Calculates ace based transformations and correlation, handling missing values and factors.
Source:R/pair_methods.R
ace_cor.RdCalculates ace based transformations and correlation, handling missing values and factors.
Examples
ace_cor(iris$Sepal.Length, iris$Species)
#> $p
#> [1] 1
#>
#> $n
#> [1] 150
#>
#> $x
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 5.1 4.9 4.7 4.6 5 5.4 4.6 5 4.4 4.9 5.4 4.8 4.8 4.3
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 5.8 5.7 5.4 5.1 5.7 5.1 5.4 5.1 4.6 5.1 4.8 5
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 5 5.2 5.2 4.7 4.8 5.4 5.2 5.5 4.9 5 5.5 4.9
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 4.4 5.1 5 4.5 4.4 5 5.1 4.8 5.1 4.6 5.3 5
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 7 6.4 6.9 5.5 6.5 5.7 6.3 4.9 6.6 5.2 5 5.9
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 6 6.1 5.6 6.7 5.6 5.8 6.2 5.6 5.9 6.1 6.3 6.1
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 6.4 6.6 6.8 6.7 6 5.7 5.5 5.5 5.8 6 5.4 6
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 6.7 6.3 5.6 5.5 5.5 6.1 5.8 5 5.6 5.7 5.7 6.2
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 5.1 5.7 6.3 5.8 7.1 6.3 6.5 7.6 4.9 7.3
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 6.7 7.2 6.5 6.4 6.8 5.7 5.8 6.4 6.5 7.7
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 7.7 6 6.9 5.6 7.7 6.3 6.7 7.2 6.2 6.1
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 6.4 7.2 7.4 7.9 6.4 6.3 6.1 7.7 6.3 6.4
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 6 6.9 6.7 6.9 5.8 6.8 6.7 6.7 6.3 6.5
#> [,149] [,150]
#> [1,] 6.2 5.9
#>
#> $y
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
#> [75] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3
#> [112] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
#> [149] 3 3
#>
#> $w
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [149] 1 1
#>
#> $l
#> [1] 1 5
#>
#> $delrsq
#> [1] 0.01
#>
#> $ns
#> [1] 1
#>
#> $tx
#> [,1]
#> [1,] -0.99612767
#> [2,] -1.03490874
#> [3,] -1.18676782
#> [4,] -1.25337475
#> [5,] -0.96520326
#> [6,] -0.49291631
#> [7,] -1.25337475
#> [8,] -0.96520326
#> [9,] -1.32627802
#> [10,] -1.03490874
#> [11,] -0.49291631
#> [12,] -1.11421374
#> [13,] -1.11421374
#> [14,] -1.35640999
#> [15,] 0.21740316
#> [16,] 0.12248628
#> [17,] -0.49291631
#> [18,] -0.99612767
#> [19,] 0.12248628
#> [20,] -0.99612767
#> [21,] -0.49291631
#> [22,] -0.99612767
#> [23,] -1.25337475
#> [24,] -0.99612767
#> [25,] -1.11421374
#> [26,] -0.96520326
#> [27,] -0.96520326
#> [28,] -0.89523436
#> [29,] -0.89523436
#> [30,] -1.18676782
#> [31,] -1.11421374
#> [32,] -0.49291631
#> [33,] -0.89523436
#> [34,] -0.28236937
#> [35,] -1.03490874
#> [36,] -0.96520326
#> [37,] -0.28236937
#> [38,] -1.03490874
#> [39,] -1.32627802
#> [40,] -0.99612767
#> [41,] -0.96520326
#> [42,] -1.29614606
#> [43,] -1.32627802
#> [44,] -0.96520326
#> [45,] -0.99612767
#> [46,] -1.11421374
#> [47,] -0.99612767
#> [48,] -1.25337475
#> [49,] -0.71575517
#> [50,] -0.96520326
#> [51,] 0.90010010
#> [52,] 0.72099017
#> [53,] 0.87004482
#> [54,] -0.28236937
#> [55,] 0.75355995
#> [56,] 0.12248628
#> [57,] 0.65565164
#> [58,] -1.03490874
#> [59,] 0.78200310
#> [60,] -0.89523436
#> [61,] -0.96520326
#> [62,] 0.33227956
#> [63,] 0.45059983
#> [64,] 0.56008131
#> [65,] -0.09036787
#> [66,] 0.80989548
#> [67,] -0.09036787
#> [68,] 0.21740316
#> [69,] 0.61581912
#> [70,] -0.09036787
#> [71,] 0.33227956
#> [72,] 0.56008131
#> [73,] 0.65565164
#> [74,] 0.56008131
#> [75,] 0.72099017
#> [76,] 0.78200310
#> [77,] 0.83993012
#> [78,] 0.80989548
#> [79,] 0.45059983
#> [80,] 0.12248628
#> [81,] -0.28236937
#> [82,] -0.28236937
#> [83,] 0.21740316
#> [84,] 0.45059983
#> [85,] -0.49291631
#> [86,] 0.45059983
#> [87,] 0.80989548
#> [88,] 0.65565164
#> [89,] -0.09036787
#> [90,] -0.28236937
#> [91,] -0.28236937
#> [92,] 0.56008131
#> [93,] 0.21740316
#> [94,] -0.96520326
#> [95,] -0.09036787
#> [96,] 0.12248628
#> [97,] 0.12248628
#> [98,] 0.61581912
#> [99,] -0.99612767
#> [100,] 0.12248628
#> [101,] 0.65565164
#> [102,] 0.21740316
#> [103,] 0.92998009
#> [104,] 0.65565164
#> [105,] 0.75355995
#> [106,] 1.07938007
#> [107,] -1.03490874
#> [108,] 0.98974008
#> [109,] 0.80989548
#> [110,] 0.95986009
#> [111,] 0.75355995
#> [112,] 0.72099017
#> [113,] 0.83993012
#> [114,] 0.12248628
#> [115,] 0.21740316
#> [116,] 0.72099017
#> [117,] 0.75355995
#> [118,] 1.10926007
#> [119,] 1.10926007
#> [120,] 0.45059983
#> [121,] 0.87004482
#> [122,] -0.09036787
#> [123,] 1.10926007
#> [124,] 0.65565164
#> [125,] 0.80989548
#> [126,] 0.95986009
#> [127,] 0.61581912
#> [128,] 0.56008131
#> [129,] 0.72099017
#> [130,] 0.95986009
#> [131,] 1.01962008
#> [132,] 1.16902006
#> [133,] 0.72099017
#> [134,] 0.65565164
#> [135,] 0.56008131
#> [136,] 1.10926007
#> [137,] 0.65565164
#> [138,] 0.72099017
#> [139,] 0.45059983
#> [140,] 0.87004482
#> [141,] 0.80989548
#> [142,] 0.87004482
#> [143,] 0.21740316
#> [144,] 0.83993012
#> [145,] 0.80989548
#> [146,] 0.80989548
#> [147,] 0.65565164
#> [148,] 0.75355995
#> [149,] 0.61581912
#> [150,] 0.33227956
#>
#> $ty
#> [1] -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860
#> [7] -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860
#> [13] -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860
#> [19] -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860
#> [25] -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860
#> [31] -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860
#> [37] -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860
#> [43] -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860 -1.3531860
#> [49] -1.3531860 -1.3531860 0.3206916 0.3206916 0.3206916 0.3206916
#> [55] 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916
#> [61] 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916
#> [67] 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916
#> [73] 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916
#> [79] 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916
#> [85] 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916
#> [91] 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916 0.3206916
#> [97] 0.3206916 0.3206916 0.3206916 0.3206916 1.0324944 1.0324944
#> [103] 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944
#> [109] 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944
#> [115] 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944
#> [121] 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944
#> [127] 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944
#> [133] 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944
#> [139] 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944
#> [145] 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944 1.0324944
#>
#> $rsq
#> [1] 0.7027773
#>
#> $ierr
#> [1] 0
#>
#> $m
#> [1] 14 9 39 43 42 23 48 7 4 30 3 31 12 13 25 46 35 38
#> [19] 107 2 58 10 50 94 8 5 27 26 61 44 36 41 40 99 45 47
#> [37] 1 22 18 24 20 33 29 28 60 49 6 17 21 32 11 85 91 37
#> [55] 90 54 82 81 34 89 122 70 95 67 65 96 97 19 114 56 16 80
#> [73] 100 93 15 115 83 143 68 102 71 150 62 63 79 139 84 120 86 135
#> [91] 128 64 72 92 74 69 149 98 127 124 147 57 104 134 101 88 73 137
#> [109] 133 129 138 52 116 75 112 55 105 117 148 111 76 59 146 66 87 78
#> [127] 141 109 145 125 144 77 113 142 140 121 53 51 103 130 126 110 108 131
#> [145] 106 118 119 123 136 132 1 34 35 36 37 33 32 31 30 29 28 38
#> [163] 39 40 50 49 48 47 46 45 44 43 42 41 27 26 25 11 10 9
#> [181] 8 7 6 5 4 3 2 12 13 14 24 23 22 21 20 19 18 17
#> [199] 16 15 87 86 85 84 83 82 81 80 79 78 77 88 89 100 99 98
#> [217] 97 96 95 94 93 92 91 90 76 75 61 60 59 58 57 56 55 54
#> [235] 53 52 51 62 63 74 73 72 71 70 69 68 67 66 65 64 136 135
#> [253] 134 133 132 131 130 129 128 127 137 138 139 149 148 147 146 145 144 143
#> [271] 142 141 140 126 125 124 110 109 108 107 106 105 104 103 102 101 111 112
#> [289] 113 123 122 121 120 119 118 117 116 115 114 150
#>
#> $z
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.99612767 -0.99612767 -0.9077636 1 -0.355757411 -1.35188508
#> [2,] -0.28236937 -1.03490874 -0.9077636 1 -0.316976338 -1.35188508
#> [3,] -1.03490874 -1.18676782 -0.9077636 1 -0.165117256 -1.35188508
#> [4,] -0.96520326 -1.25337475 -0.9077636 1 -0.098510330 -1.35188508
#> [5,] -0.28236937 -0.96520326 -0.9077636 1 -0.386681821 -1.35188508
#> [6,] -0.89523436 -0.49291631 -0.9077636 1 -0.858968772 -1.35188508
#> [7,] -0.49291631 -1.25337475 -0.9077636 1 -0.098510330 -1.35188508
#> [8,] -1.11421374 -0.96520326 -0.9077636 1 -0.386681821 -1.35188508
#> [9,] -1.18676782 -1.32627802 -0.9077636 1 -0.025607054 -1.35188508
#> [10,] -0.89523436 -1.03490874 -0.9077636 1 -0.316976338 -1.35188508
#> [11,] -0.89523436 -0.49291631 -0.9077636 1 -0.858968772 -1.35188508
#> [12,] -1.03490874 -1.11421374 -0.9077636 1 -0.237671333 -1.32204236
#> [13,] -1.32627802 -1.11421374 -0.9077636 1 -0.237671333 -1.32204236
#> [14,] -0.99612767 -1.35640999 -0.9077636 1 0.004524912 -1.32204236
#> [15,] -0.96520326 0.21740316 -0.9077636 1 -1.569288234 -1.32204236
#> [16,] -0.71575517 0.12248628 -0.9077636 1 -1.474371355 -1.32204236
#> [17,] -1.25337475 -0.49291631 -0.9077636 1 -0.858968772 -0.67881948
#> [18,] -0.99612767 -0.99612767 -0.9077636 1 -0.355757411 -0.67881948
#> [19,] -1.11421374 0.12248628 -0.9077636 1 -1.474371355 -0.67881948
#> [20,] -0.99612767 -0.99612767 -0.9077636 1 -0.355757411 -0.67881948
#> [21,] -0.96520326 -0.49291631 -0.9077636 1 -0.858968772 -0.67881948
#> [22,] -1.32627802 -0.99612767 -0.9077636 1 -0.355757411 -0.67881948
#> [23,] -1.29614606 -1.25337475 -0.9077636 1 -0.098510330 -1.02134897
#> [24,] -0.96520326 -0.99612767 -0.9077636 1 -0.355757411 -1.02134897
#> [25,] -0.96520326 -1.11421374 -0.9077636 1 -0.237671333 -1.02134897
#> [26,] -0.96520326 -0.96520326 -0.9077636 1 -0.386681821 -1.02134897
#> [27,] -1.11421374 -0.96520326 -0.9077636 1 -0.386681821 -1.02134897
#> [28,] -0.49291631 -0.89523436 -0.9077636 1 -0.456650716 -1.02134897
#> [29,] -1.03490874 -0.89523436 -0.9077636 1 -0.456650716 -1.02134897
#> [30,] -1.32627802 -1.18676782 -0.9077636 1 -0.165117256 -1.02134897
#> [31,] -0.96520326 -1.11421374 -0.9077636 1 -0.237671333 -1.02134897
#> [32,] -1.25337475 -0.49291631 -0.9077636 1 -0.858968772 -1.02134897
#> [33,] -0.49291631 -0.89523436 -0.9077636 1 -0.456650716 -1.19050443
#> [34,] -0.96520326 -0.28236937 -0.9077636 1 -1.069515712 -1.19050443
#> [35,] -1.25337475 -1.03490874 -0.9077636 1 -0.316976338 -1.19050443
#> [36,] -1.18676782 -0.96520326 -0.9077636 1 -0.386681821 -1.19050443
#> [37,] -1.03490874 -0.28236937 -0.9077636 1 -1.069515712 -1.19050443
#> [38,] -1.11421374 -1.03490874 -0.9077636 1 -0.316976338 -1.19050443
#> [39,] -1.11421374 -1.32627802 -0.9077636 1 -0.025607054 -1.19050443
#> [40,] -1.35640999 -0.99612767 -0.9077636 1 -0.355757411 -1.19050443
#> [41,] -0.99612767 -0.96520326 -0.9077636 1 -0.386681821 -1.19050443
#> [42,] -1.25337475 -1.29614606 -0.9077636 1 -0.055739021 -1.13177041
#> [43,] -0.99612767 -1.32627802 -0.9077636 1 -0.025607054 -1.13177041
#> [44,] -0.49291631 -0.96520326 -0.9077636 1 -0.386681821 -1.13177041
#> [45,] -0.99612767 -0.99612767 -0.9077636 1 -0.355757411 -1.13177041
#> [46,] 0.12248628 -1.11421374 -0.9077636 1 -0.237671333 -1.16652536
#> [47,] -0.99612767 -0.99612767 -0.9077636 1 -0.355757411 -1.07186429
#> [48,] -0.49291631 -1.25337475 -0.9077636 1 -0.098510330 -1.07186429
#> [49,] 0.12248628 -0.71575517 -0.9077636 1 -0.636129907 -1.07186429
#> [50,] 0.21740316 -0.96520326 -0.9077636 1 -0.386681821 -1.07186429
#> [51,] 0.80989548 0.90010010 0.2151309 1 -0.583747675 -1.07186429
#> [52,] 0.45059983 0.72099017 0.2151309 1 -0.404637754 -1.07186429
#> [53,] -0.49291631 0.87004482 0.2151309 1 -0.553692404 -0.08727783
#> [54,] 0.45059983 -0.28236937 0.2151309 1 0.598721786 -0.08727783
#> [55,] 0.21740316 0.75355995 0.2151309 1 -0.437207525 -0.08727783
#> [56,] -0.28236937 0.12248628 0.2151309 1 0.193866143 -0.08727783
#> [57,] -0.28236937 0.65565164 0.2151309 1 -0.339299220 -0.08727783
#> [58,] 0.12248628 -1.03490874 0.2151309 1 1.351261160 -0.08727783
#> [59,] 0.45059983 0.78200310 0.2151309 1 -0.465650677 -0.08727783
#> [60,] 0.80989548 -0.89523436 0.2151309 1 1.211586782 0.36775002
#> [61,] 0.83993012 -0.96520326 0.2151309 1 1.281555677 0.36775002
#> [62,] 0.65565164 0.33227956 0.2151309 1 -0.015927139 0.36775002
#> [63,] -0.09036787 0.45059983 0.2151309 1 -0.134247405 0.36775002
#> [64,] 0.12248628 0.56008131 0.2151309 1 -0.243728890 0.36775002
#> [65,] -0.99612767 -0.09036787 0.2151309 1 0.406720289 0.36775002
#> [66,] 0.61581912 0.80989548 0.2151309 1 -0.493543057 -0.01541966
#> [67,] 0.12248628 -0.09036787 0.2151309 1 0.406720289 -0.01541966
#> [68,] 0.12248628 0.21740316 0.2151309 1 0.098949264 -0.01541966
#> [69,] -0.09036787 0.61581912 0.2151309 1 -0.299466697 -0.01541966
#> [70,] -0.96520326 -0.09036787 0.2151309 1 0.406720289 -0.01541966
#> [71,] 0.21740316 0.33227956 0.2151309 1 -0.015927139 -0.01541966
#> [72,] 0.56008131 0.56008131 0.2151309 1 -0.243728890 -0.01541966
#> [73,] -0.28236937 0.65565164 0.2151309 1 -0.339299220 -0.01541966
#> [74,] -0.28236937 0.56008131 0.2151309 1 -0.243728890 0.40588435
#> [75,] 0.78200310 0.72099017 0.2151309 1 -0.404637754 0.40588435
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#> [79,] 0.78200310 0.45059983 0.2151309 1 -0.134247405 0.40588435
#> [80,] -1.03490874 0.12248628 0.2151309 1 0.193866143 0.40588435
#> [81,] 0.65565164 -0.28236937 0.2151309 1 0.598721786 0.57632276
#> [82,] 0.12248628 -0.28236937 0.2151309 1 0.598721786 0.57632276
#> [83,] 0.75355995 0.21740316 0.2151309 1 0.098949264 0.57632276
#> [84,] -0.28236937 0.45059983 0.2151309 1 -0.134247405 0.58663543
#> [85,] 0.87004482 -0.49291631 0.2151309 1 0.809268726 0.58663543
#> [86,] 0.72099017 0.45059983 0.2151309 1 -0.134247405 0.58663543
#> [87,] 0.90010010 0.80989548 0.2151309 1 -0.493543057 0.58663543
#> [88,] 0.33227956 0.65565164 0.2151309 1 -0.339299220 0.58663543
#> [89,] 0.45059983 -0.09036787 0.2151309 1 0.406720289 0.58663543
#> [90,] 0.56008131 -0.28236937 0.2151309 1 0.598721786 0.54194143
#> [91,] 0.65565164 -0.28236937 0.2151309 1 0.598721786 0.54194143
#> [92,] 0.56008131 0.56008131 0.2151309 1 -0.243728890 0.54194143
#> [93,] 0.33227956 0.21740316 0.2151309 1 0.098949264 0.54194143
#> [94,] -0.09036787 -0.96520326 0.2151309 1 1.281555677 0.54194143
#> [95,] 0.61581912 -0.09036787 0.2151309 1 0.406720289 0.54194143
#> [96,] 0.21740316 0.12248628 0.2151309 1 0.193866143 0.64960892
#> [97,] -0.09036787 0.12248628 0.2151309 1 0.193866143 0.64960892
#> [98,] 0.80989548 0.61581912 0.2151309 1 -0.299466697 0.64960892
#> [99,] -0.09036787 -0.99612767 0.2151309 1 1.312480087 0.64960892
#> [100,] 0.56008131 0.12248628 0.2151309 1 0.193866143 0.80398706
#> [101,] 1.10926007 0.65565164 0.6926327 1 0.379881016 0.80398706
#> [102,] 0.56008131 0.21740316 0.6926327 1 0.818129500 0.80398706
#> [103,] 0.65565164 0.92998009 0.6926327 1 0.105552565 0.80398706
#> [104,] 0.72099017 0.65565164 0.6926327 1 0.379881016 0.80398706
#> [105,] 1.16902006 0.75355995 0.6926327 1 0.281972711 0.80398706
#> [106,] 1.01962008 1.07938007 0.6926327 1 -0.043847417 0.80398706
#> [107,] 0.95986009 -1.03490874 0.6926327 1 2.070441396 0.80398706
#> [108,] 0.72099017 0.98974008 0.6926327 1 0.045792572 0.80398706
#> [109,] 0.56008131 0.80989548 0.6926327 1 0.225637180 0.81244001
#> [110,] 0.61581912 0.95986009 0.6926327 1 0.075672569 0.81244001
#> [111,] 0.65565164 0.75355995 0.6926327 1 0.281972711 0.81244001
#> [112,] 0.72099017 0.72099017 0.6926327 1 0.314542482 0.81244001
#> [113,] 0.45059983 0.83993012 0.6926327 1 0.195602541 0.81244001
#> [114,] 0.61581912 0.12248628 0.6926327 1 0.913046380 0.81244001
#> [115,] 0.75355995 0.21740316 0.6926327 1 0.818129500 0.81244001
#> [116,] 0.65565164 0.72099017 0.6926327 1 0.314542482 0.80632725
#> [117,] 0.80989548 0.75355995 0.6926327 1 0.281972711 0.80632725
#> [118,] 0.80989548 1.10926007 0.6926327 1 -0.073727413 0.80632725
#> [119,] 0.83993012 1.10926007 0.6926327 1 -0.073727413 0.80632725
#> [120,] 0.21740316 0.45059983 0.6926327 1 0.584932832 0.80632725
#> [121,] 0.87004482 0.87004482 0.6926327 1 0.165487832 0.67594254
#> [122,] 0.80989548 -0.09036787 0.6926327 1 1.125900526 0.67594254
#> [123,] 0.87004482 1.10926007 0.6926327 1 -0.073727413 0.72448996
#> [124,] 0.95986009 0.65565164 0.6926327 1 0.379881016 0.72448996
#> [125,] 0.80989548 0.80989548 0.6926327 1 0.225637180 0.72448996
#> [126,] 0.65565164 0.95986009 0.6926327 1 0.075672569 0.72448996
#> [127,] 0.95986009 0.61581912 0.6926327 1 0.419713539 0.72448996
#> [128,] 0.80989548 0.56008131 0.6926327 1 0.475451347 0.72448996
#> [129,] 0.98974008 0.72099017 0.6926327 1 0.314542482 0.72448996
#> [130,] -1.03490874 0.95986009 0.6926327 1 0.075672569 0.72448996
#> [131,] 1.07938007 1.01962008 0.6926327 1 0.015912576 0.93218379
#> [132,] 0.75355995 1.16902006 0.6926327 1 -0.133487406 0.93218379
#> [133,] 0.65565164 0.72099017 0.6926327 1 0.314542482 0.93218379
#> [134,] 0.92998009 0.65565164 0.6926327 1 0.379881016 0.78380831
#> [135,] 0.21740316 0.56008131 0.6926327 1 0.475451347 0.78380831
#> [136,] 0.65565164 1.10926007 0.6926327 1 -0.073727413 0.78380831
#> [137,] 0.75355995 0.65565164 0.6926327 1 0.379881016 0.78380831
#> [138,] 0.72099017 0.72099017 0.6926327 1 0.314542482 0.85074329
#> [139,] 0.83993012 0.45059983 0.6926327 1 0.584932832 0.89660011
#> [140,] 1.10926007 0.87004482 0.6926327 1 0.165487832 0.90565744
#> [141,] -0.09036787 0.80989548 0.6926327 1 0.225637180 0.90565744
#> [142,] 0.87004482 0.87004482 0.6926327 1 0.165487832 0.90565744
#> [143,] 0.45059983 0.21740316 0.6926327 1 0.818129500 1.03553266
#> [144,] 1.10926007 0.83993012 0.6926327 1 0.195602541 1.03553266
#> [145,] 1.10926007 0.80989548 0.6926327 1 0.225637180 1.03553266
#> [146,] 0.75355995 0.80989548 0.6926327 1 0.225637180 1.03553266
#> [147,] 0.72099017 0.65565164 0.6926327 1 0.379881016 1.03553266
#> [148,] 0.21740316 0.75355995 0.6926327 1 0.281972711 1.03553266
#> [149,] 0.12248628 0.61581912 0.6926327 1 0.419713539 1.03553266
#> [150,] 0.33227956 0.33227956 0.6926327 1 0.703253097 1.03553266
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.0500000 -1.52839529 -1.3518851 -1.80787338 0.08488197 0.05000000
#> [2,] 0.0500000 -1.44206008 -1.3518851 -1.68468312 0.15581024 0.05000000
#> [3,] 0.0500000 -1.44206008 -1.3518851 -1.68468312 0.15581024 0.05000000
#> [4,] 0.0500000 -1.44206008 -1.3518851 -1.68468312 0.15581024 0.05000000
#> [5,] 0.1158917 -1.35572486 -1.3535718 -1.56149286 0.22673852 0.05000000
#> [6,] 0.1843083 -1.26938965 -1.2780196 -1.43830261 0.29766679 0.06334044
#> [7,] 0.1843083 -1.26938965 -1.2780196 -1.43830261 0.29766679 0.06334044
#> [8,] 0.1843083 -1.26938965 -1.2780196 -1.43830261 0.29766679 0.06334044
#> [9,] 0.1843083 -1.26938965 -1.2780196 -1.43830261 0.29766679 0.06334044
#> [10,] 0.2527249 -1.18305444 -1.2062636 -1.31511235 0.36859507 0.21842166
#> [11,] 0.2527249 -1.18305444 -1.2062636 -1.31511235 0.36859507 0.21842166
#> [12,] 0.3211416 -1.09671922 -1.1351626 -1.19192210 0.43952334 0.44774905
#> [13,] 0.3211416 -1.09671922 -1.1351626 -1.19192210 0.43952334 0.44774905
#> [14,] 0.3211416 -1.09671922 -1.1351626 -1.19192210 0.43952334 0.44774905
#> [15,] 0.3211416 -1.09671922 -1.1351626 -1.19192210 0.43952334 0.44774905
#> [16,] 0.3211416 -1.09671922 -1.1351626 -1.19192210 0.43952334 0.44774905
#> [17,] 0.3565608 -1.03800622 -1.0540410 -1.06873184 0.49678327 0.50000000
#> [18,] 0.3565608 -1.03800622 -1.0540410 -1.06873184 0.49678327 0.50000000
#> [19,] 0.3565608 -1.03800622 -1.0540410 -1.06873184 0.49678327 0.50000000
#> [20,] 0.3565608 -1.03800622 -1.0540410 -1.06873184 0.49678327 0.50000000
#> [21,] 0.3565608 -1.03800622 -1.0540410 -1.06873184 0.49678327 0.50000000
#> [22,] 0.3565608 -1.03800622 -1.0540410 -1.06873184 0.49678327 0.50000000
#> [23,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [24,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [25,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [26,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [27,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [28,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [29,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [30,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [31,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [32,] 0.3436970 -1.02118505 -0.9849526 -0.94554159 0.60239754 0.37399312
#> [33,] 0.2651767 -1.06931755 -1.0158770 -0.82333754 0.66124572 0.19899248
#> [34,] 0.2651767 -1.06931755 -1.0158770 -0.82333754 0.66124572 0.19899248
#> [35,] 0.2651767 -1.06931755 -1.0158770 -0.82333754 0.66124572 0.19899248
#> [36,] 0.2651767 -1.06931755 -1.0158770 -0.82333754 0.66124572 0.19899248
#> [37,] 0.2651767 -1.06931755 -1.0158770 -0.82333754 0.66124572 0.19899248
#> [38,] 0.2651767 -1.06931755 -1.0158770 -0.82333754 0.66124572 0.19899248
#> [39,] 0.2651767 -1.06931755 -1.0158770 -0.82333754 0.66124572 0.19899248
#> [40,] 0.2651767 -1.06931755 -1.0158770 -0.82333754 0.66124572 0.19899248
#> [41,] 0.2651767 -1.06931755 -1.0158770 -0.82333754 0.66124572 0.19899248
#> [42,] 0.2144485 -0.96416432 -0.9513637 -0.69837931 0.68323186 0.14791147
#> [43,] 0.2144485 -0.96416432 -0.9513637 -0.69837931 0.68323186 0.14791147
#> [44,] 0.2144485 -0.96416432 -0.9513637 -0.69837931 0.68323186 0.14791147
#> [45,] 0.2144485 -0.96416432 -0.9513637 -0.69837931 0.68323186 0.14791147
#> [46,] 0.1982661 -0.77490422 -0.7794311 -0.55595565 0.72597347 0.15034102
#> [47,] 0.2087562 -0.51181428 -0.5086637 -0.40387003 0.72127990 0.12950576
#> [48,] 0.2087562 -0.51181428 -0.5086637 -0.40387003 0.72127990 0.12950576
#> [49,] 0.2087562 -0.51181428 -0.5086637 -0.40387003 0.72127990 0.12950576
#> [50,] 0.2087562 -0.51181428 -0.5086637 -0.40387003 0.72127990 0.12950576
#> [51,] 0.2087562 -0.51181428 -0.5086637 -0.40387003 0.72127990 0.12950576
#> [52,] 0.2087562 -0.51181428 -0.5086637 -0.40387003 0.72127990 0.12950576
#> [53,] 0.2459444 -0.30970893 -0.3018605 -0.25846160 0.73757831 0.20614326
#> [54,] 0.2459444 -0.30970893 -0.3018605 -0.25846160 0.73757831 0.20614326
#> [55,] 0.2459444 -0.30970893 -0.3018605 -0.25846160 0.73757831 0.20614326
#> [56,] 0.2459444 -0.30970893 -0.3018605 -0.25846160 0.73757831 0.20614326
#> [57,] 0.2459444 -0.30970893 -0.3018605 -0.25846160 0.73757831 0.20614326
#> [58,] 0.2459444 -0.30970893 -0.3018605 -0.25846160 0.73757831 0.20614326
#> [59,] 0.2459444 -0.30970893 -0.3018605 -0.25846160 0.73757831 0.20614326
#> [60,] 0.2883603 -0.09253349 -0.1113235 -0.15632928 0.72126316 0.32629084
#> [61,] 0.2883603 -0.09253349 -0.1113235 -0.15632928 0.72126316 0.32629084
#> [62,] 0.2883603 -0.09253349 -0.1113235 -0.15632928 0.72126316 0.32629084
#> [63,] 0.2883603 -0.09253349 -0.1113235 -0.15632928 0.72126316 0.32629084
#> [64,] 0.2883603 -0.09253349 -0.1113235 -0.15632928 0.72126316 0.32629084
#> [65,] 0.2883603 -0.09253349 -0.1113235 -0.15632928 0.72126316 0.32629084
#> [66,] 0.3437503 0.21587446 0.1027369 -0.02023811 0.62617684 0.38458092
#> [67,] 0.3437503 0.21587446 0.1027369 -0.02023811 0.62617684 0.38458092
#> [68,] 0.3437503 0.21587446 0.1027369 -0.02023811 0.62617684 0.38458092
#> [69,] 0.3437503 0.21587446 0.1027369 -0.02023811 0.62617684 0.38458092
#> [70,] 0.3437503 0.21587446 0.1027369 -0.02023811 0.62617684 0.38458092
#> [71,] 0.3437503 0.21587446 0.1027369 -0.02023811 0.62617684 0.38458092
#> [72,] 0.3437503 0.21587446 0.1027369 -0.02023811 0.62617684 0.38458092
#> [73,] 0.3437503 0.21587446 0.1027369 -0.02023811 0.62617684 0.38458092
#> [74,] 0.3865413 0.32450776 0.1975222 0.12028675 0.54685119 0.35961228
#> [75,] 0.3865413 0.32450776 0.1975222 0.12028675 0.54685119 0.35961228
#> [76,] 0.3865413 0.32450776 0.1975222 0.12028675 0.54685119 0.35961228
#> [77,] 0.3865413 0.32450776 0.1975222 0.12028675 0.54685119 0.35961228
#> [78,] 0.3865413 0.32450776 0.1975222 0.12028675 0.54685119 0.35961228
#> [79,] 0.3865413 0.32450776 0.1975222 0.12028675 0.54685119 0.35961228
#> [80,] 0.3865413 0.32450776 0.1975222 0.12028675 0.54685119 0.35961228
#> [81,] 0.4133837 0.36674214 0.3087894 0.28526538 0.49643121 0.42363020
#> [82,] 0.4133837 0.36674214 0.3087894 0.28526538 0.49643121 0.42363020
#> [83,] 0.4133837 0.36674214 0.3087894 0.28526538 0.49643121 0.42363020
#> [84,] 0.4341305 0.53110802 0.4315865 0.40358743 0.41471282 0.43610155
#> [85,] 0.4341305 0.53110802 0.4315865 0.40358743 0.41471282 0.43610155
#> [86,] 0.4341305 0.53110802 0.4315865 0.40358743 0.41471282 0.43610155
#> [87,] 0.4341305 0.53110802 0.4315865 0.40358743 0.41471282 0.43610155
#> [88,] 0.4341305 0.53110802 0.4315865 0.40358743 0.41471282 0.43610155
#> [89,] 0.4341305 0.53110802 0.4315865 0.40358743 0.41471282 0.43610155
#> [90,] 0.4552605 0.65776757 0.5429901 0.52287303 0.36368218 0.46597685
#> [91,] 0.4552605 0.65776757 0.5429901 0.52287303 0.36368218 0.46597685
#> [92,] 0.4552605 0.65776757 0.5429901 0.52287303 0.36368218 0.46597685
#> [93,] 0.4552605 0.65776757 0.5429901 0.52287303 0.36368218 0.46597685
#> [94,] 0.4552605 0.65776757 0.5429901 0.52287303 0.36368218 0.46597685
#> [95,] 0.4552605 0.65776757 0.5429901 0.52287303 0.36368218 0.46597685
#> [96,] 0.4660413 0.69977770 0.6025609 0.59015174 0.34128537 0.50000000
#> [97,] 0.4660413 0.69977770 0.6025609 0.59015174 0.34128537 0.50000000
#> [98,] 0.4660413 0.69977770 0.6025609 0.59015174 0.34128537 0.50000000
#> [99,] 0.4660413 0.69977770 0.6025609 0.59015174 0.34128537 0.50000000
#> [100,] 0.4703518 0.73411124 0.6359023 0.62513220 0.35425349 0.48691977
#> [101,] 0.4703518 0.73411124 0.6359023 0.62513220 0.35425349 0.48691977
#> [102,] 0.4703518 0.73411124 0.6359023 0.62513220 0.35425349 0.48691977
#> [103,] 0.4703518 0.73411124 0.6359023 0.62513220 0.35425349 0.48691977
#> [104,] 0.4703518 0.73411124 0.6359023 0.62513220 0.35425349 0.48691977
#> [105,] 0.4703518 0.73411124 0.6359023 0.62513220 0.35425349 0.48691977
#> [106,] 0.4703518 0.73411124 0.6359023 0.62513220 0.35425349 0.48691977
#> [107,] 0.4703518 0.73411124 0.6359023 0.62513220 0.35425349 0.48691977
#> [108,] 0.4703518 0.73411124 0.6359023 0.62513220 0.35425349 0.48691977
#> [109,] 0.4757503 0.76560629 0.7017687 0.69615473 0.37030694 0.43837168
#> [110,] 0.4757503 0.76560629 0.7017687 0.69615473 0.37030694 0.43837168
#> [111,] 0.4757503 0.76560629 0.7017687 0.69615473 0.37030694 0.43837168
#> [112,] 0.4757503 0.76560629 0.7017687 0.69615473 0.37030694 0.43837168
#> [113,] 0.4757503 0.76560629 0.7017687 0.69615473 0.37030694 0.43837168
#> [114,] 0.4757503 0.76560629 0.7017687 0.69615473 0.37030694 0.43837168
#> [115,] 0.4757503 0.76560629 0.7017687 0.69615473 0.37030694 0.43837168
#> [116,] 0.4765942 0.77494070 0.7343828 0.73095078 0.35489215 0.47205745
#> [117,] 0.4765942 0.77494070 0.7343828 0.73095078 0.35489215 0.47205745
#> [118,] 0.4765942 0.77494070 0.7343828 0.73095078 0.35489215 0.47205745
#> [119,] 0.4765942 0.77494070 0.7343828 0.73095078 0.35489215 0.47205745
#> [120,] 0.4765942 0.77494070 0.7343828 0.73095078 0.35489215 0.47205745
#> [121,] 0.4811323 0.78260915 0.7622005 0.76083078 0.33539482 0.50000000
#> [122,] 0.4811323 0.78260915 0.7622005 0.76083078 0.33539482 0.50000000
#> [123,] 0.4866176 0.77826900 0.7901558 0.79071077 0.32803592 0.50000000
#> [124,] 0.4866176 0.77826900 0.7901558 0.79071077 0.32803592 0.50000000
#> [125,] 0.4866176 0.77826900 0.7901558 0.79071077 0.32803592 0.50000000
#> [126,] 0.4866176 0.77826900 0.7901558 0.79071077 0.32803592 0.50000000
#> [127,] 0.4866176 0.77826900 0.7901558 0.79071077 0.32803592 0.50000000
#> [128,] 0.4866176 0.77826900 0.7901558 0.79071077 0.32803592 0.50000000
#> [129,] 0.4866176 0.77826900 0.7901558 0.79071077 0.32803592 0.50000000
#> [130,] 0.4866176 0.77826900 0.7901558 0.79071077 0.32803592 0.50000000
#> [131,] 0.4771298 0.81200095 0.8199359 0.82059077 0.29830513 0.50000000
#> [132,] 0.4771298 0.81200095 0.8199359 0.82059077 0.29830513 0.50000000
#> [133,] 0.4771298 0.81200095 0.8199359 0.82059077 0.29830513 0.50000000
#> [134,] 0.5000000 0.81048963 0.8504708 0.85047076 0.27824281 0.50000000
#> [135,] 0.5000000 0.81048963 0.8504708 0.85047076 0.27824281 0.50000000
#> [136,] 0.5000000 0.81048963 0.8504708 0.85047076 0.27824281 0.50000000
#> [137,] 0.5000000 0.81048963 0.8504708 0.85047076 0.27824281 0.50000000
#> [138,] 0.5000000 0.83930699 0.8803508 0.88035076 0.25004618 0.50000000
#> [139,] 0.5000000 0.87226236 0.9102308 0.91023076 0.22040144 0.50000000
#> [140,] 0.5000000 0.90521773 0.9401108 0.94011075 0.19075670 0.50000000
#> [141,] 0.5000000 0.90521773 0.9401108 0.94011075 0.19075670 0.50000000
#> [142,] 0.5000000 0.90521773 0.9401108 0.94011075 0.19075670 0.50000000
#> [143,] 0.5000000 0.93817309 0.9699908 0.96999075 0.16111196 0.40458555
#> [144,] 0.5000000 0.97112846 0.9998707 0.99987075 0.13146721 0.28069744
#> [145,] 0.5000000 1.03703919 1.0596307 1.05963074 0.07217773 0.06782418
#> [146,] 0.5000000 1.06999455 1.0895107 1.08951074 0.04253299 0.05000000
#> [147,] 0.5000000 1.06999455 1.0895107 1.08951074 0.04253299 0.05000000
#> [148,] 0.5000000 1.06999455 1.0895107 1.08951074 0.04253299 0.05000000
#> [149,] 0.5000000 1.06999455 1.0895107 1.08951074 0.04253299 0.05000000
#> [150,] 0.5000000 1.13590528 1.1492707 1.14927073 -0.01675649 979.23190903
#>