
## [1561,] 1.404108754 1.637101751 0.8690232
## [1562,] 1.182920405 1.279621557 0.8690232
## [1563,] 1.330379304 1.780093829 0.8690232
## [1564,] 1.182920405 1.637101751 0.8690232
## [1565,] 1.404108754 1.851589868 0.8690232
## [1566,] 1.182920405 1.565605712 0.8690232
## [1567,] 1.404108754 1.494109674 0.8690232
## [1568,] 1.330379304 1.780093829 0.8690232
## [1569,] 1.256649854 1.065133440 0.8690232
## [1570,] 1.109190955 1.637101751 0.8690232
## [1571,] 1.035461506 1.637101751 0.8690232
## [1572,] 1.256649854 1.637101751 0.8690232
## [1573,] 1.477838203 1.708597790 0.8690232
## [1574,] 1.256649854 1.351117596 0.8690232
## [1575,] 1.182920405 1.708597790 0.8690232
## [1576,] 1.256649854 2.066077985 0.8690232
## [1577,] 1.920214901 1.637101751 0.8690232
## [1578,] 2.067673800 1.494109674 0.8690232
## [1579,] 1.699026552 1.065133440 0.8690232
## [1580,] 1.993944350 1.422613635 0.8690232
## [1581,] 1.625297102 1.494109674 0.8690232
## [1582,] 1.846485451 1.780093829 0.8690232
## [1583,] 1.477838203 1.351117596 0.8690232
## [1584,] 2.141403249 1.851589868 0.8690232
## [1585,] 1.846485451 1.994581946 0.8690232
## [1586,] 1.699026552 1.565605712 0.8690232
## [1587,] 1.625297102 1.637101751 0.8690232
## [1588,] 1.625297102 1.065133440 0.8690232
## [1589,] 1.772756002 1.422613635 0.8690232
## [1590,] 1.920214901 1.851589868 0.8690232
## [1591,] 1.993944350 1.565605712 0.8690232
## [1592,] 1.625297102 1.494109674 0.8690232
## [1593,] 1.772756002 1.565605712 0.8690232
## [1594,] 1.846485451 1.422613635 0.8690232
## [1595,] 1.699026552 1.780093829 0.8690232
## [1596,] 1.625297102 1.208125518 0.8690232
## [1597,] 1.699026552 1.565605712 0.8690232
## [1598,] 1.699026552 1.422613635 0.8690232
## [1599,] 0.519355359 0.564661168 0.8690232
## [1600,] 0.003249212 0.135684935 0.8690232
## [1601,] 0.519355359 0.207180973 0.8690232
## [1602,] 0.076978661 -0.007307143 -1.1501778
## [1603,] 0.298167010 0.207180973 0.8690232
## [1604,] 0.371896459 0.350173051 0.8690232
## [1605,] 0.740543707 0.564661168 0.8690232
## [1606,] 0.888002607 0.636157207 0.8690232
## [1607,] 0.298167010 0.350173051 0.8690232
## [1608,] 0.150708111 -0.364787338 -1.1501778
## [1609,] 0.371896459 0.350173051 0.8690232
## [1610,] 0.445625909 0.779149285 0.8690232
## [1611,] 0.003249212 0.278677012 0.8690232
## [1612,] 0.519355359 0.493165129 0.8690232
## [1613,] 0.519355359 0.421669090 0.8690232
## [1614,] 0.519355359 0.278677012 0.8690232
## [1615,] 0.961732056 1.065133440 0.8690232
## [1616,] 0.666814258 1.065133440 -1.1501778
## [1617,] 0.740543707 1.065133440 0.8690232
## [1618,] 1.035461506 0.993637401 0.8690232
## [1619,] 1.256649854 1.494109674 0.8690232
## [1620,] 0.593084808 0.993637401 0.8690232
## [1621,] 1.109190955 1.208125518 0.8690232
## [1622,] 0.888002607 1.422613635 0.8690232
## [1623,] 0.961732056 1.136629479 0.8690232
## [1624,] 1.699026552 1.422613635 0.8690232
## [1625,] 1.477838203 1.422613635 0.8690232
## [1626,] 1.256649854 0.993637401 0.8690232
## [1627,] 0.961732056 1.351117596 0.8690232
## [1628,] 0.888002607 0.850645323 0.8690232
## [1629,] 1.035461506 1.565605712 0.8690232
## [1630,] 0.888002607 1.279621557 0.8690232
## [1631,] 1.109190955 1.279621557 0.8690232
## [1632,] 1.256649854 1.637101751 0.8690232
## [1633,] 1.256649854 1.422613635 0.8690232
## [1634,] 1.035461506 1.422613635 0.8690232
## [1635,] 1.330379304 1.565605712 0.8690232
## [1636,] 1.256649854 1.279621557 0.8690232
## [1637,] 1.109190955 1.708597790 0.8690232
## [1638,] 1.625297102 1.279621557 0.8690232
## [1639,] 1.182920405 0.993637401 0.8690232
## [1640,] 1.182920405 1.637101751 0.8690232
## [1641,] 1.256649854 1.565605712 0.8690232
## [1642,] 1.182920405 1.494109674 0.8690232
## [1643,] 1.477838203 1.351117596 0.8690232
## [1644,] 1.182920405 1.136629479 0.8690232
## [1645,] 1.256649854 1.208125518 0.8690232
## [1646,] 1.256649854 1.279621557 0.8690232
## [1647,] 0.888002607 1.279621557 0.8690232
## [1648,] 0.888002607 0.922141362 0.8690232
## [1649,] 1.256649854 0.850645323 0.8690232
## [1650,] 1.182920405 0.636157207 0.8690232
## [1651,] 1.256649854 0.779149285 0.8690232
## [1652,] 0.814273157 0.564661168 -1.1501778
## [1653,] 0.961732056 0.850645323 0.8690232
## [1654,] 0.740543707 0.779149285 0.8690232
## [1655,] 1.109190955 0.850645323 0.8690232
## [1656,] 1.182920405 1.065133440 0.8690232
## [1657,] 0.666814258 0.707653246 0.8690232
## [1658,] 1.109190955 0.779149285 0.8690232
## [1659,] 1.182920405 0.922141362 0.8690232
## [1660,] 1.109190955 0.850645323 0.8690232
## [1661,] 0.961732056 0.421669090 0.8690232
## [1662,] 1.035461506 0.278677012 0.8690232
## [1663,] 1.256649854 0.850645323 0.8690232
## [1664,] 0.961732056 0.493165129 0.8690232
## [1665,] 0.814273157 0.707653246 0.8690232
## [1666,] 1.035461506 0.564661168 0.8690232
## [1667,] 0.445625909 0.421669090 -1.1501778
## [1668,] 0.961732056 0.350173051 0.8690232
## [1669,] 1.109190955 0.850645323 0.8690232
## [1670,] 0.888002607 0.636157207 0.8690232
## [1671,] 0.814273157 1.136629479 0.8690232
## [1672,] 0.814273157 0.922141362 0.8690232
## [1673,] 1.109190955 0.564661168 0.8690232
## [1674,] 0.666814258 0.922141362 0.8690232
## [1675,] 0.740543707 0.779149285 0.8690232
## [1676,] 0.888002607 0.779149285 0.8690232
## [1677,] 0.593084808 0.636157207 0.8690232
## [1678,] 1.330379304 0.779149285 0.8690232
## [1679,] 0.888002607 0.421669090 0.8690232
## [1680,] 1.035461506 0.564661168 0.8690232
## [1681,] 0.666814258 0.850645323 0.8690232
## [1682,] 0.519355359 0.421669090 0.8690232
## [1683,] 0.298167010 0.350173051 -1.1501778
## [1684,] -0.217939137 0.064188896 -1.1501778
## [1685,] 0.003249212 0.064188896 -1.1501778
## [1686,] -0.144209688 0.135684935 -1.1501778
## [1687,] -0.291668587 -0.150299221 -1.1501778
## [1688,] -0.217939137 0.421669090 -1.1501778
## [1689,] 0.298167010 0.278677012 -1.1501778
## [1690,] 0.003249212 0.564661168 -1.1501778
## [1691,] 0.298167010 0.636157207 0.8690232
## [1692,] -0.070480238 0.350173051 -1.1501778
## [1693,] 0.371896459 0.421669090 0.8690232
## [1694,] 0.076978661 0.421669090 -1.1501778
## [1695,] -0.439127486 0.207180973 -1.1501778
## [1696,] -0.070480238 -0.007307143 -1.1501778
## [1697,] -0.144209688 0.350173051 -1.1501778
## [1698,] 0.150708111 0.421669090 -1.1501778
## [1699,] 0.076978661 0.493165129 -1.1501778
## [1700,] -0.070480238 0.350173051 -1.1501778
## [1701,] 0.150708111 0.421669090 -1.1501778
## [1702,] 0.003249212 0.350173051 -1.1501778
## [1703,] -0.586586385 -0.507779415 -1.1501778
## [1704,] -0.291668587 -0.650771493 -1.1501778
## [1705,] -0.144209688 -0.793763571 -1.1501778
## [1706,] -0.660315835 -0.793763571 -1.1501778
## [1707,] 0.003249212 -0.150299221 0.8690232
## [1708,] -0.586586385 -0.650771493 -1.1501778
## [1709,] -0.144209688 -0.507779415 -1.1501778
## [1710,] -0.365398036 -0.507779415 -1.1501778
## [1711,] -0.807774734 -1.079747727 -1.1501778
## [1712,] -0.660315835 -0.650771493 0.8690232
## [1713,] -0.439127486 -0.364787338 -1.1501778
## [1714,] -0.734045284 -0.936755649 -1.1501778
## [1715,] -0.586586385 -0.793763571 -1.1501778
## [1716,] -0.144209688 -0.650771493 -1.1501778
## [1717,] -0.734045284 -0.722267532 -1.1501778
## [1718,] -0.291668587 -0.293291299 0.8690232
## [1719,] 0.298167010 0.207180973 -1.1501778
## [1720,] 0.076978661 0.207180973 -1.1501778
## [1721,] 0.224437560 0.707653246 -1.1501778
## [1722,] -0.070480238 0.493165129 -1.1501778
## [1723,] -0.291668587 -0.007307143 -1.1501778
## [1724,] -0.144209688 -0.078803182 -1.1501778
## [1725,] -0.365398036 0.135684935 -1.1501778
## [1726,] -0.070480238 0.207180973 -1.1501778
## [1727,] 0.003249212 0.421669090 -1.1501778
## [1728,] 0.003249212 0.350173051 0.8690232
## [1729,] -0.291668587 0.135684935 -1.1501778
## [1730,] 0.076978661 0.278677012 -1.1501778
## [1731,] -0.144209688 0.064188896 -1.1501778
## [1732,] -0.144209688 0.064188896 -1.1501778
## [1733,] -0.660315835 -0.221795260 -1.1501778
## [1734,] -0.881504183 -1.222739804 0.8690232
## [1735,] -0.807774734 -0.793763571 0.8690232
## [1736,] -0.881504183 -0.865259610 0.8690232
## [1737,] -1.250151431 -1.151243765 0.8690232
## [1738,] -0.586586385 -1.151243765 0.8690232
## [1739,] -0.734045284 -0.793763571 0.8690232
## [1740,] -0.734045284 -1.008251688 0.8690232
## [1741,] -0.365398036 -0.936755649 0.8690232
## [1742,] -1.176421982 -1.151243765 0.8690232
## [1743,] -0.807774734 -0.865259610 0.8690232
## [1744,] -1.397610331 -1.365731882 -1.1501778
## [1745,] -0.881504183 -0.650771493 0.8690232
## [1746,] -0.512856936 -0.293291299 0.8690232
## [1747,] -0.881504183 -0.793763571 0.8690232
## [1748,] -0.660315835 -0.650771493 0.8690232
## [1749,] -0.955233633 -0.865259610 0.8690232
## [1750,] -1.102692532 -1.151243765 0.8690232
## [1751,] -0.586586385 -0.650771493 0.8690232
## [1752,] 0.371896459 0.135684935 -1.1501778
## [1753,] 0.593084808 0.421669090 -1.1501778
## [1754,] 0.224437560 0.493165129 0.8690232
## [1755,] 0.740543707 0.779149285 0.8690232
## [1756,] 0.593084808 0.636157207 0.8690232
## [1757,] 0.666814258 0.421669090 0.8690232
## [1758,] 0.740543707 0.850645323 0.8690232
## [1759,] 0.593084808 0.278677012 -1.1501778
## [1760,] 0.371896459 0.421669090 0.8690232
## [1761,] 0.298167010 0.421669090 -1.1501778
## [1762,] 0.740543707 0.707653246 0.8690232
## [1763,] 0.888002607 0.707653246 0.8690232
## [1764,] 0.814273157 0.779149285 0.8690232
## [1765,] 0.298167010 0.278677012 0.8690232
## [1766,] 0.740543707 0.564661168 0.8690232
## [1767,] 0.888002607 0.493165129 0.8690232
## [1768,] 0.740543707 0.636157207 0.8690232
## [1769,] 0.593084808 0.636157207 0.8690232
## [1770,] 1.035461506 0.707653246 0.8690232
## [1771,] 0.740543707 0.850645323 0.8690232
## [1772,] 0.593084808 0.564661168 0.8690232
## [1773,] 0.961732056 0.850645323 0.8690232
## [1774,] 0.445625909 0.350173051 0.8690232
## [1775,] 0.445625909 0.493165129 0.8690232
## [1776,] 0.371896459 0.850645323 0.8690232
## [1777,] 0.519355359 0.564661168 0.8690232
## [1778,] 0.593084808 0.922141362 0.8690232
## [1779,] 0.371896459 0.493165129 -1.1501778
## [1780,] 0.593084808 0.779149285 0.8690232
## [1781,] 0.888002607 1.065133440 0.8690232
## [1782,] 0.003249212 0.421669090 0.8690232
## [1783,] 0.224437560 0.636157207 0.8690232
## [1784,] 0.445625909 0.922141362 0.8690232
## [1785,] -0.144209688 0.850645323 0.8690232
## [1786,] 0.224437560 0.564661168 0.8690232
## [1787,] 0.814273157 0.922141362 0.8690232
## [1788,] 0.445625909 0.421669090 0.8690232
## [1789,] 0.519355359 0.707653246 0.8690232
## [1790,] 0.666814258 0.707653246 0.8690232
## [1791,] 0.076978661 0.421669090 0.8690232
## [1792,] 0.003249212 -0.364787338 0.8690232
## [1793,] -0.512856936 -0.436283377 0.8690232
## [1794,] -0.512856936 -0.364787338 0.8690232
## [1795,] -0.512856936 -0.221795260 0.8690232
## [1796,] -0.512856936 -1.151243765 -1.1501778
## [1797,] -0.439127486 -0.793763571 0.8690232
## [1798,] -0.439127486 -0.650771493 0.8690232
## [1799,] -0.144209688 -0.436283377 0.8690232
## [1800,] -0.365398036 -0.507779415 0.8690232
## [1801,] -0.512856936 -0.507779415 0.8690232
## [1802,] -0.439127486 -0.507779415 0.8690232
## [1803,] -0.586586385 -0.722267532 0.8690232
## [1804,] -0.660315835 -0.579275454 0.8690232
## [1805,] -0.881504183 -0.793763571 -1.1501778
## [1806,] -0.070480238 -0.364787338 0.8690232
## [1807,] -0.365398036 -0.221795260 0.8690232
## [1808,] -0.217939137 -0.650771493 0.8690232
## [1809,] -0.365398036 -0.579275454 0.8690232
## [1810,] -0.291668587 -0.221795260 0.8690232
## [1811,] -0.365398036 -0.865259610 0.8690232
## [1812,] -1.102692532 -0.865259610 0.8690232
## [1813,] -0.881504183 -0.865259610 -1.1501778
## [1814,] -0.955233633 -0.650771493 0.8690232
## [1815,] -0.881504183 -0.650771493 0.8690232
## [1816,] -0.955233633 -0.507779415 0.8690232
## [1817,] -0.881504183 -0.436283377 0.8690232
## [1818,] -0.734045284 -0.507779415 0.8690232
## [1819,] -0.881504183 -0.579275454 0.8690232
## [1820,] -0.881504183 -0.793763571 0.8690232
## [1821,] -1.028963083 -0.793763571 -1.1501778
## [1822,] -0.881504183 -0.579275454 0.8690232
## [1823,] -0.807774734 -0.722267532 0.8690232
## [1824,] -0.881504183 -0.293291299 0.8690232
## [1825,] -0.807774734 -0.579275454 0.8690232
## [1826,] -1.028963083 -0.722267532 0.8690232
## [1827,] -0.291668587 -0.436283377 0.8690232
## [1828,] -1.176421982 -0.650771493 0.8690232
## [1829,] -0.807774734 -0.507779415 0.8690232
## [1830,] -1.250151431 -1.079747727 0.8690232
## [1831,] -0.955233633 -0.436283377 0.8690232
## [1832,] -0.955233633 -0.364787338 0.8690232
## [1833,] -0.660315835 -0.722267532 0.8690232
## [1834,] -1.176421982 -1.294235843 -1.1501778
## [1835,] -0.512856936 -0.936755649 -1.1501778
## [1836,] -1.102692532 -1.437227921 -1.1501778
## [1837,] -0.660315835 -0.865259610 -1.1501778
## [1838,] -1.176421982 -1.651716038 -1.1501778
## [1839,] -1.176421982 -1.151243765 -1.1501778
## [1840,] -1.250151431 -1.151243765 -1.1501778
## [1841,] -0.881504183 -0.936755649 -1.1501778
## [1842,] -1.250151431 -1.079747727 -1.1501778
## [1843,] -1.250151431 -1.294235843 -1.1501778
## [1844,] -0.955233633 -1.365731882 -1.1501778
## [1845,] -0.881504183 -1.008251688 -1.1501778
## [1846,] -0.734045284 -1.365731882 -1.1501778
## [1847,] -1.028963083 -1.365731882 -1.1501778
## [1848,] -1.102692532 -1.222739804 -1.1501778
## [1849,] -0.881504183 -1.008251688 -1.1501778
## [1850,] -0.881504183 -1.151243765 -1.1501778
## [1851,] -0.955233633 -1.294235843 -1.1501778
## [1852,] -1.028963083 -1.151243765 -1.1501778
## [1853,] 0.150708111 -0.364787338 -1.1501778
## [1854,] -1.102692532 -1.294235843 -1.1501778
## [1855,] -1.176421982 -1.222739804 -1.1501778
## [1856,] -1.102692532 -1.008251688 -1.1501778
## [1857,] -0.881504183 -1.508723960 -1.1501778
## [1858,] -1.250151431 -1.222739804 -1.1501778
## [1859,] -0.660315835 -0.936755649 -1.1501778
## [1860,] -1.102692532 -1.437227921 -1.1501778
## [1861,] -1.471339780 -1.508723960 -1.1501778
## [1862,] -1.102692532 -1.008251688 -1.1501778
## [1863,] -1.766257578 -1.294235843 -1.1501778
## [1864,] -1.839987028 -1.294235843 -1.1501778
## [1865,] -1.545069230 -1.294235843 -1.1501778
## [1866,] -1.545069230 -1.151243765 -1.1501778
## [1867,] -1.692528129 -1.365731882 -1.1501778
## [1868,] -1.839987028 -1.723212077 -1.1501778
## [1869,] -1.766257578 -1.580219999 -1.1501778
## [1870,] -1.987445927 -1.508723960 -1.1501778
## [1871,] -1.839987028 -1.508723960 -1.1501778
## [1872,] -1.618798679 -1.580219999 -1.1501778
## [1873,] -1.545069230 -1.222739804 -1.1501778
## [1874,] -2.429822625 -1.437227921 -1.1501778
## [1875,] -1.766257578 -1.437227921 -1.1501778
## [1876,] -1.471339780 -0.936755649 -1.1501778
## [1877,] -1.839987028 -1.723212077 -1.1501778
## [1878,] -1.766257578 -1.294235843 -1.1501778
## [1879,] -1.913716478 -1.365731882 -1.1501778
## [1880,] -1.913716478 -2.009196232 -1.1501778
## [1881,] -1.913716478 -1.437227921 -1.1501778
## [1882,] -1.839987028 -1.437227921 -1.1501778
## [1883,] -1.250151431 -1.079747727 -1.1501778
## [1884,] -1.471339780 -1.294235843 -1.1501778
## [1885,] -1.766257578 -1.365731882 -1.1501778
## [1886,] -1.692528129 -1.580219999 -1.1501778
## [1887,] -1.471339780 -1.008251688 -1.1501778
## [1888,] -1.471339780 -1.079747727 -1.1501778
## [1889,] -1.692528129 -1.365731882 -1.1501778
## [1890,] -1.839987028 -1.294235843 -1.1501778
## [1891,] -1.545069230 -1.508723960 -1.1501778
## [1892,] -1.692528129 -1.437227921 -1.1501778
## [1893,] -1.028963083 -1.151243765 -1.1501778
## [1894,] -1.471339780 -1.008251688 -1.1501778
## [1895,] -1.323880881 -1.294235843 -1.1501778
## [1896,] -1.250151431 -1.079747727 -1.1501778
## [1897,] -1.397610331 -1.580219999 -1.1501778
## [1898,] -1.250151431 -1.365731882 -1.1501778
## [1899,] -1.102692532 -1.365731882 -1.1501778
## [1900,] -0.955233633 -0.936755649 -1.1501778
## [1901,] -1.176421982 -0.936755649 -1.1501778
## [1902,] -1.028963083 -1.580219999 -1.1501778
## [1903,] -1.102692532 -1.294235843 -1.1501778
## [1904,] -1.323880881 -1.437227921 -1.1501778
## [1905,] -1.323880881 -1.151243765 -1.1501778
## [1906,] -1.250151431 -1.151243765 -1.1501778
## [1907,] -0.955233633 -1.365731882 -1.1501778
## [1908,] -1.397610331 -1.222739804 -1.1501778
## [1909,] -1.102692532 -1.294235843 -1.1501778
## [1910,] -1.102692532 -1.222739804 -1.1501778
## [1911,] -1.102692532 -1.222739804 -1.1501778
## [1912,] -1.028963083 -0.936755649 -1.1501778
## [1913,] -1.102692532 -1.294235843 -1.1501778
## [1914,] -1.028963083 -1.294235843 -1.1501778
## [1915,] -1.102692532 -1.437227921 -1.1501778
## [1916,] -1.397610331 -1.222739804 -1.1501778
## [1917,] -1.028963083 -0.364787338 0.8690232
## [1918,] -1.545069230 -1.437227921 -1.1501778
## [1919,] -1.839987028 -1.365731882 -1.1501778
## [1920,] -1.471339780 -1.294235843 0.8690232
## [1921,] -1.323880881 -1.222739804 -1.1501778
## [1922,] -1.839987028 -1.437227921 -1.1501778
## [1923,] -1.913716478 -1.365731882 -1.1501778
## [1924,] -1.397610331 -1.079747727 -1.1501778
## [1925,] -1.692528129 -1.222739804 -1.1501778
## [1926,] -1.987445927 -1.794708115 -1.1501778
## [1927,] -1.839987028 -1.437227921 -1.1501778
## [1928,] -1.618798679 -1.437227921 -1.1501778
## [1929,] -1.618798679 -1.580219999 -1.1501778
## [1930,] -1.471339780 -1.079747727 -1.1501778
## [1931,] -1.545069230 -1.008251688 -1.1501778
## [1932,] -1.618798679 -1.437227921 -1.1501778
## [1933,] -1.692528129 -1.079747727 -1.1501778
## [1934,] -1.471339780 -1.365731882 -1.1501778
## [1935,] -1.545069230 -1.508723960 -1.1501778
## [1936,] -1.618798679 -1.365731882 -1.1501778
## [1937,] -1.839987028 -1.365731882 -1.1501778
## [1938,] -1.692528129 -1.079747727 -1.1501778
## [1939,] -1.987445927 -1.580219999 -1.1501778
## [1940,] -1.692528129 -1.651716038 -1.1501778
## [1941,] -1.766257578 -1.151243765 -1.1501778
## [1942,] -1.545069230 -1.294235843 -1.1501778
## [1943,] -1.913716478 -1.651716038 -1.1501778
## [1944,] -1.545069230 -1.294235843 -1.1501778
## [1945,] -1.618798679 -1.079747727 -1.1501778
## [1946,] -1.618798679 -1.294235843 -1.1501778
## [1947,] -1.323880881 -1.079747727 -1.1501778
## [1948,] 0.814273157 1.351117596 0.8690232
## [1949,] 1.330379304 1.136629479 0.8690232
## [1950,] 0.740543707 0.493165129 0.8690232
## [1951,] 0.519355359 0.993637401 0.8690232
## [1952,] 0.814273157 1.279621557 0.8690232
## [1953,] 0.814273157 0.993637401 0.8690232
## [1954,] 1.109190955 1.065133440 0.8690232
## [1955,] 1.035461506 1.065133440 0.8690232
## [1956,] 0.961732056 0.922141362 0.8690232
## [1957,] 0.519355359 1.065133440 0.8690232
## [1958,] 0.371896459 0.493165129 0.8690232
## [1959,] 0.814273157 1.708597790 0.8690232
## [1960,] 0.740543707 0.779149285 0.8690232
## [1961,] 0.888002607 0.993637401 0.8690232
## [1962,] 0.814273157 0.922141362 0.8690232
## [1963,] 0.445625909 1.065133440 -1.1501778
## [1964,] 0.888002607 0.779149285 0.8690232
## [1965,] 0.814273157 1.136629479 0.8690232
## [1966,] 0.740543707 0.993637401 -1.1501778
## [1967,] 0.445625909 0.922141362 0.8690232
## [1968,] 0.814273157 0.922141362 0.8690232
## [1969,] 0.519355359 0.850645323 0.8690232
## [1970,] 0.666814258 0.707653246 0.8690232
## [1971,] 1.109190955 1.136629479 0.8690232
## [1972,] 0.593084808 0.564661168 0.8690232
## [1973,] 0.740543707 0.636157207 0.8690232
## [1974,] 0.224437560 0.064188896 -1.1501778
## [1975,] 0.593084808 0.779149285 0.8690232
## [1976,] 0.740543707 0.350173051 0.8690232
## [1977,] 1.404108754 0.350173051 0.8690232
## [1978,] 1.109190955 0.993637401 0.8690232
## [1979,] 1.182920405 0.779149285 0.8690232
## [1980,] 0.445625909 -0.078803182 -1.1501778
## [1981,] 0.961732056 0.421669090 0.8690232
## [1982,] 0.519355359 0.064188896 0.8690232
## [1983,] 0.076978661 0.135684935 -1.1501778
## [1984,] 0.814273157 0.493165129 0.8690232
## [1985,] 0.740543707 0.135684935 0.8690232
## [1986,] 0.814273157 0.707653246 0.8690232
## [1987,] 0.593084808 0.707653246 0.8690232
## [1988,] 0.814273157 0.707653246 0.8690232
## [1989,] 1.182920405 0.922141362 0.8690232
## [1990,] 0.666814258 0.135684935 -1.1501778
## [1991,] 0.298167010 0.278677012 -1.1501778
## [1992,] 0.888002607 0.207180973 0.8690232
## [1993,] 0.593084808 0.636157207 0.8690232
## [1994,] 1.772756002 1.923085907 0.8690232
## [1995,] 1.920214901 1.637101751 0.8690232
## [1996,] 1.477838203 1.923085907 0.8690232
## [1997,] 1.625297102 1.565605712 0.8690232
## [1998,] 0.961732056 1.422613635 0.8690232
## [1999,] 1.330379304 1.708597790 0.8690232
## [2000,] 1.035461506 1.565605712 0.8690232
## [2001,] 1.477838203 1.923085907 0.8690232
## [2002,] 1.035461506 1.279621557 0.8690232
## [2003,] 1.256649854 1.279621557 0.8690232
## [2004,] 1.772756002 1.851589868 0.8690232
## [2005,] 1.404108754 1.923085907 0.8690232
## [2006,] 1.551567653 1.637101751 0.8690232
## [2007,] 1.330379304 1.923085907 0.8690232
## [2008,] 1.404108754 1.422613635 0.8690232
## [2009,] 1.772756002 1.923085907 0.8690232
## [2010,] 1.404108754 1.780093829 -1.1501778
## [2011,] 1.256649854 1.494109674 0.8690232
## [2012,] 1.404108754 1.208125518 0.8690232
## [2013,] 1.035461506 1.351117596 0.8690232
## [2014,] 1.404108754 1.637101751 0.8690232
## [2015,] 1.109190955 1.422613635 0.8690232
## [2016,] 1.551567653 1.994581946 0.8690232
## [2017,] -0.734045284 -0.507779415 -1.1501778
## [2018,] -0.439127486 -0.650771493 -1.1501778
## [2019,] -0.144209688 -0.793763571 -1.1501778
## [2020,] -0.586586385 -0.865259610 -1.1501778
## [2021,] -0.439127486 -0.579275454 -1.1501778
## [2022,] -0.439127486 -0.579275454 -1.1501778
## [2023,] -1.028963083 -1.008251688 -1.1501778
## [2024,] -0.070480238 -0.293291299 -1.1501778
## [2025,] -0.217939137 -0.507779415 -1.1501778
## [2026,] -0.439127486 -0.579275454 -1.1501778
## [2027,] -0.660315835 -0.650771493 -1.1501778
## [2028,] -0.512856936 -0.579275454 -1.1501778
## [2029,] -0.660315835 -0.722267532 -1.1501778
## [2030,] -0.881504183 -0.865259610 -1.1501778
## [2031,] -0.734045284 -0.579275454 -1.1501778
## [2032,] -0.217939137 -0.364787338 -1.1501778
## [2033,] -0.512856936 -0.579275454 -1.1501778
## [2034,] -0.144209688 -0.293291299 -1.1501778
## [2035,] -0.660315835 -0.793763571 -1.1501778
## [2036,] -0.070480238 -0.436283377 -1.1501778
## [2037,] -0.586586385 -0.436283377 -1.1501778
## [2038,] -0.439127486 -0.722267532 -1.1501778
## [2039,] -0.365398036 -0.364787338 -1.1501778
## [2040,] -0.660315835 -0.936755649 -1.1501778
## [2041,] -0.070480238 -0.507779415 0.8690232
## [2042,] -0.660315835 -0.865259610 -1.1501778
## [2043,] -0.217939137 -0.364787338 0.8690232
## [2044,] -1.692528129 -0.865259610 -1.1501778
## [2045,] -2.208634276 -1.008251688 -1.1501778
## [2046,] -1.618798679 -0.936755649 -1.1501778
## [2047,] -0.807774734 -0.793763571 0.8690232
## [2048,] -1.545069230 -0.936755649 -1.1501778
## [2049,] -1.250151431 -1.008251688 -1.1501778
## [2050,] -1.545069230 -1.222739804 -1.1501778
## [2051,] -1.176421982 -0.936755649 -1.1501778
## [2052,] -1.028963083 -0.865259610 -1.1501778
## [2053,] -1.397610331 -1.079747727 -1.1501778
## [2054,] -1.250151431 -1.008251688 -1.1501778
## [2055,] -1.250151431 -1.079747727 -1.1501778
## [2056,] -1.323880881 -1.079747727 -1.1501778
## [2057,] -1.471339780 -1.079747727 -1.1501778
## [2058,] -1.839987028 -1.365731882 -1.1501778
## [2059,] -1.250151431 -1.008251688 -1.1501778
## [2060,] -1.250151431 -1.222739804 -1.1501778
## [2061,] -1.397610331 -0.865259610 -1.1501778
## [2062,] -1.323880881 -0.722267532 -1.1501778
## [2063,] -1.471339780 -0.579275454 -1.1501778
## [2064,] -1.028963083 -0.936755649 -1.1501778
## [2065,] -1.323880881 -1.008251688 -1.1501778
## [2066,] -1.323880881 -0.936755649 -1.1501778
## [2067,] -1.176421982 -1.294235843 -1.1501778
## [2068,] -1.323880881 -1.008251688 -1.1501778
## [2069,] -1.102692532 -0.865259610 0.8690232
## [2070,] -1.545069230 -1.222739804 -1.1501778
## [2071,] -1.250151431 -1.008251688 -1.1501778
## [2072,] -1.176421982 -0.793763571 -1.1501778
## [2073,] -1.397610331 -1.294235843 -1.1501778
## [2074,] -0.660315835 -1.294235843 -1.1501778
## [2075,] -0.881504183 -1.079747727 0.8690232
## [2076,] -1.102692532 -1.294235843 -1.1501778
## [2077,] -0.734045284 -1.151243765 -1.1501778
## [2078,] -1.176421982 -1.222739804 -1.1501778
## [2079,] -1.176421982 -1.151243765 -1.1501778
## [2080,] -0.881504183 -1.008251688 0.8690232
## [2081,] -0.734045284 -1.151243765 -1.1501778
## [2082,] -0.807774734 -1.008251688 -1.1501778
## [2083,] -0.660315835 -1.222739804 -1.1501778
## [2084,] -0.807774734 -0.936755649 -1.1501778
## [2085,] -1.323880881 -1.222739804 -1.1501778
## [2086,] -1.028963083 -1.079747727 -1.1501778
## [2087,] -1.250151431 -1.365731882 -1.1501778
## [2088,] -1.102692532 -1.008251688 -1.1501778
## [2089,] -1.323880881 -1.437227921 -1.1501778
## [2090,] -1.250151431 -1.079747727 -1.1501778
## [2091,] -0.734045284 -0.722267532 0.8690232
## [2092,] -0.586586385 -0.865259610 -1.1501778
## [2093,] -0.807774734 -1.079747727 -1.1501778
## [2094,] -0.881504183 -1.580219999 -1.1501778
## [2095,] -1.323880881 -1.508723960 -1.1501778
## [2096,] -1.250151431 -1.222739804 -1.1501778
## [2097,] -1.028963083 -1.151243765 -1.1501778
## [2098,] -1.028963083 -0.865259610 -1.1501778
## [2099,] -0.734045284 -1.008251688 -1.1501778
## [2100,] -1.397610331 -1.437227921 -1.1501778
## [2101,] -0.955233633 -1.222739804 -1.1501778
## [2102,] -1.028963083 -1.365731882 -1.1501778
## [2103,] -1.397610331 -1.365731882 -1.1501778
## [2104,] -1.028963083 -1.508723960 -1.1501778
## [2105,] -0.881504183 -1.079747727 -1.1501778
## [2106,] -1.176421982 -0.936755649 -1.1501778
## [2107,] -1.250151431 -1.294235843 -1.1501778
## [2108,] -0.955233633 -1.151243765 -1.1501778
## [2109,] -1.397610331 -1.723212077 -1.1501778
## [2110,] -1.397610331 -1.008251688 -1.1501778
## [2111,] -1.102692532 -1.365731882 -1.1501778
## [2112,] -0.955233633 -1.365731882 -1.1501778
## [2113,] -1.176421982 -1.294235843 -1.1501778
## [2114,] -1.102692532 -1.437227921 -1.1501778
## [2115,] -1.176421982 -0.865259610 0.8690232
## [2116,] -1.028963083 -1.365731882 -1.1501778
## [2117,] -1.250151431 -1.365731882 -1.1501778
## [2118,] -0.955233633 -0.865259610 -1.1501778
## [2119,] -0.660315835 -1.008251688 0.8690232
## [2120,] -1.028963083 -1.294235843 -1.1501778
## [2121,] -0.955233633 -1.222739804 -1.1501778
## [2122,] -1.176421982 -1.079747727 0.8690232
## [2123,] -1.250151431 -1.508723960 -1.1501778
## [2124,] -1.102692532 -1.508723960 -1.1501778
## [2125,] -1.028963083 -1.222739804 -1.1501778
## [2126,] -0.734045284 -1.437227921 -1.1501778
## [2127,] -1.250151431 -1.151243765 -1.1501778
## [2128,] -1.176421982 -1.222739804 -1.1501778
## [2129,] -1.176421982 -0.865259610 0.8690232
## [2130,] -1.250151431 -1.508723960 -1.1501778
## [2131,] -0.734045284 -1.151243765 -1.1501778
## [2132,] -0.660315835 -1.008251688 -1.1501778
## [2133,] -1.028963083 -1.365731882 -1.1501778
## attr(,"scaled:center")
## X1 X2 Y
## 54.95593 67.10220 1.56962
## attr(,"scaled:scale")
## X1 X2 Y
## 13.5631014 13.9867889 0.4952454
x_bar <- colMeans(data_numerik) # Vektor mean
cov_matrix <- cov(data_numerik) # Matriks kovarians
Di<-mahalanobis(data_numerik,x_bar,cov_matrix)
Di
## [1] 0.9893315 0.9321087 0.7811614 1.5749378 0.7811614 1.7253261
## [7] 0.7598696 1.2610197 0.8304573 0.8366320 0.7707495 1.0028852
## [13] 0.8772085 0.8716059 0.8304573 1.2739049 2.1289789 2.8479581
## [19] 1.6416134 1.2739049 1.7182911 1.0470625 1.5579524 1.0360438
## [25] 2.8129569 1.4639108 1.0470625 2.2140632 1.9470045 1.2374981
## [31] 1.8585154 3.4825186 1.5959008 1.1026597 1.0063632 1.7182911
## [37] 1.0092864 3.4741359 1.1026597 0.9893315 2.8166071 0.9593000
## [43] 6.2731841 6.5375048 5.4611980 6.1459876 1.2968840 3.8918428
## [49] 3.2809722 3.5249330 3.5249330 4.2014838 1.2196662 2.6662014
## [55] 4.4596231 3.5157731 2.2194280 1.1741404 1.0908074 2.0600564
## [61] 7.7412539 1.7374404 2.3081941 6.5282988 1.7747396 3.7102809
## [67] 11.4974242 8.6716670 3.3684411 4.7598495 3.1627435 1.8492551
## [73] 6.1459876 0.9321087 2.8081874 1.7374404 6.8967991 4.6789875
## [79] 6.9354522 1.0312423 1.3492654 5.7674556 3.6000230 4.3868497
## [85] 4.0955425 1.1549377 4.1228898 6.5888028 4.3868497 3.5249330
## [91] 2.0600564 1.0877236 2.6662014 3.5029837 6.6216999 9.3043595
## [97] 4.2860172 10.4147423 2.9388066 4.6615184 6.6925767 8.8126967
## [103] 10.2600137 3.0037399 6.2163830 1.5930574 3.0037399 4.9700969
## [109] 3.0037399 5.6071234 1.5221462 2.6862184 2.8185782 1.6281160
## [115] 1.4291964 3.9666250 1.6236412 3.3260243 3.2440039 0.9244009
## [121] 2.3862966 1.9680329 2.8726676 2.6993737 6.5618754 0.9505538
## [127] 2.1508603 3.0343951 1.7794926 2.6993737 1.4157205 1.8702403
## [133] 1.0096661 5.8996794 1.7374404 1.0924654 1.2887126 0.7598696
## [139] 1.5036575 4.0663179 2.9388066 7.0629541 5.9706164 4.7900309
## [145] 4.4596231 5.0386692 5.1780667 7.1157571 5.1780667 3.3260243
## [151] 2.2140632 1.6493515 1.0302558 0.9893315 1.5195155 1.8585154
## [157] 1.8585154 1.3292909 1.2438465 1.3860212 1.0092864 1.0092864
## [163] 1.2887126 2.0953591 0.8366320 2.4833408 1.6698153 1.7994993
## [169] 2.7498949 0.7811614 2.8360686 3.4049863 3.5376586 1.0028852
## [175] 1.3486398 1.0010332 3.1287116 0.8304573 0.8386374 1.6056485
## [181] 1.2831565 2.6862184 1.0096661 1.3486398 1.1984028 1.3622246
## [187] 0.9865250 1.2182445 1.4453864 0.8749482 8.4196533 1.6189759
## [193] 2.5443961 2.2194280 6.1833365 4.4031945 4.0955425 1.2723211
## [199] 1.6651735 2.4147815 3.3275340 1.6281160 1.2831565 3.7102809
## [205] 5.0686104 0.9865250 1.5749378 2.0864392 1.0312423 1.2610197
## [211] 1.0445402 1.3531389 0.8386374 1.5036575 0.9519637 1.3531389
## [217] 1.0445402 1.8432558 2.4399816 1.2438465 0.8000905 1.8630941
## [223] 2.8360686 1.0028852 1.6236412 2.1671716 0.9207280 2.2140632
## [229] 0.9950171 1.7929584 1.6708309 1.9028465 1.5195155 0.9244009
## [235] 1.5032600 1.1897129 1.4639108 2.3598918 4.0455691 0.9858673
## [241] 1.3292909 3.9112822 1.1366979 2.8726676 2.4051661 2.5595377
## [247] 2.5770051 0.9207280 1.0092864 6.2945012 5.1063189 3.1322587
## [253] 5.2231267 2.2025104 3.2324614 2.7152367 3.6560526 2.0700242
## [259] 1.4978470 1.6154153 4.7939574 2.2015081 2.5209463 1.6154153
## [265] 2.7068959 2.3330060 2.2025104 1.3763782 2.1123308 2.7152367
## [271] 2.0381692 1.9908324 3.8500468 1.7736004 1.4989929 3.6584928
## [277] 2.1889989 1.7175260 2.2317041 2.0691809 0.8029212 1.3860212
## [283] 1.9028465 1.2673175 7.3679087 3.5955310 2.0269252 2.2469567
## [289] 3.5955310 1.7868281 2.2533364 1.9553592 2.3528178 1.7175260
## [295] 1.0834544 1.4556933 6.5820086 1.7182911 1.9072859 2.7676223
## [301] 2.2251471 1.7929584 1.8872776 3.0704883 1.7929584 1.9470045
## [307] 2.3598918 2.2533364 3.5401771 1.8579642 3.4884053 1.5271153
## [313] 3.9781626 3.0994175 4.0537528 2.6871931 2.0959228 3.4563360
## [319] 2.0691809 0.8116388 5.6866699 2.2164227 1.3860212 3.2395242
## [325] 2.4191965 2.6871931 3.2124747 4.2266997 1.2703481 3.5732011
## [331] 3.2866304 1.3914696 1.7151386 2.0269252 2.6871931 2.7068959
## [337] 3.5894215 3.9112822 1.4250200 1.5162798 2.5528105 3.1090134
## [343] 5.6726467 1.6479630 2.1784053 2.7122934 1.8104871 1.7868281
## [349] 9.2703859 1.7755964 6.3272650 3.4143694 2.3453679 3.6834145
## [355] 3.3376074 1.7367433 1.8913609 2.9518476 4.2193266 2.1148669
## [361] 2.8904251 4.6771124 1.9750293 6.9363316 4.1002518 1.4978470
## [367] 5.0019394 8.1893125 3.1758619 2.6947254 1.4217174 3.6690549
## [373] 1.8012777 8.1893125 6.5955476 3.7657203 1.7367433 1.5743494
## [379] 2.2224846 3.6658709 2.0425749 3.7013694 3.4369291 3.8160510
## [385] 3.0325091 2.2233482 4.4133184 3.0548326 7.1919420 2.1508603
## [391] 2.6330216 2.1671716 6.0015434 0.7707495 2.0643699 3.3260243
## [397] 2.7172023 2.0643699 3.2558368 0.8304573 0.7563990 4.3047127
## [403] 4.4071065 1.5749378 4.3047127 4.6187318 6.8673877 0.8201478
## [409] 1.5162798 7.4309044 2.8090959 3.5029837 3.0044623 2.7669072
## [415] 2.9580564 1.2659556 2.3284859 2.2177668 0.8029212 1.2659556
## [421] 2.6392728 4.5064768 2.2780669 3.1770333 3.9257975 3.1880063
## [427] 1.2610197 8.8369781 2.8465142 3.6859053 2.8166071 1.7182911
## [433] 0.9893315 2.1289789 0.8116388 2.4082411 4.5064768 2.2177668
## [439] 4.2293064 2.7795080 2.7669072 2.7459277 2.1395192 2.3751339
## [445] 4.1772179 1.9526017 5.3313038 3.4357773 2.7364587 6.5381230
## [451] 1.7888726 1.2887126 2.9580564 2.3284859 1.2196662 0.9519637
## [457] 1.2137330 3.4563360 1.5930574 0.8723724 3.7118747 0.8304573
## [463] 1.2968840 1.0312423 4.1651399 3.3044482 4.1702018 8.6740227
## [469] 7.4551445 5.7316505 4.5181883 1.3622246 1.2723211 5.9385681
## [475] 1.3883231 2.2194280 6.8967991 6.0502887 6.0104965 2.1918242
## [481] 3.5980892 1.6281160 3.7118747 1.2137330 3.7102809 6.1079020
## [487] 0.9505538 1.1760780 2.4082411 0.7811614 3.2809722 4.6789875
## [493] 3.3903161 1.5749378 0.9858673 2.4191965 1.2790844 1.6189759
## [499] 1.0363938 2.9529677 1.8964984 1.3857666 1.4280902 3.1245462
## [505] 7.2231823 1.4978470 1.3264279 1.4280902 1.8780671 1.3520074
## [511] 1.4280902 4.6143032 1.7367433 1.4061219 1.7728273 1.3657225
## [517] 1.3403699 1.6387217 1.5904338 1.4050449 3.1176267 3.7797845
## [523] 4.1772179 6.5311557 6.1389667 4.8126043 5.2785395 6.5311557
## [529] 3.7867149 6.2787414 3.8160510 1.0312423 3.5608154 5.2373338
## [535] 3.9126338 5.5665491 1.2968840 5.7674556 11.4498513 4.6789875
## [541] 5.0120540 4.6744928 3.3260243 3.4271693 1.5463694 1.1741404
## [547] 3.5029837 4.5289460 2.6392728 3.5955310 1.8564536 3.1880063
## [553] 2.2251471 1.9126532 2.0756246 4.0455691 2.4191965 3.9847827
## [559] 6.7978783 0.9244009 1.7755964 0.8201478 2.5491742 3.0101835
## [565] 2.4833408 2.4833408 1.9526017 2.8129569 3.1907577 4.3830474
## [571] 1.6048045 4.9449757 2.7847891 2.8102997 1.8825945 1.3612641
## [577] 1.9714119 3.1681702 1.4217891 1.3520074 1.4617393 1.5060689
## [583] 1.5087409 3.7325140 3.0905536 2.8151843 4.2184868 1.5884934
## [589] 1.6669774 1.3657225 3.2137888 3.9248641 1.6170202 3.0905536
## [595] 2.6109552 1.4556933 2.5516202 3.0905536 2.3862966 1.4882350
## [601] 1.7868281 2.6392728 4.4206970 2.0562764 3.1810655 1.3701956
## [607] 1.5662010 2.4834097 1.4280902 1.3292909 2.4834097 2.3751339
## [613] 2.5595377 2.2469567 4.0723205 1.9301383 2.6392728 6.7504254
## [619] 2.6109552 2.7669072 0.8366320 1.0470625 3.0325091 2.2233482
## [625] 3.6418393 1.7755964 4.4526681 3.9247263 1.6788242 1.8579642
## [631] 5.0083511 3.4884053 4.0614040 3.9126338 0.9244009 3.0343951
## [637] 2.4833408 3.7892148 3.2866304 2.5739917 3.9247263 2.7795080
## [643] 2.2164227 1.1760780 3.0418479 3.0325091 3.4884053 2.8314904
## [649] 5.4195091 1.9028465 2.5595377 2.0722394 3.9247263 1.8215285
## [655] 4.3047127 3.6160244 2.7218830 2.4833408 3.2228467 6.5618754
## [661] 5.0043226 2.6993737 2.3130018 3.3716718 1.5743494 6.5851732
## [667] 1.5240058 1.3946835 3.3916610 1.9049430 1.5087409 2.2815270
## [673] 4.4022197 1.3657225 2.0789156 2.2840031 2.2840031 1.6473477
## [679] 3.4240352 2.2815270 2.4225886 1.4250200 2.9147843 4.1252109
## [685] 5.2956618 1.3612641 2.2741975 3.3997077 1.4217891 3.5132497
## [691] 1.9714119 1.5679858 3.3916610 1.3657225 4.0414177 3.4548989
## [697] 2.2846891 1.4217174 1.6387217 3.3997077 1.7025363 2.5526038
## [703] 3.0905536 1.4891228 2.9147843 2.0031036 2.8428783 2.1975383
## [709] 2.7122934 1.6387217 1.6788242 2.0031036 4.2553623 8.5946770
## [715] 3.2279616 7.7388326 8.4395822 4.5574831 3.1494451 2.6644569
## [721] 3.3929014 3.0011864 3.6803692 2.7252930 3.4067793 3.0011864
## [727] 2.5613870 5.7348436 7.5239032 4.2988625 2.8894506 3.9583140
## [733] 5.5744550 6.3868880 3.6880386 2.6644569 4.2489880 3.7595320
## [739] 3.5098470 4.9574264 11.3252101 3.3929014 4.8002973 4.8555142
## [745] 4.9574264 5.1895739 5.7498390 4.0890440 3.3269733 4.0890440
## [751] 3.4857954 5.8068085 3.2611887 3.5274290 3.1494451 4.3040208
## [757] 3.6803692 3.5274290 3.2345866 3.2279616 3.1085920 3.7548506
## [763] 3.4857954 4.2988625 2.4890569 1.8663771 2.9817252 3.5098470
## [769] 1.6669774 1.7755462 1.9426936 2.0964027 1.5060689 5.1887977
## [775] 3.2222662 2.1725487 2.4104427 2.2840031 1.8825945 3.5454364
## [781] 1.4563544 4.0751564 1.6669774 2.0934675 3.9039615 1.6473477
## [787] 1.8068057 1.7094091 2.3066778 1.5743494 1.6473477 2.2061097
## [793] 1.6669774 3.6296549 2.6997487 3.6296549 2.2840031 2.5603752
## [799] 2.3066778 3.9892375 3.3361834 2.2679329 1.8068057 1.5789486
## [805] 3.1322654 2.2457970 2.0934675 4.3601117 1.7728273 3.1758619
## [811] 2.0379907 2.1015026 2.6997487 5.2584757 3.0333616 7.3053111
## [817] 9.0527464 2.7127875 5.4282118 2.8018244 4.3562226 5.9636707
## [823] 5.6386249 5.9636707 4.6771124 1.4414656 5.7189085 2.2715562
## [829] 7.2379948 1.7094091 2.1442004 1.8663771 1.9370967 3.1417847
## [835] 7.9982061 2.4225886 2.6415718 1.4978470 2.8018244 2.7326908
## [841] 2.0036972 4.8631374 1.8630941 3.4045016 4.3840120 2.1918242
## [847] 2.7326908 1.7747396 2.0036972 2.1285128 6.2309435 2.2182195
## [853] 2.0036972 2.1399232 2.0036972 2.0036972 1.1984028 1.8630941
## [859] 2.0036972 1.1549377 2.3739227 4.2188682 3.2545204 4.5385566
## [865] 5.8123613 4.7576752 6.5032974 6.5138882 2.9579002 3.0389943
## [871] 6.9593171 3.3990323 3.1526779 2.1285128 2.7007276 2.8414704
## [877] 4.1482151 2.7134326 4.1760194 4.4608183 2.6993290 5.0832039
## [883] 3.0937308 2.2716873 6.4851480 2.5918390 2.6814196 2.1882233
## [889] 1.3883231 3.6136807 1.4291964 2.1918242 3.0037399 6.9584635
## [895] 4.4075435 2.2182195 2.8285471 2.2212703 1.3486398 5.4531179
## [901] 4.6742625 5.5857741 6.0869930 6.1521301 7.3879122 5.9897167
## [907] 4.1482151 6.1521301 10.0996089 6.1521301 5.7583335 6.6385115
## [913] 4.9494402 4.1703965 6.1825378 6.7904980 0.8386374 1.6116897
## [919] 2.0953591 1.7374404 2.8360686 4.7216938 1.1741404 1.0877236
## [925] 1.0908074 2.5443961 1.0445402 1.6116897 1.8702403 0.9596288
## [931] 2.1882233 1.5036575 5.6137293 4.7577427 1.8068525 4.7577427
## [937] 1.4414656 3.3470253 1.5240058 2.2744839 8.1893125 4.0488840
## [943] 4.1002518 1.7755462 3.2607906 1.6297869 3.1681702 1.4882350
## [949] 1.3657225 1.5679858 2.4104427 1.3946835 1.3721330 1.3946835
## [955] 4.9724669 2.5865195 1.3545827 3.7721950 3.1090134 2.3633952
## [961] 3.7413454 2.2715562 1.8964984 3.6296549 2.0031036 1.3946835
## [967] 2.3633952 4.7850486 2.0317380 1.5679858 4.4361620 6.3871301
## [973] 3.6296549 1.9369563 2.9245536 5.1071166 2.1015026 4.1189558
## [979] 1.4217174 4.8360548 2.2840031 1.5087409 9.3643420 1.6773972
## [985] 2.6997487 1.6387217 1.3915289 3.0905536 2.8102997 1.4895094
## [991] 3.7721950 1.6788242 1.4882350 1.4050449 1.8473999 3.4548989
## [997] 3.4143694 1.8825945 4.1252109 4.2184868 1.4061219 2.0381692
## [1003] 3.4143694 2.3453679 1.8913609 3.9985366 3.3929014 4.0549265
## [1009] 3.4067793 3.6713586 5.7322553 4.0748769 4.6861969 4.0417143
## [1015] 3.6880386 3.8114906 3.8114906 4.5406693 3.7614504 3.2611887
## [1021] 4.3662238 4.7181771 4.8555142 5.4520040 4.6387436 3.0127694
## [1027] 3.4067793 3.3269733 2.7856073 3.7614504 3.2611887 4.9449649
## [1033] 2.7821714 2.6699282 3.9892375 2.4079126 3.6803692 3.0011864
## [1039] 4.1447407 2.5693945 4.0417143 3.3269733 2.8894506 2.4572843
## [1045] 2.5693945 2.0964027 2.6699282 2.8977241 2.0964027 3.3929014
## [1051] 2.8894506 3.4143694 2.1725487 1.5679858 2.1029659 1.5904338
## [1057] 1.5240058 1.3520074 1.4217891 4.9264374 1.8825945 2.7872314
## [1063] 2.7847891 1.9451127 1.4891228 1.3721330 1.7600194 2.4104427
## [1069] 1.8012777 2.2744839 1.4050449 2.1029659 1.7736004 3.9871192
## [1075] 2.6997487 2.4225886 2.7722615 2.3744387 3.4304295 3.9583140
## [1081] 2.9879489 5.1895739 3.2279616 2.6644569 3.5631757 2.5878494
## [1087] 3.2611887 5.9137723 2.5878494 4.7706021 3.4857954 4.0748769
## [1093] 3.7614504 3.7396694 3.5631757 2.7252930 0.8749482 5.1878395
## [1099] 0.9207280 0.9519637 1.0470625 1.1026597 0.9532108 0.7563990
## [1105] 1.7182911 1.7253261 0.9244009 2.1289789 1.2673175 0.9207280
## [1111] 0.9532108 2.7498949 2.2650294 2.7900159 1.2610197 1.0302558
## [1117] 1.2739049 1.2659556 3.2395242 1.5107702 2.7900159 2.1613618
## [1123] 1.6493515 1.2374981 1.7794926 1.0470625 1.2610197 0.8194793
## [1129] 3.4825186 2.5770051 0.8716059 1.1026597 1.4556933 1.2887126
## [1135] 2.8166071 1.0470625 2.1484830 1.7374404 1.8234044 1.9271895
## [1141] 0.8201478 2.0600564 1.8579642 2.6330216 2.6404093 1.2968840
## [1147] 1.0445402 1.2493645 1.0312423 1.8234044 2.6201256 4.1214306
## [1153] 1.0010332 2.8465142 1.2077890 0.9596288 5.0568593 2.0429145
## [1159] 0.8723724 3.0028454 3.2991834 2.3081941 4.1702018 1.5717960
## [1165] 0.8723724 2.6404093 1.2077890 4.0955425 3.3275340 4.9894917
## [1171] 2.4049865 3.1681702 2.8904251 2.3496496 2.7152367 2.8904251
## [1177] 2.5790316 3.7413454 2.4964469 3.7413454 2.1123308 3.9039615
## [1183] 6.9774796 5.9492767 3.6584928 2.9479913 3.4240352 2.4325147
## [1189] 3.5347526 2.9479913 4.6260568 4.0751564 1.0470625 1.2551732
## [1195] 1.3876902 0.8716059 0.7811614 0.7563990 1.6416134 2.8166071
## [1201] 1.1760780 0.8366320 0.8194793 0.8881990 3.4369291 6.8705383
## [1207] 0.9593000 1.0092864 2.2233482 1.0834544 1.1760780 2.2780669
## [1213] 2.1395192 2.3453679 3.3974521 0.9871978 3.4878661 1.1897129
## [1219] 1.2673175 2.4834097 5.3400824 0.8529140 2.2177668 1.9028465
## [1225] 1.2673175 2.7676223 1.0063632 3.5259229 1.6912902 1.3876902
## [1231] 1.8585154 1.3876902 1.6912902 3.1907577 3.7345976 5.6207548
## [1237] 3.4240352 3.8346217 3.9188907 8.7056383 7.9178452 9.2521722
## [1243] 10.1923601 1.5679858 8.0347576 4.6789081 4.3549854 3.7325140
## [1249] 2.5790316 4.6789081 4.6789081 6.9896889 2.1148669 10.1923601
## [1255] 3.4901445 4.6260568 6.3108548 1.6048045 2.9529677 4.0414177
## [1261] 3.1234028 5.6386249 3.2250854 2.2015081 3.4847599 2.2015081
## [1267] 3.2290312 1.8944184 2.6387952 6.5833437 4.1968381 2.5834925
## [1273] 1.6479630 2.9106667 5.2231267 1.9072859 3.4316584 2.2015081
## [1279] 3.8982679 3.1322587 2.5209463 4.5316358 2.6387952 3.8982679
## [1285] 3.4200896 3.1245462 4.3874238 2.9518476 3.3288482 1.8104871
## [1291] 3.9039615 2.2015081 2.2015081 2.2015081 3.8982679 2.7068959
## [1297] 2.4325147 3.2324614 2.1048016 2.7152367 2.1148669 2.2954782
## [1303] 2.4543042 4.2073750 6.6733943 1.6479630 2.7068959 2.4325147
## [1309] 2.2780669 3.4370402 3.4316584 1.7994993 1.5714234 1.9072859
## [1315] 1.1366979 1.4556933 1.8104871 1.9883227 1.7994993 1.3860212
## [1321] 3.5259229 1.9883227 2.1123308 1.9883227 4.7385785 2.3528178
## [1327] 4.3830474 1.6479630 2.3528178 4.2866183 3.2250854 2.1889989
## [1333] 2.3528178 2.9479913 2.5209463 1.7175260 1.6416134 4.7598495
## [1339] 0.8063633 2.6201256 0.8063633 1.2374981 11.0631411 5.1172749
## [1345] 0.8723724 8.4094719 4.1702018 3.3903161 2.0970572 0.8063633
## [1351] 0.9519637 0.8723724 1.5864754 1.0312423 3.4369291 0.9505538
## [1357] 0.8201478 0.8749482 2.6176630 1.3622246 3.3044482 1.0302558
## [1363] 1.0834544 6.2343077 1.3701956 1.4556933 0.9244009 1.5579524
## [1369] 3.8418469 1.1366979 1.6708309 1.1026597 0.9858673 1.0092864
## [1375] 0.9207280 1.1366979 2.5516202 0.9871978 0.9207280 1.1098195
## [1381] 1.3876902 3.4240255 0.8529140 1.2887126 2.0700242 4.2305809
## [1387] 2.2140632 2.3119300 1.6708309 2.7231163 1.3860212 1.7994993
## [1393] 0.8716059 2.8834130 1.1760780 1.5032600 3.4401701 2.4553131
## [1399] 1.1026597 1.3763782 0.7598696 0.9244009 2.7275950 3.4257021
## [1405] 1.0470625 1.1741404 2.7364587 1.2438465 2.7669072 0.7707495
## [1411] 0.8749482 1.6912902 2.6176630 2.8479581 1.0877236 2.7900159
## [1417] 1.3492654 0.7563990 0.9893315 0.8202744 1.3531389 1.2739049
## [1423] 2.1613618 1.3486398 2.7364587 2.9237214 1.6416134 3.8100055
## [1429] 1.5195155 2.1395192 1.4639108 1.7182911 1.2610197 1.1366979
## [1435] 1.5579524 1.1760780 1.1366979 1.1897129 1.3292909 2.1613618
## [1441] 3.4401701 1.6416134 1.0834544 1.8399675 0.9950171 1.2673175
## [1447] 1.4639108 2.8166071 1.6788242 3.5698555 1.1568745 1.0908074
## [1453] 2.0864392 1.5036575 3.4825186 1.6692976 2.5541894 0.9519637
## [1459] 2.1362598 0.8304573 1.7888726 1.6796007 1.7888726 1.8702403
## [1465] 7.8511528 1.3486398 2.2212703 1.6116897 1.5036575 1.2438465
## [1471] 4.9508726 4.6869662 6.0243206 7.2223596 3.8405407 3.9090416
## [1477] 9.0692412 4.2118315 5.2292946 4.2118315 5.6611824 4.3115666
## [1483] 5.0590768 5.5857741 5.8567614 3.9962086 9.1233303 5.1996526
## [1489] 9.2594913 3.3767355 7.7492447 3.9666918 6.2823355 4.2188682
## [1495] 5.2740529 4.2188682 3.8697589 6.3822767 5.6606165 9.1764345
## [1501] 5.3449763 6.8051921 4.5759598 6.0661331 3.9666918 3.5455074
## [1507] 5.5958008 4.6869662 4.5532573 8.3829016 6.8051921 3.8795978
## [1513] 5.0590768 5.8567614 4.3115666 6.9383352 2.6796800 6.0797009
## [1519] 2.7654042 6.5138882 4.2738641 4.5497457 3.6598851 3.9090416
## [1525] 5.3604750 3.2390771 3.3304057 4.5181883 3.9090416 3.5285061
## [1531] 2.2716873 4.3372592 2.6993290 3.5285061 2.7522425 1.9742430
## [1537] 5.2493759 2.5205416 5.0832039 6.5138882 2.7522425 3.3990323
## [1543] 2.7522425 1.6737904 2.9687134 2.7522425 2.3516433 2.6993290
## [1549] 6.9380819 3.4285497 5.3150716 3.8234101 4.2738641 3.1526779
## [1555] 1.5221462 2.9241446 3.8234101 5.8931827 2.1882233 5.2493759
## [1561] 2.9241446 1.6737904 4.5385566 4.1537828 4.7576752 3.4442407
## [1567] 2.2356501 4.5385566 1.7699463 4.8016395 5.5684849 3.6249148
## [1573] 3.1526779 1.8432558 4.9700969 9.5005586 4.2195912 6.8435760
## [1579] 6.0860433 6.5032974 2.7007276 3.5455074 2.2182195 5.2740529
## [1585] 4.1482151 2.9687134 2.7654042 5.0692222 3.9414813 3.8697589
## [1591] 5.3147337 2.7007276 3.3767355 4.6764314 3.2342926 3.8526367
## [1597] 2.9687134 3.3255199 0.8000905 1.3860212 1.6493515 2.3970553
## [1603] 0.9244009 0.8029212 1.0363938 1.4194876 0.8881990 5.1063189
## [1609] 0.8029212 2.0429145 1.9680329 0.7563990 0.8194793 1.2659556
## [1615] 1.2723211 6.5375048 2.1484830 1.1549377 2.5205416 2.6404093
## [1621] 1.5221462 4.4031945 1.5463694 3.3255199 2.1915675 2.0185486
## [1627] 3.0091452 0.9519637 4.6510034 2.8997557 1.8017988 3.6249148
## [1633] 2.1285128 3.1363559 2.7134326 1.6647707 5.7219232 3.4045016
## [1639] 1.6116897 4.1537828 3.0193423 2.8414704 2.2182195 1.4291964
## [1645] 1.5930574 1.6647707 2.8997557 1.0096661 2.8360686 3.9364302
## [1651] 3.4049863 5.5299625 1.0908074 0.8723724 1.7254607 1.4670571
## [1657] 0.8304573 2.0864392 1.8630941 1.7254607 3.6106197 6.3943216
## [1663] 2.8360686 2.9237214 0.9290801 3.0173059 3.5270333 4.4042899
## [1669] 1.7254607 1.4194876 2.2194280 1.0937807 3.8100055 1.6189759
## [1675] 0.8723724 1.0010332 0.8063633 4.2427429 2.8479581 3.0173059
## [1681] 1.2493645 0.8194793 3.0698468 2.5595377 2.2233482 2.6993737
## [1687] 1.8137279 6.0015434 3.0024614 5.6061961 2.0970572 3.9247263
## [1693] 0.8410083 3.7118747 5.6469297 2.0562764 4.4526681 3.4369291
## [1699] 4.3047127 3.9247263 3.4369291 3.5157731 1.3857666 2.9937584
## [1705] 6.2060362 1.5887086 1.5032600 1.4250200 3.2051699 1.7600194
## [1711] 2.3066778 3.1245462 1.4882350 1.8825945 1.8913609 4.4920594
## [1717] 1.3264279 1.8944184 3.0418479 2.5739917 5.4611980 5.4195091
## [1723] 2.4375229 1.9070258 4.0614040 2.8570308 4.1058089 2.4191965
## [1729] 3.4884053 2.8465142 2.3284859 2.3284859 3.1176267 5.7258040
## [1735] 3.7413454 4.0764767 5.9958900 6.6733943 3.5347526 4.5075359
## [1741] 5.8680653 5.5952137 3.8548650 2.0934675 4.3681425 2.9127300
## [1747] 4.0669268 3.1245462 4.4170771 5.3135260 2.9479913 3.6859053
## [1753] 4.2860172 1.6912902 0.8723724 0.8063633 1.2739049 1.0312423
## [1759] 4.8762320 0.8410083 3.2440039 0.8202744 1.1568745 0.8772085
## [1765] 0.8529140 1.0363938 2.2650294 0.8749482 0.8063633 1.9694292
## [1771] 1.0312423 0.7598696 1.0908074 0.8366320 0.8116388 3.3117398
## [1777] 0.8000905 2.0600564 3.5029837 1.2196662 1.4453864 2.9771320
## [1783] 2.7172023 3.2991834 11.5019593 2.1508603 1.0937807 0.7707495
## [1789] 1.2077890 0.8304573 2.3119300 2.7122934 2.5834925 2.6947254
## [1795] 3.2375065 5.8672095 3.8982679 2.9518476 2.5209463 2.4049865
## [1801] 2.5790316 2.4325147 3.1598762 3.1234028 1.3946835 2.3528178
## [1807] 2.2317041 3.8500468 2.7152367 1.9072859 5.0239559 5.4552438
## [1813] 1.3721330 5.0206518 4.3681425 5.9568942 5.6207548 3.7325140
## [1819] 4.6789081 4.0669268 1.8602767 4.6789081 3.7345976 6.9896889
## [1825] 4.0414177 5.3802168 2.1889989 7.6921118 4.3549854 6.0791010
## [1831] 6.5851732 7.3202240 3.2324614 1.9750293 3.4143694 3.1052075
## [1837] 1.8780671 4.5876167 1.6773972 1.8068057 1.4563544 1.9221171
## [1843] 1.8964984 3.5454364 1.6473477 5.8777675 3.0059700 1.8663771
## [1849] 1.6473477 2.3496496 2.9245536 1.7755462 5.1063189 2.1725487
## [1855] 1.7728273 1.5884934 5.9739118 1.7982662 2.2741975 3.1052075
## [1861] 2.3744387 1.5884934 4.6784646 5.5518428 2.7722615 3.5143261
## [1867] 3.5052611 3.3929014 3.2279616 5.4718034 3.9918988 2.6699282
## [1873] 3.0899079 14.0122111 3.7396694 4.5109398 3.3929014 4.6784646
## [1879] 5.8134869 4.0417143 5.1895359 4.4051083 1.9221171 2.3748378
## [1885] 4.1556810 2.8894506 3.8701757 3.3361834 3.5052611 5.5518428
## [1891] 2.4599535 3.1932190 1.7755462 3.8701757 1.9369563 1.9221171
## [1897] 2.7252930 2.1015026 2.5854922 1.4217174 2.0317380 5.1973404
## [1903] 2.1725487 2.2457970 2.0552029 1.8068057 3.5454364 2.2061097
## [1909] 2.1725487 1.8663771 1.8663771 1.5060689 2.1725487 2.4890569
## [1915] 3.1052075 2.2061097 8.5076006 2.4572843 4.9250897 7.4419262
## [1921] 1.9426936 4.4051083 5.8134869 2.7458394 4.4496606 4.0549265
## [1927] 4.4051083 2.7657574 2.6699282 3.3361834 4.6834781 2.7657574
## [1933] 5.8211475 2.2679329 2.4599535 2.9738297 4.9250897 5.8211475
## [1939] 4.9574264 2.8977241 6.0443471 2.7722615 3.9583140 2.7722615
## [1945] 4.8738375 3.2886739 2.2744839 4.3060218 1.9460242 1.3046113
## [1951] 3.3044482 3.5037187 1.3622246 1.2831565 1.2182445 1.0445402
## [1957] 4.0955425 0.9858673 9.9191150 0.8723724 1.1741404 1.0937807
## [1963] 8.0277269 1.0010332 2.2194280 5.7674556 3.2991834 1.0937807
## [1969] 2.0425749 0.8304573 1.3492654 0.7598696 0.8749482 2.9580564
## [1975] 1.2196662 2.1613618 12.1028393 1.3238194 2.6862184 6.0057170
## [1981] 3.6106197 2.7364587 2.4082411 1.7253261 4.2472764 0.9290801
## [1987] 0.9596288 0.9290801 1.8630941 6.8673877 3.0024614 5.2373751
## [1993] 0.8063633 3.8333783 4.2195912 4.9946150 2.6796800 3.7102809
## [1999] 3.8234101 4.6510034 4.9946150 2.0487958 1.6647707 3.5285061
## [2005] 5.5823958 2.6993290 6.2891652 2.0515606 3.8333783 10.9323991
## [2011] 2.5205416 2.1399232 2.5391899 2.9241446 2.6814196 5.2493759
## [2017] 1.7312079 1.9714119 6.2060362 2.2846891 1.6904599 1.6904599
## [2023] 1.4891228 2.4834097 2.6044644 1.6904599 1.3303071 1.4617393
## [2029] 1.4061219 1.3721330 1.4895094 1.9526017 1.4617393 2.0756246
## [2035] 1.5887086 3.3376074 1.5262976 2.3591358 1.5240353 2.2741975
## [2041] 3.4847599 1.8780671 1.9908324 8.6791667 17.3576883 6.4644725
## [2047] 3.7413454 5.4282118 2.1442004 3.0899079 2.0317380 1.6297869
## [2053] 2.7458394 2.1442004 1.9221171 2.2744839 3.3361834 4.9250897
## [2059] 2.1442004 1.7982662 4.3562226 4.9724669 9.3163378 1.5060689
## [2065] 2.6005368 3.0333616 1.9750293 2.6005368 5.4552438 3.0899079
## [2071] 2.1442004 2.8018244 2.0964027 5.8564270 4.7457575 2.1725487
## [2077] 3.3997077 1.7728273 1.6773972 4.4158921 3.3997077 1.9049430
## [2083] 4.9264374 1.6099801 1.9426936 1.5789486 2.1015026 1.5884934
## [2089] 2.2457970 1.9221171 3.4240352 2.2846891 2.3066778 7.0190798
## [2095] 2.5603752 1.7982662 1.7755462 1.6297869 2.2815270 2.1973042
## [2101] 2.4104427 3.0059700 2.0934675 4.3601117 1.9451127 2.0317380
## [2107] 1.8964984 2.0031036 3.6803692 3.1758619 2.5854922 3.5454364
## [2113] 1.9750293 3.1052075 6.1528101 3.0059700 2.1015026 1.4414656
## [2119] 4.7318407 2.4890569 2.4104427 5.5744550 2.8318264 3.7316946
## [2125] 2.0789156 6.9173311 1.8068057 1.7728273 6.1528101 2.8318264
## [2131] 3.3997077 2.7770997 3.0059700
hasil <- data.frame(Obs = 1:length(Di), Mahalanobis_Distance = Di)
hasil<- hasil[order(hasil$Mahalanobis_Distance), ]
hasil$Rank <- c(1:nrow(data_numerik))
hasil$Probability<-((hasil$Rank-0.5)/nrow(data_numerik))
hasil
hasil$X2<-qchisq(hasil$Probability,3)
hasil
plot(hasil$Mahalanobis_Distance,hasil$X2,
xlab= "Mahalanobis Distance",ylab="Chi-Square",,col="red",main = "QQ plot Normalitas",
pch=19,
cex=0.8)

cor_matrix <- cor(Diskriminan)
cor_matrix
## X1 X2 Y
## X1 1.0000000 0.9508843 0.6224203
## X2 0.9508843 1.0000000 0.5983709
## Y 0.6224203 0.5983709 1.0000000
AD1 <- diskriminan[diskriminan$Y == 1, ]
AD11<-as.matrix(AD1[, -ncol(Diskriminan)])
AD2 <- diskriminan[diskriminan$Y == 2, ]
AD22<-as.matrix(AD2[, -ncol(Diskriminan)])
x_bar1 <- colMeans(AD11)
x_bar1
## X1 X2
## 45.24619 57.47603
x_bar2 <- colMeans(AD22)
x_bar2
## X1 X2
## 62.29218 74.37531
selisih<-x_bar1-x_bar2
selisih
## X1 X2
## -17.04599 -16.89927
cov_matriks1<-cov(AD11)
cov_matriks1
## X1 X2
## X1 108.1596 106.2633
## X2 106.2633 122.8757
cov_matriks2<-cov(AD22)
cov_matriks2
## X1 X2
## X1 116.2070 112.4454
## X2 112.4454 127.7355
Spooled<-((((nrow(AD11)-1)*cov_matriks1**2)+((nrow(AD22)-1)*cov_matriks2**2))/(nrow(AD11)+nrow(AD22)-2))
Spooled
## X1 X2
## X1 12727.10 12062.15
## X2 12062.15 15792.26
SP<-solve(Spooled)
SP
## X1 X2
## X1 0.0002845748 -0.0002173586
## X2 -0.0002173586 0.0002293410
a=SP%*%selisih
a
## [,1]
## X1 -0.0011776569
## X2 -0.0001706025
C = ((-0.5*(selisih%*%a))+log(0.5/0.5))[1,1]
C
## [1] -0.01147869
Z1= C + AD11%*%a
head(Z1)
## [,1]
## 25 -0.08851664
## 43 -0.09308979
## 44 -0.10083814
## 45 -0.09291918
## 48 -0.09728861
## 49 -0.09223677
Z2= C + AD22%*%a
head(Z2)
## [,1]
## 1 -0.09677680
## 2 -0.10268164
## 3 -0.09981452
## 4 -0.09645215
## 5 -0.09981452
## 6 -0.10182863
Z1_bar=mean(Z1)
Z1_bar
## [1] -0.07456873
Z2_bar=mean(Z2)
Z2_bar
## [1] -0.09752612
m=(((nrow(AD11)*Z1_bar)+(nrow(AD22)*Z2_bar))/(nrow(AD11)+nrow(AD22)))
m
## [1] -0.08764573
lebih_besar <- length(Z1[Z1 > m]) # Hitung yang lebih besar dari m
lebih_kecil <- length(Z2[Z2 < m]) # Hitung yang lebih kecil dari m
print(lebih_besar)
## [1] 727
print(lebih_kecil)
## [1] 910
akurasi = ((lebih_besar+lebih_kecil)/nrow(AD))
akurasi
## [1] 0.7674637