Computes G = ZZ' / (2 sum p_j(1-p_j)) for method 1 (default), or the per-locus-scaled variant for method 2.
Examples
morie_grm_vanraden(markers = matrix(sample(0:2, 200, TRUE), 50, 4))
#> $estimate
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.445134783 -0.005812206 -0.045896382 -0.476801283 -0.025854294
#> [2,] -0.005812206 0.545345225 -0.496843371 -0.426696062 0.024250927
#> [3,] -0.045896382 -0.496843371 0.465176871 0.535324181 -0.015833250
#> [4,] -0.476801283 -0.426696062 0.535324181 2.108628119 0.054314060
#> [5,] -0.025854294 0.024250927 -0.015833250 0.054314060 1.006313258
#> [6,] -0.536927548 -0.486822327 0.475197916 0.545345225 0.495240004
#> [7,] -0.476801283 0.575408358 -0.466780239 0.104419280 0.054314060
#> [8,] 0.485218960 0.034271971 -0.005812206 0.565387313 0.014229883
#> [9,] 0.465176871 0.014229883 -0.025854294 0.044293015 0.495240004
#> [10,] 0.405050606 -0.045896382 -0.085980559 -1.518989879 -0.065938471
#> [11,] -0.025854294 0.525303137 -0.516885459 -0.947790360 0.505261048
#> [12,] -0.436717106 0.615492534 -0.426696062 1.146607877 0.094398236
#> [13,] 0.014229883 0.565387313 -0.476801283 0.094398236 0.545345225
#> [14,] 0.425092695 -0.526906504 0.435113739 0.004208839 -0.045896382
#> [15,] 0.465176871 0.515282092 -0.526906504 -0.957811404 0.996292214
#> [16,] 0.445134783 -0.506864415 0.455155827 0.525303137 0.475197916
#> [17,] -0.025854294 0.024250927 -0.015833250 0.054314060 -0.997895581
#> [18,] -0.045896382 0.004208839 -0.035875338 -0.466780239 0.485218960
#> [19,] -0.496843371 0.054314060 0.014229883 0.585429402 -0.967832448
#> [20,] 0.465176871 -0.486822327 0.475197916 1.046397435 -0.005812206
#> [21,] -0.025854294 0.024250927 -0.015833250 0.054314060 1.006313258
#> [22,] -0.476801283 0.074356148 0.034271971 1.106523700 0.555366269
#> [23,] -0.496843371 -0.446738150 0.515282092 1.587533821 0.535324181
#> [24,] 0.425092695 0.475197916 -0.566990680 -2.000000000 -0.045896382
#> [25,] -0.496843371 0.555366269 -0.486822327 -0.416675018 -0.466780239
#> [26,] 0.485218960 0.535324181 -0.506864415 -0.436717106 -0.486822327
#> [27,] -0.045896382 -0.496843371 0.465176871 0.535324181 -0.015833250
#> [28,] 0.405050606 -0.045896382 -0.085980559 -1.518989879 -0.065938471
#> [29,] -0.065938471 -0.015833250 -0.055917427 -0.987874537 -0.035875338
#> [30,] -0.536927548 -0.486822327 0.475197916 0.545345225 -0.506864415
#> [31,] 0.405050606 -0.546948592 0.415071650 -0.516885459 -0.566990680
#> [32,] -0.556969636 -0.506864415 0.455155827 0.024250927 -0.025854294
#> [33,] -0.536927548 -0.486822327 0.475197916 0.545345225 -0.506864415
#> [34,] 0.445134783 -0.005812206 -0.045896382 -0.476801283 -0.025854294
#> [35,] 0.465176871 -0.486822327 0.475197916 1.046397435 -0.005812206
#> [36,] -0.065938471 -0.015833250 -0.055917427 -0.987874537 -0.035875338
#> [37,] 0.465176871 0.515282092 -0.526906504 -0.957811404 0.996292214
#> [38,] -0.045896382 0.505261048 -0.536927548 -1.468884658 -0.015833250
#> [39,] -0.025854294 -0.476801283 0.485218960 1.056418479 -0.496843371
#> [40,] 0.405050606 -0.546948592 0.415071650 -0.516885459 0.435113739
#> [41,] -0.476801283 0.575408358 -0.466780239 0.104419280 -0.947790360
#> [42,] -0.045896382 -0.496843371 0.465176871 0.535324181 -0.015833250
#> [43,] -0.005812206 0.545345225 -0.496843371 -0.426696062 -0.977853492
#> [44,] -0.516885459 0.535324181 -0.506864415 -0.937769316 0.014229883
#> [45,] -0.025854294 0.024250927 -0.015833250 0.054314060 -0.997895581
#> [46,] 0.465176871 0.014229883 -0.025854294 0.044293015 -0.506864415
#> [47,] -0.005812206 0.044293015 0.004208839 0.575408358 0.525303137
#> [48,] 0.014229883 0.565387313 -0.476801283 0.094398236 -0.456759194
#> [49,] -0.496843371 0.054314060 0.014229883 0.585429402 1.036376390
#> [50,] -0.045896382 -0.496843371 0.465176871 0.535324181 -1.017937669
#> [,6] [,7] [,8] [,9] [,10]
#> [1,] -0.536927548 -0.476801283 0.485218960 0.465176871 0.40505061
#> [2,] -0.486822327 0.575408358 0.034271971 0.014229883 -0.04589638
#> [3,] 0.475197916 -0.466780239 -0.005812206 -0.025854294 -0.08598056
#> [4,] 0.545345225 0.104419280 0.565387313 0.044293015 -1.51898988
#> [5,] 0.495240004 0.054314060 0.014229883 0.495240004 -0.06593847
#> [6,] 1.487323379 0.044293015 -0.997895581 -0.516885459 -0.07595951
#> [7,] 0.044293015 1.106523700 -0.436717106 -0.456759194 -0.51688546
#> [8,] -0.997895581 -0.436717106 1.527407556 1.006313258 -0.55696964
#> [9,] -0.516885459 -0.456759194 1.006313258 0.986271169 -0.07595951
#> [10,] -0.075959515 -0.516885459 -0.556969636 -0.075959515 1.36707085
#> [11,] -0.005812206 0.555366269 -0.486822327 -0.005812206 0.43511374
#> [12,] -0.416675018 1.146607877 0.605471490 0.084377192 -1.47890570
#> [13,] -0.466780239 0.595450446 0.555366269 0.535324181 -0.52690650
#> [14,] -0.055917427 -0.997895581 0.465176871 0.445134783 0.38500852
#> [15,] -0.516885459 0.044293015 0.505261048 0.986271169 0.42509269
#> [16,] -0.035875338 -0.977853492 0.986271169 0.966229081 -0.09600160
#> [17,] -0.506864415 0.054314060 0.014229883 -0.506864415 -0.06593847
#> [18,] 0.475197916 0.034271971 -0.506864415 -0.025854294 0.41507165
#> [19,] 0.024250927 0.585429402 -0.456759194 -0.977853492 -0.53692755
#> [20,] -0.516885459 -0.957811404 1.507365467 0.986271169 -0.57701172
#> [21,] 0.495240004 0.054314060 0.014229883 0.495240004 -0.06593847
#> [22,] 0.545345225 0.605471490 0.064335104 0.044293015 -1.01793767
#> [23,] 1.026355346 0.084377192 0.044293015 0.024250927 -1.03797976
#> [24,] -0.556969636 0.004208839 -0.536927548 -0.055917427 1.38711294
#> [25,] 0.024250927 1.086481611 -0.957811404 -0.977853492 -0.03587534
#> [26,] -1.498947790 0.064335104 1.026355346 0.505261048 -0.05591743
#> [27,] 0.475197916 -0.466780239 -0.005812206 -0.025854294 -0.08598056
#> [28,] -0.075959515 -0.516885459 -0.556969636 -0.075959515 1.36707085
#> [29,] 0.455155827 0.014229883 -1.027958713 -0.546948592 0.89608177
#> [30,] 0.986271169 0.044293015 -0.997895581 -1.017937669 -0.07595951
#> [31,] -0.075959515 -1.017937669 -0.055917427 -0.075959515 0.86601864
#> [32,] 1.467281291 0.024250927 -1.518989879 -1.037979757 0.40505061
#> [33,] 0.986271169 0.044293015 -0.997895581 -1.017937669 -0.07595951
#> [34,] -0.536927548 -0.476801283 0.485218960 0.465176871 0.40505061
#> [35,] -0.516885459 -0.957811404 1.507365467 0.986271169 -0.57701172
#> [36,] 0.455155827 0.014229883 -1.027958713 -0.546948592 0.89608177
#> [37,] -0.516885459 0.044293015 0.505261048 0.986271169 0.42509269
#> [38,] -0.025854294 0.535324181 -1.007916625 -0.526906504 0.91612386
#> [39,] -0.005812206 -0.446738150 0.515282092 -0.005812206 -0.56699068
#> [40,] 0.425092695 -1.017937669 -0.055917427 0.425092695 0.86601864
#> [41,] -0.456759194 1.106523700 -0.436717106 -0.957811404 -0.51688546
#> [42,] 0.475197916 -0.466780239 -0.005812206 -0.025854294 -0.08598056
#> [43,] -0.987874537 0.575408358 0.034271971 -0.486822327 -0.04589638
#> [44,] 0.505261048 1.066439523 -1.478905702 -0.997895581 0.44513478
#> [45,] -0.506864415 0.054314060 0.014229883 -0.506864415 -0.06593847
#> [46,] -1.017937669 -0.456759194 1.006313258 0.485218960 -0.07595951
#> [47,] 0.014229883 0.074356148 0.535324181 0.515282092 -0.54694859
#> [48,] -0.967832448 0.595450446 0.555366269 0.034271971 -0.52690650
#> [49,] 1.026355346 0.585429402 -0.456759194 0.024250927 -0.53692755
#> [50,] -0.025854294 -0.466780239 -0.005812206 -0.526906504 -0.08598056
#> [,11] [,12] [,13] [,14] [,15]
#> [1,] -0.025854294 -0.43671711 0.014229883 0.425092695 0.465176871
#> [2,] 0.525303137 0.61549253 0.565387313 -0.526906504 0.515282092
#> [3,] -0.516885459 -0.42669606 -0.476801283 0.435113739 -0.526906504
#> [4,] -0.947790360 1.14660788 0.094398236 0.004208839 -0.957811404
#> [5,] 0.505261048 0.09439824 0.545345225 -0.045896382 0.996292214
#> [6,] -0.005812206 -0.41667502 -0.466780239 -0.055917427 -0.516885459
#> [7,] 0.555366269 1.14660788 0.595450446 -0.997895581 0.044293015
#> [8,] -0.486822327 0.60547149 0.555366269 0.465176871 0.505261048
#> [9,] -0.005812206 0.08437719 0.535324181 0.445134783 0.986271169
#> [10,] 0.435113739 -1.47890570 -0.526906504 0.385008518 0.425092695
#> [11,] 1.006313258 0.09439824 0.545345225 -0.546948592 0.996292214
#> [12,] 0.094398236 2.18879647 1.136586832 -0.957811404 0.084377192
#> [13,] 0.545345225 1.13658683 1.086481611 -0.506864415 1.036376390
#> [14,] -0.546948592 -0.95781140 -0.506864415 0.906102816 -0.055917427
#> [15,] 0.996292214 0.08437719 1.036376390 -0.055917427 1.988375589
#> [16,] -0.526906504 -0.43671711 0.014229883 0.926144904 0.465176871
#> [17,] -0.496843371 0.09439824 -0.456759194 -0.045896382 -1.007916625
#> [18,] 0.485218960 -0.42669606 0.024250927 -0.065938471 0.475197916
#> [19,] -0.466780239 0.62551358 -0.426696062 -0.516885459 -1.478905702
#> [20,] -1.007916625 0.08437719 0.034271971 0.946186993 -0.015833250
#> [21,] 0.505261048 0.09439824 0.545345225 -0.045896382 0.996292214
#> [22,] 0.054314060 1.14660788 0.595450446 -0.496843371 0.044293015
#> [23,] -0.466780239 0.62551358 0.074356148 -0.015833250 -0.476801283
#> [24,] 0.956208037 -0.95781140 -0.005812206 -0.096001603 0.946186993
#> [25,] 0.535324181 0.62551358 0.074356148 -1.017937669 -0.476801283
#> [26,] 0.014229883 0.60547149 0.555366269 -0.035875338 0.505261048
#> [27,] -0.516885459 -0.42669606 -0.476801283 0.435113739 -0.526906504
#> [28,] 0.435113739 -1.47890570 -0.526906504 0.385008518 0.425092695
#> [29,] 0.465176871 -0.94779036 -0.496843371 -0.085980559 -0.045896382
#> [30,] -0.506864415 -0.41667502 -0.967832448 -0.055917427 -1.518989879
#> [31,] -0.566990680 -1.47890570 -1.027958713 0.886060728 -0.577011725
#> [32,] -0.025854294 -0.93776932 -0.987874537 -0.075959515 -1.037979757
#> [33,] -0.506864415 -0.41667502 -0.967832448 -0.055917427 -1.518989879
#> [34,] -0.025854294 -0.43671711 0.014229883 0.425092695 0.465176871
#> [35,] -1.007916625 0.08437719 0.034271971 0.946186993 -0.015833250
#> [36,] 0.465176871 -0.94779036 -0.496843371 -0.085980559 -0.045896382
#> [37,] 0.996292214 0.08437719 1.036376390 -0.055917427 1.988375589
#> [38,] 0.986271169 -0.42669606 0.024250927 -0.566990680 0.475197916
#> [39,] -0.997895581 0.09439824 -0.456759194 0.455155827 -1.007916625
#> [40,] -0.065938471 -1.47890570 -0.526906504 0.886060728 0.425092695
#> [41,] 0.054314060 1.14660788 0.094398236 -0.997895581 -0.957811404
#> [42,] -0.516885459 -0.42669606 -0.476801283 0.435113739 -0.526906504
#> [43,] 0.024250927 0.61549253 0.064335104 -0.526906504 -0.486822327
#> [44,] 1.016334302 0.10441928 0.054314060 -1.037979757 0.004208839
#> [45,] -0.496843371 0.09439824 -0.456759194 -0.045896382 -1.007916625
#> [46,] -0.506864415 0.08437719 0.034271971 0.445134783 -0.015833250
#> [47,] 0.024250927 0.61549253 0.565387313 -0.025854294 0.515282092
#> [48,] 0.044293015 1.13658683 0.585429402 -0.506864415 0.034271971
#> [49,] 0.535324181 0.62551358 0.575408358 -0.516885459 0.525303137
#> [50,] -1.017937669 -0.42669606 -0.977853492 0.435113739 -1.529010923
#> [,16] [,17] [,18] [,19] [,20]
#> [1,] 0.445134783 -0.025854294 -0.045896382 -0.496843371 0.465176871
#> [2,] -0.506864415 0.024250927 0.004208839 0.054314060 -0.486822327
#> [3,] 0.455155827 -0.015833250 -0.035875338 0.014229883 0.475197916
#> [4,] 0.525303137 0.054314060 -0.466780239 0.585429402 1.046397435
#> [5,] 0.475197916 -0.997895581 0.485218960 -0.967832448 -0.005812206
#> [6,] -0.035875338 -0.506864415 0.475197916 0.024250927 -0.516885459
#> [7,] -0.977853492 0.054314060 0.034271971 0.585429402 -0.957811404
#> [8,] 0.986271169 0.014229883 -0.506864415 -0.456759194 1.507365467
#> [9,] 0.966229081 -0.506864415 -0.025854294 -0.977853492 0.986271169
#> [10,] -0.096001603 -0.065938471 0.415071650 -0.536927548 -0.577011725
#> [11,] -0.526906504 -0.496843371 0.485218960 -0.466780239 -1.007916625
#> [12,] -0.436717106 0.094398236 -0.426696062 0.625513579 0.084377192
#> [13,] 0.014229883 -0.456759194 0.024250927 -0.426696062 0.034271971
#> [14,] 0.926144904 -0.045896382 -0.065938471 -0.516885459 0.946186993
#> [15,] 0.465176871 -1.007916625 0.475197916 -1.478905702 -0.015833250
#> [16,] 1.447239202 -0.526906504 -0.045896382 -0.997895581 1.467281291
#> [17,] -0.526906504 1.006313258 -0.516885459 1.036376390 -0.005812206
#> [18,] -0.045896382 -0.516885459 0.465176871 -0.486822327 -0.526906504
#> [19,] -0.997895581 1.036376390 -0.486822327 1.567491733 -0.476801283
#> [20,] 1.467281291 -0.005812206 -0.526906504 -0.476801283 1.988375589
#> [21,] 0.475197916 -0.997895581 0.485218960 -0.967832448 -0.005812206
#> [22,] 0.024250927 -0.446738150 0.034271971 0.084377192 0.044293015
#> [23,] 0.505261048 -0.466780239 0.014229883 0.064335104 0.525303137
#> [24,] -0.577011725 -0.045896382 0.435113739 -0.516885459 -1.058021846
#> [25,] -1.498947790 0.535324181 0.014229883 1.066439523 -1.478905702
#> [26,] -0.015833250 0.515282092 -0.506864415 0.044293015 0.505261048
#> [27,] 0.455155827 -0.015833250 -0.035875338 0.014229883 0.475197916
#> [28,] -0.096001603 -0.065938471 0.415071650 -0.536927548 -0.577011725
#> [29,] -0.566990680 -0.035875338 0.445134783 -0.005812206 -1.048000802
#> [30,] -0.536927548 0.495240004 -0.025854294 1.026355346 -0.516885459
#> [31,] 0.405050606 0.435113739 -0.085980559 -0.035875338 0.425092695
#> [32,] -0.556969636 -0.025854294 0.455155827 0.505261048 -1.037979757
#> [33,] -0.536927548 0.495240004 -0.025854294 1.026355346 -0.516885459
#> [34,] 0.445134783 -0.025854294 -0.045896382 -0.496843371 0.465176871
#> [35,] 1.467281291 -0.005812206 -0.526906504 -0.476801283 1.988375589
#> [36,] -0.566990680 -0.035875338 0.445134783 -0.005812206 -1.048000802
#> [37,] 0.465176871 -1.007916625 0.475197916 -1.478905702 -0.015833250
#> [38,] -1.048000802 -0.015833250 0.465176871 0.014229883 -1.529010923
#> [39,] 0.475197916 0.505261048 -0.516885459 0.535324181 0.996292214
#> [40,] 0.906102816 -0.566990680 0.415071650 -1.037979757 0.425092695
#> [41,] -1.478905702 1.056418479 -0.466780239 1.587533821 -0.957811404
#> [42,] 0.455155827 -0.015833250 -0.035875338 0.014229883 0.475197916
#> [43,] -1.007916625 1.026355346 -0.496843371 1.056418479 -0.486822327
#> [44,] -1.518989879 0.014229883 0.495240004 0.545345225 -2.000000000
#> [45,] -0.526906504 1.006313258 -0.516885459 1.036376390 -0.005812206
#> [46,] 0.465176871 0.495240004 -0.526906504 0.024250927 0.986271169
#> [47,] 0.495240004 -0.476801283 0.004208839 -0.446738150 0.515282092
#> [48,] -0.486822327 0.545345225 -0.476801283 0.575408358 0.034271971
#> [49,] 0.004208839 -0.967832448 0.515282092 -0.436717106 -0.476801283
#> [50,] -0.045896382 0.986271169 -0.536927548 1.016334302 0.475197916
#> [,21] [,22] [,23] [,24] [,25]
#> [1,] -0.025854294 -0.47680128 -0.49684337 0.425092695 -0.49684337
#> [2,] 0.024250927 0.07435615 -0.44673815 0.475197916 0.55536627
#> [3,] -0.015833250 0.03427197 0.51528209 -0.566990680 -0.48682233
#> [4,] 0.054314060 1.10652370 1.58753382 -2.000000000 -0.41667502
#> [5,] 1.006313258 0.55536627 0.53532418 -0.045896382 -0.46678024
#> [6,] 0.495240004 0.54534522 1.02635535 -0.556969636 0.02425093
#> [7,] 0.054314060 0.60547149 0.08437719 0.004208839 1.08648161
#> [8,] 0.014229883 0.06433510 0.04429302 -0.536927548 -0.95781140
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#> [10,] -0.065938471 -1.01793767 -1.03797976 1.387112937 -0.03587534
#> [11,] 0.505261048 0.05431406 -0.46678024 0.956208037 0.53532418
#> [12,] 0.094398236 1.14660788 0.62551358 -0.957811404 0.62551358
#> [13,] 0.545345225 0.59545045 0.07435615 -0.005812206 0.07435615
#> [14,] -0.045896382 -0.49684337 -0.01583325 -0.096001603 -1.01793767
#> [15,] 0.996292214 0.04429302 -0.47680128 0.946186993 -0.47680128
#> [16,] 0.475197916 0.02425093 0.50526105 -0.577011725 -1.49894779
#> [17,] -0.997895581 -0.44673815 -0.46678024 -0.045896382 0.53532418
#> [18,] 0.485218960 0.03427197 0.01422988 0.435113739 0.01422988
#> [19,] -0.967832448 0.08437719 0.06433510 -0.516885459 1.06643952
#> [20,] -0.005812206 0.04429302 0.52530314 -1.058021846 -1.47890570
#> [21,] 1.006313258 0.55536627 0.53532418 -0.045896382 -0.46678024
#> [22,] 0.555366269 1.10652370 1.08648161 -0.997895581 0.08437719
#> [23,] 0.535324181 1.08648161 1.56749173 -1.518989879 -0.43671711
#> [24,] -0.045896382 -0.99789558 -1.51898988 1.908207235 0.48521896
#> [25,] -0.466780239 0.08437719 -0.43671711 0.485218960 1.56749173
#> [26,] -0.486822327 -0.43671711 -0.95781140 0.465176871 0.04429302
#> [27,] -0.015833250 0.03427197 0.51528209 -0.566990680 -0.48682233
#> [28,] -0.065938471 -1.01793767 -1.03797976 1.387112937 -0.03587534
#> [29,] -0.035875338 -0.48682233 -0.50686442 0.916123860 0.49524000
#> [30,] -0.506864415 0.04429302 0.52530314 -0.556969636 0.52530314
#> [31,] -0.566990680 -1.01793767 -0.53692755 0.385008518 -0.53692755
#> [32,] -0.025854294 0.02425093 0.50526105 -0.075959515 0.50526105
#> [33,] -0.506864415 0.04429302 0.52530314 -0.556969636 0.52530314
#> [34,] -0.025854294 -0.47680128 -0.49684337 0.425092695 -0.49684337
#> [35,] -0.005812206 0.04429302 0.52530314 -1.058021846 -1.47890570
#> [36,] -0.035875338 -0.48682233 -0.50686442 0.916123860 0.49524000
#> [37,] 0.996292214 0.04429302 -0.47680128 0.946186993 -0.47680128
#> [38,] -0.015833250 -0.46678024 -0.98787454 1.437218158 1.01633430
#> [39,] -0.496843371 0.05431406 0.53532418 -1.048000802 -0.46678024
#> [40,] 0.435113739 -0.51688546 -0.03587534 0.385008518 -1.03797976
#> [41,] -0.947790360 0.10441928 -0.41667502 0.004208839 1.58753382
#> [42,] -0.015833250 0.03427197 0.51528209 -0.566990680 -0.48682233
#> [43,] -0.977853492 -0.42669606 -0.94779036 0.475197916 1.05641848
#> [44,] 0.014229883 0.06433510 -0.45675919 0.966229081 1.54744964
#> [45,] -0.997895581 -0.44673815 -0.46678024 -0.045896382 0.53532418
#> [46,] -0.506864415 -0.45675919 -0.47680128 -0.055917427 -0.47680128
#> [47,] 0.525303137 0.57540836 0.55536627 -0.526906504 -0.44673815
#> [48,] -0.456759194 0.09439824 -0.42669606 -0.005812206 0.57540836
#> [49,] 1.036376390 1.08648161 1.06643952 -0.516885459 0.06433510
#> [50,] -1.017937669 -0.46678024 0.01422988 -0.566990680 0.01422988
#> [,26] [,27] [,28] [,29] [,30]
#> [1,] 0.485218960 -0.045896382 0.40505061 -0.065938471 -0.53692755
#> [2,] 0.535324181 -0.496843371 -0.04589638 -0.015833250 -0.48682233
#> [3,] -0.506864415 0.465176871 -0.08598056 -0.055917427 0.47519792
#> [4,] -0.436717106 0.535324181 -1.51898988 -0.987874537 0.54534522
#> [5,] -0.486822327 -0.015833250 -0.06593847 -0.035875338 -0.50686442
#> [6,] -1.498947790 0.475197916 -0.07595951 0.455155827 0.98627117
#> [7,] 0.064335104 -0.466780239 -0.51688546 0.014229883 0.04429302
#> [8,] 1.026355346 -0.005812206 -0.55696964 -1.027958713 -0.99789558
#> [9,] 0.505261048 -0.025854294 -0.07595951 -0.546948592 -1.01793767
#> [10,] -0.055917427 -0.085980559 1.36707085 0.896081772 -0.07595951
#> [11,] 0.014229883 -0.516885459 0.43511374 0.465176871 -0.50686442
#> [12,] 0.605471490 -0.426696062 -1.47890570 -0.947790360 -0.41667502
#> [13,] 0.555366269 -0.476801283 -0.52690650 -0.496843371 -0.96783245
#> [14,] -0.035875338 0.435113739 0.38500852 -0.085980559 -0.05591743
#> [15,] 0.505261048 -0.526906504 0.42509269 -0.045896382 -1.51898988
#> [16,] -0.015833250 0.455155827 -0.09600160 -0.566990680 -0.53692755
#> [17,] 0.515282092 -0.015833250 -0.06593847 -0.035875338 0.49524000
#> [18,] -0.506864415 -0.035875338 0.41507165 0.445134783 -0.02585429
#> [19,] 0.044293015 0.014229883 -0.53692755 -0.005812206 1.02635535
#> [20,] 0.505261048 0.475197916 -0.57701172 -1.048000802 -0.51688546
#> [21,] -0.486822327 -0.015833250 -0.06593847 -0.035875338 -0.50686442
#> [22,] -0.436717106 0.034271971 -1.01793767 -0.486822327 0.04429302
#> [23,] -0.957811404 0.515282092 -1.03797976 -0.506864415 0.52530314
#> [24,] 0.465176871 -0.566990680 1.38711294 0.916123860 -0.55696964
#> [25,] 0.044293015 -0.486822327 -0.03587534 0.495240004 0.52530314
#> [26,] 1.527407556 -0.506864415 -0.05591743 -0.526906504 -0.99789558
#> [27,] -0.506864415 0.465176871 -0.08598056 -0.055917427 0.47519792
#> [28,] -0.055917427 -0.085980559 1.36707085 0.896081772 -0.07595951
#> [29,] -0.526906504 -0.055917427 0.89608177 0.926144904 0.45515583
#> [30,] -0.997895581 0.475197916 -0.07595951 0.455155827 1.48732338
#> [31,] -0.055917427 0.415071650 0.86601864 0.395029562 0.42509269
#> [32,] -1.518989879 0.455155827 0.40505061 0.936165948 1.46728129
#> [33,] -0.997895581 0.475197916 -0.07595951 0.455155827 1.48732338
#> [34,] 0.485218960 -0.045896382 0.40505061 -0.065938471 -0.53692755
#> [35,] 0.505261048 0.475197916 -0.57701172 -1.048000802 -0.51688546
#> [36,] -0.526906504 -0.055917427 0.89608177 0.926144904 0.45515583
#> [37,] 0.505261048 -0.526906504 0.42509269 -0.045896382 -1.51898988
#> [38,] -0.005812206 -0.536927548 0.91612386 0.946186993 -0.02585429
#> [39,] 0.014229883 0.485218960 -0.56699068 -0.536927548 0.49524000
#> [40,] -0.556969636 0.415071650 0.86601864 0.395029562 -0.07595951
#> [41,] 0.565387313 -0.466780239 -0.51688546 0.014229883 0.54534522
#> [42,] -0.506864415 0.465176871 -0.08598056 -0.055917427 0.47519792
#> [43,] 1.036376390 -0.496843371 -0.04589638 -0.015833250 0.01422988
#> [44,] -0.476801283 -0.506864415 0.44513478 0.976250125 0.50526105
#> [45,] 0.515282092 -0.015833250 -0.06593847 -0.035875338 0.49524000
#> [46,] 1.006313258 -0.025854294 -0.07595951 -0.546948592 -0.51688546
#> [47,] 0.034271971 0.004208839 -0.54694859 -0.516885459 -0.48682233
#> [48,] 1.056418479 -0.476801283 -0.52690650 -0.496843371 -0.46678024
#> [49,] -0.957811404 0.014229883 -0.53692755 -0.005812206 0.02425093
#> [50,] -0.005812206 0.465176871 -0.08598056 -0.055917427 0.97625013
#> [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.40505061 -0.55696964 -0.53692755 0.445134783 0.465176871
#> [2,] -0.54694859 -0.50686442 -0.48682233 -0.005812206 -0.486822327
#> [3,] 0.41507165 0.45515583 0.47519792 -0.045896382 0.475197916
#> [4,] -0.51688546 0.02425093 0.54534522 -0.476801283 1.046397435
#> [5,] -0.56699068 -0.02585429 -0.50686442 -0.025854294 -0.005812206
#> [6,] -0.07595951 1.46728129 0.98627117 -0.536927548 -0.516885459
#> [7,] -1.01793767 0.02425093 0.04429302 -0.476801283 -0.957811404
#> [8,] -0.05591743 -1.51898988 -0.99789558 0.485218960 1.507365467
#> [9,] -0.07595951 -1.03797976 -1.01793767 0.465176871 0.986271169
#> [10,] 0.86601864 0.40505061 -0.07595951 0.405050606 -0.577011725
#> [11,] -0.56699068 -0.02585429 -0.50686442 -0.025854294 -1.007916625
#> [12,] -1.47890570 -0.93776932 -0.41667502 -0.436717106 0.084377192
#> [13,] -1.02795871 -0.98787454 -0.96783245 0.014229883 0.034271971
#> [14,] 0.88606073 -0.07595951 -0.05591743 0.425092695 0.946186993
#> [15,] -0.57701172 -1.03797976 -1.51898988 0.465176871 -0.015833250
#> [16,] 0.40505061 -0.55696964 -0.53692755 0.445134783 1.467281291
#> [17,] 0.43511374 -0.02585429 0.49524000 -0.025854294 -0.005812206
#> [18,] -0.08598056 0.45515583 -0.02585429 -0.045896382 -0.526906504
#> [19,] -0.03587534 0.50526105 1.02635535 -0.496843371 -0.476801283
#> [20,] 0.42509269 -1.03797976 -0.51688546 0.465176871 1.988375589
#> [21,] -0.56699068 -0.02585429 -0.50686442 -0.025854294 -0.005812206
#> [22,] -1.01793767 0.02425093 0.04429302 -0.476801283 0.044293015
#> [23,] -0.53692755 0.50526105 0.52530314 -0.496843371 0.525303137
#> [24,] 0.38500852 -0.07595951 -0.55696964 0.425092695 -1.058021846
#> [25,] -0.53692755 0.50526105 0.52530314 -0.496843371 -1.478905702
#> [26,] -0.05591743 -1.51898988 -0.99789558 0.485218960 0.505261048
#> [27,] 0.41507165 0.45515583 0.47519792 -0.045896382 0.475197916
#> [28,] 0.86601864 0.40505061 -0.07595951 0.405050606 -0.577011725
#> [29,] 0.39502956 0.93616595 0.45515583 -0.065938471 -1.048000802
#> [30,] 0.42509269 1.46728129 1.48732338 -0.536927548 -0.516885459
#> [31,] 1.36707085 0.40505061 0.42509269 0.405050606 0.425092695
#> [32,] 0.40505061 1.94829141 1.46728129 -0.556969636 -1.037979757
#> [33,] 0.42509269 1.46728129 1.48732338 -0.536927548 -0.516885459
#> [34,] 0.40505061 -0.55696964 -0.53692755 0.445134783 0.465176871
#> [35,] 0.42509269 -1.03797976 -0.51688546 0.465176871 1.988375589
#> [36,] 0.39502956 0.93616595 0.45515583 -0.065938471 -1.048000802
#> [37,] -0.57701172 -1.03797976 -1.51898988 0.465176871 -0.015833250
#> [38,] -0.08598056 0.45515583 -0.02585429 -0.045896382 -1.529010923
#> [39,] 0.43511374 -0.02585429 0.49524000 -0.025854294 0.996292214
#> [40,] 0.86601864 0.40505061 -0.07595951 0.405050606 0.425092695
#> [41,] -0.51688546 0.02425093 0.54534522 -0.476801283 -0.957811404
#> [42,] 0.41507165 0.45515583 0.47519792 -0.045896382 0.475197916
#> [43,] -0.04589638 -0.50686442 0.01422988 -0.005812206 -0.486822327
#> [44,] -0.55696964 0.98627117 0.50526105 -0.516885459 -2.000000000
#> [45,] 0.43511374 -0.02585429 0.49524000 -0.025854294 -0.005812206
#> [46,] 0.42509269 -1.03797976 -0.51688546 0.465176871 0.986271169
#> [47,] -0.54694859 -0.50686442 -0.48682233 -0.005812206 0.515282092
#> [48,] -0.52690650 -0.98787454 -0.46678024 0.014229883 0.034271971
#> [49,] -1.03797976 0.50526105 0.02425093 -0.496843371 -0.476801283
#> [50,] 0.91612386 0.45515583 0.97625013 -0.045896382 0.475197916
#> [,36] [,37] [,38] [,39] [,40]
#> [1,] -0.065938471 0.465176871 -0.045896382 -0.025854294 0.40505061
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#> [3,] -0.055917427 -0.526906504 -0.536927548 0.485218960 0.41507165
#> [4,] -0.987874537 -0.957811404 -1.468884658 1.056418479 -0.51688546
#> [5,] -0.035875338 0.996292214 -0.015833250 -0.496843371 0.43511374
#> [6,] 0.455155827 -0.516885459 -0.025854294 -0.005812206 0.42509269
#> [7,] 0.014229883 0.044293015 0.535324181 -0.446738150 -1.01793767
#> [8,] -1.027958713 0.505261048 -1.007916625 0.515282092 -0.05591743
#> [9,] -0.546948592 0.986271169 -0.526906504 -0.005812206 0.42509269
#> [10,] 0.896081772 0.425092695 0.916123860 -0.566990680 0.86601864
#> [11,] 0.465176871 0.996292214 0.986271169 -0.997895581 -0.06593847
#> [12,] -0.947790360 0.084377192 -0.426696062 0.094398236 -1.47890570
#> [13,] -0.496843371 1.036376390 0.024250927 -0.456759194 -0.52690650
#> [14,] -0.085980559 -0.055917427 -0.566990680 0.455155827 0.88606073
#> [15,] -0.045896382 1.988375589 0.475197916 -1.007916625 0.42509269
#> [16,] -0.566990680 0.465176871 -1.048000802 0.475197916 0.90610282
#> [17,] -0.035875338 -1.007916625 -0.015833250 0.505261048 -0.56699068
#> [18,] 0.445134783 0.475197916 0.465176871 -0.516885459 0.41507165
#> [19,] -0.005812206 -1.478905702 0.014229883 0.535324181 -1.03797976
#> [20,] -1.048000802 -0.015833250 -1.529010923 0.996292214 0.42509269
#> [21,] -0.035875338 0.996292214 -0.015833250 -0.496843371 0.43511374
#> [22,] -0.486822327 0.044293015 -0.466780239 0.054314060 -0.51688546
#> [23,] -0.506864415 -0.476801283 -0.987874537 0.535324181 -0.03587534
#> [24,] 0.916123860 0.946186993 1.437218158 -1.048000802 0.38500852
#> [25,] 0.495240004 -0.476801283 1.016334302 -0.466780239 -1.03797976
#> [26,] -0.526906504 0.505261048 -0.005812206 0.014229883 -0.55696964
#> [27,] -0.055917427 -0.526906504 -0.536927548 0.485218960 0.41507165
#> [28,] 0.896081772 0.425092695 0.916123860 -0.566990680 0.86601864
#> [29,] 0.926144904 -0.045896382 0.946186993 -0.536927548 0.39502956
#> [30,] 0.455155827 -1.518989879 -0.025854294 0.495240004 -0.07595951
#> [31,] 0.395029562 -0.577011725 -0.085980559 0.435113739 0.86601864
#> [32,] 0.936165948 -1.037979757 0.455155827 -0.025854294 0.40505061
#> [33,] 0.455155827 -1.518989879 -0.025854294 0.495240004 -0.07595951
#> [34,] -0.065938471 0.465176871 -0.045896382 -0.025854294 0.40505061
#> [35,] -1.048000802 -0.015833250 -1.529010923 0.996292214 0.42509269
#> [36,] 0.926144904 -0.045896382 0.946186993 -0.536927548 0.39502956
#> [37,] -0.045896382 1.988375589 0.475197916 -1.007916625 0.42509269
#> [38,] 0.946186993 0.475197916 1.467281291 -1.017937669 -0.08598056
#> [39,] -0.536927548 -1.007916625 -1.017937669 1.006313258 -0.06593847
#> [40,] 0.395029562 0.425092695 -0.085980559 -0.065938471 1.36707085
#> [41,] 0.014229883 -0.957811404 0.535324181 0.054314060 -1.51898988
#> [42,] -0.055917427 -0.526906504 -0.536927548 0.485218960 0.41507165
#> [43,] -0.015833250 -0.486822327 0.505261048 0.024250927 -1.04800080
#> [44,] 0.976250125 0.004208839 1.497344423 -0.987874537 -0.55696964
#> [45,] -0.035875338 -1.007916625 -0.015833250 0.505261048 -0.56699068
#> [46,] -0.546948592 -0.015833250 -0.526906504 0.495240004 -0.07595951
#> [47,] -0.516885459 0.515282092 -0.496843371 0.024250927 -0.04589638
#> [48,] -0.496843371 0.034271971 0.024250927 0.044293015 -1.02795871
#> [49,] -0.005812206 0.525303137 0.014229883 -0.466780239 -0.03587534
#> [50,] -0.055917427 -1.529010923 -0.536927548 0.986271169 -0.08598056
#> [,41] [,42] [,43] [,44] [,45]
#> [1,] -0.476801283 -0.045896382 -0.005812206 -0.516885459 -0.025854294
#> [2,] 0.575408358 -0.496843371 0.545345225 0.535324181 0.024250927
#> [3,] -0.466780239 0.465176871 -0.496843371 -0.506864415 -0.015833250
#> [4,] 0.104419280 0.535324181 -0.426696062 -0.937769316 0.054314060
#> [5,] -0.947790360 -0.015833250 -0.977853492 0.014229883 -0.997895581
#> [6,] -0.456759194 0.475197916 -0.987874537 0.505261048 -0.506864415
#> [7,] 1.106523700 -0.466780239 0.575408358 1.066439523 0.054314060
#> [8,] -0.436717106 -0.005812206 0.034271971 -1.478905702 0.014229883
#> [9,] -0.957811404 -0.025854294 -0.486822327 -0.997895581 -0.506864415
#> [10,] -0.516885459 -0.085980559 -0.045896382 0.445134783 -0.065938471
#> [11,] 0.054314060 -0.516885459 0.024250927 1.016334302 -0.496843371
#> [12,] 1.146607877 -0.426696062 0.615492534 0.104419280 0.094398236
#> [13,] 0.094398236 -0.476801283 0.064335104 0.054314060 -0.456759194
#> [14,] -0.997895581 0.435113739 -0.526906504 -1.037979757 -0.045896382
#> [15,] -0.957811404 -0.526906504 -0.486822327 0.004208839 -1.007916625
#> [16,] -1.478905702 0.455155827 -1.007916625 -1.518989879 -0.526906504
#> [17,] 1.056418479 -0.015833250 1.026355346 0.014229883 1.006313258
#> [18,] -0.466780239 -0.035875338 -0.496843371 0.495240004 -0.516885459
#> [19,] 1.587533821 0.014229883 1.056418479 0.545345225 1.036376390
#> [20,] -0.957811404 0.475197916 -0.486822327 -2.000000000 -0.005812206
#> [21,] -0.947790360 -0.015833250 -0.977853492 0.014229883 -0.997895581
#> [22,] 0.104419280 0.034271971 -0.426696062 0.064335104 -0.446738150
#> [23,] -0.416675018 0.515282092 -0.947790360 -0.456759194 -0.466780239
#> [24,] 0.004208839 -0.566990680 0.475197916 0.966229081 -0.045896382
#> [25,] 1.587533821 -0.486822327 1.056418479 1.547449644 0.535324181
#> [26,] 0.565387313 -0.506864415 1.036376390 -0.476801283 0.515282092
#> [27,] -0.466780239 0.465176871 -0.496843371 -0.506864415 -0.015833250
#> [28,] -0.516885459 -0.085980559 -0.045896382 0.445134783 -0.065938471
#> [29,] 0.014229883 -0.055917427 -0.015833250 0.976250125 -0.035875338
#> [30,] 0.545345225 0.475197916 0.014229883 0.505261048 0.495240004
#> [31,] -0.516885459 0.415071650 -0.045896382 -0.556969636 0.435113739
#> [32,] 0.024250927 0.455155827 -0.506864415 0.986271169 -0.025854294
#> [33,] 0.545345225 0.475197916 0.014229883 0.505261048 0.495240004
#> [34,] -0.476801283 -0.045896382 -0.005812206 -0.516885459 -0.025854294
#> [35,] -0.957811404 0.475197916 -0.486822327 -2.000000000 -0.005812206
#> [36,] 0.014229883 -0.055917427 -0.015833250 0.976250125 -0.035875338
#> [37,] -0.957811404 -0.526906504 -0.486822327 0.004208839 -1.007916625
#> [38,] 0.535324181 -0.536927548 0.505261048 1.497344423 -0.015833250
#> [39,] 0.054314060 0.485218960 0.024250927 -0.987874537 0.505261048
#> [40,] -1.518989879 0.415071650 -1.048000802 -0.556969636 -0.566990680
#> [41,] 2.108628119 -0.466780239 1.577512777 1.066439523 1.056418479
#> [42,] -0.466780239 0.465176871 -0.496843371 -0.506864415 -0.015833250
#> [43,] 1.577512777 -0.496843371 1.547449644 0.535324181 1.026355346
#> [44,] 1.066439523 -0.506864415 0.535324181 2.028459766 0.014229883
#> [45,] 1.056418479 -0.015833250 1.026355346 0.014229883 1.006313258
#> [46,] 0.044293015 -0.025854294 0.515282092 -0.997895581 0.495240004
#> [47,] -0.426696062 0.004208839 -0.456759194 -0.466780239 -0.476801283
#> [48,] 1.096502656 -0.476801283 1.066439523 0.054314060 0.545345225
#> [49,] -0.416675018 0.014229883 -0.947790360 0.545345225 -0.967832448
#> [50,] 0.535324181 0.465176871 0.505261048 -0.506864415 0.986271169
#> [,46] [,47] [,48] [,49] [,50]
#> [1,] 0.46517687 -0.005812206 0.014229883 -0.496843371 -0.045896382
#> [2,] 0.01422988 0.044293015 0.565387313 0.054314060 -0.496843371
#> [3,] -0.02585429 0.004208839 -0.476801283 0.014229883 0.465176871
#> [4,] 0.04429302 0.575408358 0.094398236 0.585429402 0.535324181
#> [5,] -0.50686442 0.525303137 -0.456759194 1.036376390 -1.017937669
#> [6,] -1.01793767 0.014229883 -0.967832448 1.026355346 -0.025854294
#> [7,] -0.45675919 0.074356148 0.595450446 0.585429402 -0.466780239
#> [8,] 1.00631326 0.535324181 0.555366269 -0.456759194 -0.005812206
#> [9,] 0.48521896 0.515282092 0.034271971 0.024250927 -0.526906504
#> [10,] -0.07595951 -0.546948592 -0.526906504 -0.536927548 -0.085980559
#> [11,] -0.50686442 0.024250927 0.044293015 0.535324181 -1.017937669
#> [12,] 0.08437719 0.615492534 1.136586832 0.625513579 -0.426696062
#> [13,] 0.03427197 0.565387313 0.585429402 0.575408358 -0.977853492
#> [14,] 0.44513478 -0.025854294 -0.506864415 -0.516885459 0.435113739
#> [15,] -0.01583325 0.515282092 0.034271971 0.525303137 -1.529010923
#> [16,] 0.46517687 0.495240004 -0.486822327 0.004208839 -0.045896382
#> [17,] 0.49524000 -0.476801283 0.545345225 -0.967832448 0.986271169
#> [18,] -0.52690650 0.004208839 -0.476801283 0.515282092 -0.536927548
#> [19,] 0.02425093 -0.446738150 0.575408358 -0.436717106 1.016334302
#> [20,] 0.98627117 0.515282092 0.034271971 -0.476801283 0.475197916
#> [21,] -0.50686442 0.525303137 -0.456759194 1.036376390 -1.017937669
#> [22,] -0.45675919 0.575408358 0.094398236 1.086481611 -0.466780239
#> [23,] -0.47680128 0.555366269 -0.426696062 1.066439523 0.014229883
#> [24,] -0.05591743 -0.526906504 -0.005812206 -0.516885459 -0.566990680
#> [25,] -0.47680128 -0.446738150 0.575408358 0.064335104 0.014229883
#> [26,] 1.00631326 0.034271971 1.056418479 -0.957811404 -0.005812206
#> [27,] -0.02585429 0.004208839 -0.476801283 0.014229883 0.465176871
#> [28,] -0.07595951 -0.546948592 -0.526906504 -0.536927548 -0.085980559
#> [29,] -0.54694859 -0.516885459 -0.496843371 -0.005812206 -0.055917427
#> [30,] -0.51688546 -0.486822327 -0.466780239 0.024250927 0.976250125
#> [31,] 0.42509269 -0.546948592 -0.526906504 -1.037979757 0.916123860
#> [32,] -1.03797976 -0.506864415 -0.987874537 0.505261048 0.455155827
#> [33,] -0.51688546 -0.486822327 -0.466780239 0.024250927 0.976250125
#> [34,] 0.46517687 -0.005812206 0.014229883 -0.496843371 -0.045896382
#> [35,] 0.98627117 0.515282092 0.034271971 -0.476801283 0.475197916
#> [36,] -0.54694859 -0.516885459 -0.496843371 -0.005812206 -0.055917427
#> [37,] -0.01583325 0.515282092 0.034271971 0.525303137 -1.529010923
#> [38,] -0.52690650 -0.496843371 0.024250927 0.014229883 -0.536927548
#> [39,] 0.49524000 0.024250927 0.044293015 -0.466780239 0.986271169
#> [40,] -0.07595951 -0.045896382 -1.027958713 -0.035875338 -0.085980559
#> [41,] 0.04429302 -0.426696062 1.096502656 -0.416675018 0.535324181
#> [42,] -0.02585429 0.004208839 -0.476801283 0.014229883 0.465176871
#> [43,] 0.51528209 -0.456759194 1.066439523 -0.947790360 0.505261048
#> [44,] -0.99789558 -0.466780239 0.054314060 0.545345225 -0.506864415
#> [45,] 0.49524000 -0.476801283 0.545345225 -0.967832448 0.986271169
#> [46,] 0.98627117 0.014229883 0.535324181 -0.977853492 0.475197916
#> [47,] 0.01422988 0.545345225 0.064335104 0.555366269 -0.496843371
#> [48,] 0.53532418 0.064335104 1.086481611 -0.426696062 0.024250927
#> [49,] -0.97785349 0.555366269 -0.426696062 1.567491733 -0.987874537
#> [50,] 0.47519792 -0.496843371 0.024250927 -0.987874537 1.467281291
#>
#> $diag_mean
#> [1] 1.288506
#>
#> $off_mean
#> [1] -0.02629604
#>
#> $p
#> [1] 0.48 0.47 0.52 0.48
#>
#> $n
#> [1] 50
#>
#> $m
#> [1] 4
#>
#> $method
#> [1] "VanRaden method 1 (sum-2pq)"
#>