Compute the PVE (Percentage of Variance Explained) for multiple data sets on multiple components
Arguments
- dataset
A list of dataset to be analyzed
- group
A list of grouping of the datasets, indicating the relationship between datasets
- comp_num
A vector indicates the dimension of each compoent
- list_score
A list of extracted scores by the corresponding algorithm
- list_component
A list of components comptuted by the corresponding algorithm
Examples
dataset = list(matrix(runif(5000, 1, 2), nrow = 100, ncol = 50),
matrix(runif(5000, 1, 2), nrow = 100, ncol = 50),
matrix(runif(5000, 1, 2), nrow = 100, ncol = 50),
matrix(runif(5000, 1, 2), nrow = 100, ncol = 50))
group = list(c(1,2,3,4), c(1,2), c(3,4), c(1,3), c(2,4), c(1), c(2), c(3), c(4))
comp_num = c(2,2,2,2,2,2,2,2,2)
res_concatPCA = concatPCA(dataset, group, comp_num)
pveMultiple(dataset, group, comp_num, res_concatPCA$score_list, res_concatPCA$linked_component_list)
#> $dataset_No.1
#> $dataset_No.1$component_No.1
#> subject_No.1
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.9697037
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 3.6195467
#> subject_No.2
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.9982097
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.5908164
#> subject_No.3
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.35307260
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.05683813
#> subject_No.4
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.006262853
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -3.284722416
#> subject_No.5
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.3631942
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.1538241
#> subject_No.6
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -2.1634793
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.3437198
#> subject_No.7
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.2441209
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -1.1889048
#> subject_No.8
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.6323029
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 1.2870454
#> subject_No.9
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -2.849294
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -3.675197
#> subject_No.10
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.944708
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -3.307978
#> subject_No.11
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.02264460
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.02093967
#> subject_No.12
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 2.061561
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 1.966222
#> subject_No.13
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.6800809
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 1.5494854
#> subject_No.14
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.3893276
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.3359718
#> subject_No.15
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -2.198359
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 3.176837
#> subject_No.16
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.4031499
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.4490390
#> subject_No.17
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 1.0056972
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.3447994
#> subject_No.18
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.9097423
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -1.0365820
#> subject_No.19
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.9703863
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -2.0435409
#> subject_No.20
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.3080451
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.6533631
#> subject_No.21
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 2.113286
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -3.553888
#> subject_No.22
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 1.7205814
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.1885563
#> subject_No.23
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.110396
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 1.502110
#> subject_No.24
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.7922229
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.3380829
#> subject_No.25
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 1.719894
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -3.003811
#> subject_No.26
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.3864295
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -1.9721246
#> subject_No.27
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -3.8109950
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.5538303
#> subject_No.28
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 2.4540107
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.2269978
#> subject_No.29
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 1.63335976
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.06412346
#> subject_No.30
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 3.979404
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -1.185599
#> subject_No.31
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.9048033
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.0721706
#> subject_No.32
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.4697018
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.7573734
#> subject_No.33
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.7919676
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 2.2510742
#> subject_No.34
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -1.065208
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 4.012529
#> subject_No.35
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 1.108329
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 1.148498
#> subject_No.36
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.7452324
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.9198427
#> subject_No.37
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.9344211
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 1.0755721
#> subject_No.38
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.00395057
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -1.02160891
#> subject_No.39
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -2.0086054
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.1230735
#> subject_No.40
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.8549382
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 2.3755950
#> subject_No.41
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.9681404
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 1.0030626
#> subject_No.42
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.3561927
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -2.1353383
#> subject_No.43
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.9942044
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 3.2043871
#> subject_No.44
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.1901831
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.2921500
#> subject_No.45
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 1.316068
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.237485
#> subject_No.46
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.4859169
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -1.4284315
#> subject_No.47
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 1.9699793
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 0.8781441
#> subject_No.48
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 0.8500881
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.9957671
#> subject_No.49
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -0.9541063
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 2.0761090
#> subject_No.50
#> component_No.1_subcomp.1, PVE: 0.020336, PVE: 0.000688 -1.2524508
#> component_No.1_subcomp.2, PVE: 0.032420, PVE: 0.001146 -0.7276827
#>
#> $dataset_No.1$component_No.2
#> subject_No.1
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -3.6145646
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -0.3142143
#> subject_No.2
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -1.7987189
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -0.6656518
#> subject_No.3
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.05749749
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 1.61530333
#> subject_No.4
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 2.367178
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 1.319311
#> subject_No.5
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.3533819
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 1.8471438
#> subject_No.6
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -0.8920178
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.4155199
#> subject_No.7
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -0.2640385
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.7795833
#> subject_No.8
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -2.817544
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 1.742786
#> subject_No.9
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 2.029205
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 1.695736
#> subject_No.10
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 2.357443
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 1.992085
#> subject_No.11
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 1.5935730
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -0.6430672
#> subject_No.12
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.4083969
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -2.1421140
#> subject_No.13
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -1.111410
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 2.099968
#> subject_No.14
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -1.0753730
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.1720571
#> subject_No.15
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -5.0013936
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.6965891
#> subject_No.16
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.5140674
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -1.9439526
#> subject_No.17
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 1.457241
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -3.022784
#> subject_No.18
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 1.0402045
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.1777634
#> subject_No.19
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.3206111
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 1.7411167
#> subject_No.20
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -1.115341
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 1.952837
#> subject_No.21
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 5.675280
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -1.046059
#> subject_No.22
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.987456
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -1.502657
#> subject_No.23
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -0.4967918
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.3412977
#> subject_No.24
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.3415667
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.3175448
#> subject_No.25
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 3.365421
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 2.013368
#> subject_No.26
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 1.8066170
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.6388074
#> subject_No.27
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -0.8639641
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -0.2357953
#> subject_No.28
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 1.338005
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 2.399285
#> subject_No.29
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 1.930071
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -1.018576
#> subject_No.30
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.8388838
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -0.6272213
#> subject_No.31
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.1805739
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 1.3984877
#> subject_No.32
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.0914671
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -1.1360841
#> subject_No.33
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -3.152671
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -2.621103
#> subject_No.34
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -2.556119
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -2.718279
#> subject_No.35
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -1.331931
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -3.685627
#> subject_No.36
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 1.9597679
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.6639364
#> subject_No.37
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -1.2419437
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -0.3313531
#> subject_No.38
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -0.9134262
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 2.1882753
#> subject_No.39
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.3476953
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.2465220
#> subject_No.40
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -1.557009
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -1.672927
#> subject_No.41
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -2.909560
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 3.563203
#> subject_No.42
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 2.5103777
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.4371752
#> subject_No.43
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -2.0806543
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.5174186
#> subject_No.44
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 1.857101
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -2.613715
#> subject_No.45
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.5245008
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -3.2969959
#> subject_No.46
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.7324929
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -1.5679586
#> subject_No.47
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.1554948
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.4982800
#> subject_No.48
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 0.3958840
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 0.8388145
#> subject_No.49
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 -2.9275886
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -0.3667483
#> subject_No.50
#> component_No.2_subcomp.1, PVE: 0.038843, PVE: 0.001451 1.603843
#> component_No.2_subcomp.2, PVE: 0.028221, PVE: 0.000960 -1.429464
#>
#> $dataset_No.1$component_No.3
#> [1] NA
#>
#> $dataset_No.1$component_No.4
#> subject_No.1
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.7310640
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.6988414
#> subject_No.2
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.3868269
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.3169314
#> subject_No.3
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 2.2461612
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.2372668
#> subject_No.4
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.7052943
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -1.4816832
#> subject_No.5
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 2.476622
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 3.027643
#> subject_No.6
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -2.821679
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -1.849769
#> subject_No.7
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.09602623
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.54855777
#> subject_No.8
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.8448812
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.4091985
#> subject_No.9
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -3.095093
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -2.007678
#> subject_No.10
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.7395643
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -2.7155788
#> subject_No.11
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.6472146
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.4601180
#> subject_No.12
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 2.336502
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 1.729826
#> subject_No.13
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.4142706
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.7592239
#> subject_No.14
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.2474597
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 3.1114644
#> subject_No.15
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -1.288385
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -2.117803
#> subject_No.16
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -1.530805
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 1.543382
#> subject_No.17
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -1.3678690
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.2255264
#> subject_No.18
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.6798570
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.3440632
#> subject_No.19
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.6463233
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -4.2629276
#> subject_No.20
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.016426
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -2.440331
#> subject_No.21
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.9078760
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.4998171
#> subject_No.22
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.3554428
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.3692226
#> subject_No.23
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.1568768
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.3479544
#> subject_No.24
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 2.6952177
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.6975717
#> subject_No.25
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.827474
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -2.037298
#> subject_No.26
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.51181332
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.06209981
#> subject_No.27
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -4.516308
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -1.217302
#> subject_No.28
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.5971664
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 2.3974915
#> subject_No.29
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.5500201
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 2.2916760
#> subject_No.30
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 3.8195283
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.8288364
#> subject_No.31
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.615287
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -1.684670
#> subject_No.32
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -1.341757
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 2.738866
#> subject_No.33
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -1.8902202
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.3570868
#> subject_No.34
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.5707308
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 3.2761353
#> subject_No.35
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.3772842
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -2.7302077
#> subject_No.36
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.8235522
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.6137587
#> subject_No.37
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.211613
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 1.418427
#> subject_No.38
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.8043753
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -1.2641698
#> subject_No.39
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -2.314944
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -1.060685
#> subject_No.40
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.252432
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 1.792887
#> subject_No.41
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.2202091
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -1.7830831
#> subject_No.42
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.2931684
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.9544645
#> subject_No.43
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 0.4972865
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.9522145
#> subject_No.44
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -2.9777704
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.8691634
#> subject_No.45
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.5702313
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.2397704
#> subject_No.46
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -2.4445662
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.1851679
#> subject_No.47
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.251782
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 2.845341
#> subject_No.48
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 1.7878773
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -0.7515319
#> subject_No.49
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -0.2506899
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 -1.0114418
#> subject_No.50
#> component_No.4_subcomp.1, PVE: 0.028356, PVE: 0.000951 -1.2454991
#> component_No.4_subcomp.2, PVE: 0.028921, PVE: 0.000978 0.6375569
#>
#> $dataset_No.1$component_No.5
#> [1] NA
#>
#> $dataset_No.1$component_No.6
#> subject_No.1
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -0.8285073
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -3.6580465
#> subject_No.2
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -2.7667927
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.7214603
#> subject_No.3
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -1.271450
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -5.157086
#> subject_No.4
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 1.309423
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 3.112987
#> subject_No.5
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 1.196040
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -3.801123
#> subject_No.6
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -1.171557
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 3.813245
#> subject_No.7
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -1.7945308
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.8062323
#> subject_No.8
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -1.4629816
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.2748083
#> subject_No.9
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -0.003711202
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 4.516772438
#> subject_No.10
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 3.558936
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 4.166479
#> subject_No.11
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -0.1403829
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.8137467
#> subject_No.12
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 2.543686
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -3.856285
#> subject_No.13
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -1.96056
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -1.59119
#> subject_No.14
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 1.198188417
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.008572923
#> subject_No.15
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -4.4606594
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.4606058
#> subject_No.16
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -0.39264397
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.06615219
#> subject_No.17
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 1.198363
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 1.660076
#> subject_No.18
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 2.735340
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 2.504145
#> subject_No.19
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -2.160334
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 2.512207
#> subject_No.20
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -2.81761938
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.02144421
#> subject_No.21
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 3.3147473
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.3478414
#> subject_No.22
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 3.4372052
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.1910271
#> subject_No.23
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 0.400716
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -1.609282
#> subject_No.24
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -0.6487812
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -2.6186956
#> subject_No.25
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 2.633025
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 2.066635
#> subject_No.26
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 3.9537325
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.5666662
#> subject_No.27
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -2.891509
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 3.552799
#> subject_No.28
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 0.9976427
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -3.0159285
#> subject_No.29
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 4.0803345
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.6728373
#> subject_No.30
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 0.6014499
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.9227864
#> subject_No.31
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 2.8344514
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.5312214
#> subject_No.32
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 1.4215144
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.9226532
#> subject_No.33
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -1.217289
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 1.678499
#> subject_No.34
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -0.4973568
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -2.7712976
#> subject_No.35
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -4.881528
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 1.394329
#> subject_No.36
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 3.8495527
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.8153413
#> subject_No.37
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -2.390647
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -1.767694
#> subject_No.38
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -3.142724
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 1.666617
#> subject_No.39
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -0.4017061
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 1.9430199
#> subject_No.40
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -1.700475
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -4.064580
#> subject_No.41
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -4.3697484
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.0342038
#> subject_No.42
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 0.1058669
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.1469729
#> subject_No.43
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 0.9176392
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -2.2674987
#> subject_No.44
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 2.7140918
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.2178291
#> subject_No.45
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -0.2915173
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -0.5283797
#> subject_No.46
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -1.706201
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 3.140452
#> subject_No.47
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 1.313434
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -1.718881
#> subject_No.48
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 -0.1992112
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 -1.9398904
#> subject_No.49
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 0.5081747
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 2.4838308
#> subject_No.50
#> component_No.6_subcomp.1, PVE: 0.052465, PVE: 0.001812 0.3569706
#> component_No.6_subcomp.2, PVE: 0.051967, PVE: 0.001742 0.2348966
#>
#> $dataset_No.1$component_No.7
#> [1] NA
#>
#> $dataset_No.1$component_No.8
#> [1] NA
#>
#> $dataset_No.1$component_No.9
#> [1] NA
#>
#>
#> $dataset_No.2
#> $dataset_No.2$component_No.1
#> subject_No.1
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.5344548
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.2317532
#> subject_No.2
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.1562949
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -3.2348909
#> subject_No.3
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.2602250
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.1603427
#> subject_No.4
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.682398
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -1.597501
#> subject_No.5
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.8274505
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 4.4532216
#> subject_No.6
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -1.239766
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -3.158671
#> subject_No.7
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 1.9330508
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.4075497
#> subject_No.8
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.7655844
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 3.0342990
#> subject_No.9
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.8853432
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 3.8504584
#> subject_No.10
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 1.827975
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -1.931277
#> subject_No.11
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 2.827694
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -2.576327
#> subject_No.12
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -2.422828
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -1.503332
#> subject_No.13
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -1.4449659
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.2531819
#> subject_No.14
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 1.629968
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 2.343397
#> subject_No.15
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.2458439
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.4061700
#> subject_No.16
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -1.2802674
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.9500934
#> subject_No.17
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -1.249782
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -1.089403
#> subject_No.18
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.1510184
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.5298520
#> subject_No.19
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.7881308
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.7740353
#> subject_No.20
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -2.19992962
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.09844318
#> subject_No.21
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 3.4902016
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.2954591
#> subject_No.22
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.2932565
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 1.2680168
#> subject_No.23
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -2.354501
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 2.118285
#> subject_No.24
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -1.6245857
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.5969159
#> subject_No.25
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.09699797
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.62268543
#> subject_No.26
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 2.329487
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -1.818806
#> subject_No.27
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.6400314
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -1.4880944
#> subject_No.28
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -2.889410
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 1.740007
#> subject_No.29
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.456319
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -1.422064
#> subject_No.30
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.8870522
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 1.6587345
#> subject_No.31
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 1.782729
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -2.299099
#> subject_No.32
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 2.019586
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -3.594367
#> subject_No.33
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -1.749681
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 1.131124
#> subject_No.34
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.3614297
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 2.8218092
#> subject_No.35
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -2.1794397
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.0118619
#> subject_No.36
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.7399286
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.1666991
#> subject_No.37
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.5853274
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.6833282
#> subject_No.38
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 2.1081368
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.1989603
#> subject_No.39
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 1.710743
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 1.095414
#> subject_No.40
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.007066197
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -3.933416997
#> subject_No.41
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.8623743
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -1.2725744
#> subject_No.42
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -1.0693829
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.9330597
#> subject_No.43
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 1.948180
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 1.349508
#> subject_No.44
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.2997601
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 1.0872755
#> subject_No.45
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -1.1110424
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.5002247
#> subject_No.46
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -2.5853343
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 -0.5559267
#> subject_No.47
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.5786191
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.4435946
#> subject_No.48
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 -0.02921831
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 1.65085982
#> subject_No.49
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 0.5565298
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 1.0590750
#> subject_No.50
#> component_No.1_subcomp.1, PVE: 0.023104, PVE: 0.000806 1.4346583
#> component_No.1_subcomp.2, PVE: 0.033056, PVE: 0.001148 0.4444227
#>
#> $dataset_No.2$component_No.2
#> subject_No.1
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -2.42948410
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 0.06172144
#> subject_No.2
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 3.705393
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 2.187508
#> subject_No.3
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.3522513
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -0.8361254
#> subject_No.4
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.268352
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 2.237686
#> subject_No.5
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -4.536043
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -2.923368
#> subject_No.6
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.661242
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 1.621919
#> subject_No.7
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.078511
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 2.277761
#> subject_No.8
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -1.240743
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -2.323649
#> subject_No.9
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -2.526202
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.980186
#> subject_No.10
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 3.119052
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.715143
#> subject_No.11
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 3.476557
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -2.245878
#> subject_No.12
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.366005
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 2.771785
#> subject_No.13
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.7030005
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 3.0628836
#> subject_No.14
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -1.4722955
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 0.3632194
#> subject_No.15
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.147783
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.552265
#> subject_No.16
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -2.260807
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 2.530783
#> subject_No.17
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.257425
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -4.061440
#> subject_No.18
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.045787
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.244091
#> subject_No.19
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 0.352378
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.937553
#> subject_No.20
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -1.166479
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.013156
#> subject_No.21
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 0.7928676
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.8200915
#> subject_No.22
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -1.556473
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.398714
#> subject_No.23
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -2.117039
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 1.295088
#> subject_No.24
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.867125
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.992015
#> subject_No.25
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.3660059
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 2.9569104
#> subject_No.26
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 2.430729
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -3.438122
#> subject_No.27
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.276795
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 0.379183
#> subject_No.28
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -1.3840849
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -0.5161226
#> subject_No.29
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 0.4967516
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 2.4383649
#> subject_No.30
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -2.536244
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.050171
#> subject_No.31
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 2.5126261
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 0.8617722
#> subject_No.32
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 3.061004
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 1.896813
#> subject_No.33
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -2.925680
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 2.254281
#> subject_No.34
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -2.971655
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -3.117869
#> subject_No.35
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.6374477
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 3.0928864
#> subject_No.36
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.5685672
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -1.3970331
#> subject_No.37
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.1661403
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -0.9681317
#> subject_No.38
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 0.6285231
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 1.3303084
#> subject_No.39
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 1.1109128
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -0.4292857
#> subject_No.40
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 4.301632
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 1.655385
#> subject_No.41
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 2.533646
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -4.056928
#> subject_No.42
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.9524797
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -0.4196849
#> subject_No.43
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.02308158
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -2.35538499
#> subject_No.44
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.7778888
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 0.6941287
#> subject_No.45
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -1.389602
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 3.148272
#> subject_No.46
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -1.380572
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 2.190870
#> subject_No.47
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -1.08380734
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 0.05220836
#> subject_No.48
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -2.5482703
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 0.1486379
#> subject_No.49
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.5035799
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 -0.3812782
#> subject_No.50
#> component_No.2_subcomp.1, PVE: 0.038719, PVE: 0.001348 -0.05919998
#> component_No.2_subcomp.2, PVE: 0.043540, PVE: 0.001530 3.12195105
#>
#> $dataset_No.2$component_No.3
#> [1] NA
#>
#> $dataset_No.2$component_No.4
#> [1] NA
#>
#> $dataset_No.2$component_No.5
#> subject_No.1
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.2121550
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.9684806
#> subject_No.2
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -0.6547888
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -2.1659078
#> subject_No.3
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -0.2069239
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.8390682
#> subject_No.4
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -0.8577603
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -2.6783019
#> subject_No.5
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.880912
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 1.299076
#> subject_No.6
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -0.1795008
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.2242501
#> subject_No.7
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -1.938206
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -3.452294
#> subject_No.8
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -1.886744
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 3.077612
#> subject_No.9
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.494343
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -1.111867
#> subject_No.10
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -4.368129
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -1.379181
#> subject_No.11
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -3.0360272
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.4722042
#> subject_No.12
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.843384
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -1.380743
#> subject_No.13
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.2910697
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 1.0524513
#> subject_No.14
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.06101378
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -3.96002937
#> subject_No.15
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -2.219606
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 1.801799
#> subject_No.16
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 3.5038035
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.6305385
#> subject_No.17
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -1.190130
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 4.188597
#> subject_No.18
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.67566212
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.01495251
#> subject_No.19
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.2759286
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.2691564
#> subject_No.20
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 2.316293
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 3.673612
#> subject_No.21
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -2.889162
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.825926
#> subject_No.22
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.038802
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 1.826597
#> subject_No.23
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 5.140345
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -1.017879
#> subject_No.24
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -1.221178
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 4.411725
#> subject_No.25
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.9540825
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -1.6092179
#> subject_No.26
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -2.694853
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 3.928070
#> subject_No.27
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -2.2630513
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.8684427
#> subject_No.28
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.434317
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 1.603307
#> subject_No.29
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -0.5287315
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -1.6666493
#> subject_No.30
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.18285807
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.02931052
#> subject_No.31
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -1.3029125
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.2893014
#> subject_No.32
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -0.3996429
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -2.9429982
#> subject_No.33
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 4.3051386
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.4946907
#> subject_No.34
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.3067814
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.5441551
#> subject_No.35
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 2.2366229
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.8320567
#> subject_No.36
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.1065522
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 2.4718711
#> subject_No.37
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.2672155
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.8048013
#> subject_No.38
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -1.465495
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -3.823045
#> subject_No.39
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.212034
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -1.306465
#> subject_No.40
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -1.4268992
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.1540341
#> subject_No.41
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -3.4569947
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.6511403
#> subject_No.42
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.123639
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 2.005725
#> subject_No.43
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -2.8894996
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.8093841
#> subject_No.44
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.9277220
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.7081464
#> subject_No.45
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.475513
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -2.202709
#> subject_No.46
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 2.5385712
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.2719321
#> subject_No.47
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 0.3369763
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 1.1741506
#> subject_No.48
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -0.06582122
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -0.48865996
#> subject_No.49
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 -1.473446
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 0.842436
#> subject_No.50
#> component_No.5_subcomp.1, PVE: 0.039223, PVE: 0.001394 1.013116
#> component_No.5_subcomp.2, PVE: 0.038206, PVE: 0.001321 -1.045616
#>
#> $dataset_No.2$component_No.6
#> [1] NA
#>
#> $dataset_No.2$component_No.7
#> subject_No.1
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 0.2350122
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.1600826
#> subject_No.2
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -0.1508675
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 1.9599492
#> subject_No.3
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 0.2091785
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -4.6019956
#> subject_No.4
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 0.02553967
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 2.05830895
#> subject_No.5
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 0.5606906
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.6813767
#> subject_No.6
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -1.578716
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 5.345287
#> subject_No.7
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.525084
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 1.210861
#> subject_No.8
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -0.3332397
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -5.1454483
#> subject_No.9
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.922969
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -3.116893
#> subject_No.10
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -4.617083
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 1.460872
#> subject_No.11
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -1.6582559
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 0.6352167
#> subject_No.12
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.5907691
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -0.4004374
#> subject_No.13
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.510565
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 0.850701
#> subject_No.14
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 2.394413
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.386012
#> subject_No.15
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -2.8099419
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 0.9147022
#> subject_No.16
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 3.022076
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 2.262625
#> subject_No.17
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -5.361868
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.630793
#> subject_No.18
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.1382147
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 0.7479924
#> subject_No.19
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -1.068152
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 1.617799
#> subject_No.20
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -1.209591
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 1.650711
#> subject_No.21
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -1.7011904
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 0.7900649
#> subject_No.22
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -0.06956859
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -0.69826918
#> subject_No.23
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 4.242228
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.552883
#> subject_No.24
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -3.433492
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -2.938998
#> subject_No.25
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 4.2876720
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -0.5699787
#> subject_No.26
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -3.8117285
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -0.4784973
#> subject_No.27
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -1.371343
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.736801
#> subject_No.28
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -0.3271569
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -2.2451647
#> subject_No.29
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -0.3276987
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 4.1663148
#> subject_No.30
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.000092
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -2.918781
#> subject_No.31
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -0.7510085
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 1.7050816
#> subject_No.32
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.616000
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 2.267261
#> subject_No.33
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 5.0436078
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 0.2896376
#> subject_No.34
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 0.07007818
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.82961629
#> subject_No.35
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 2.733312
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.168390
#> subject_No.36
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -2.759638
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 2.131005
#> subject_No.37
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -0.29108861
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -0.02363272
#> subject_No.38
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 0.7818687
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 0.6536474
#> subject_No.39
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.8996367
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 0.3237366
#> subject_No.40
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -1.657435
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 3.747795
#> subject_No.41
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -5.53937252
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -0.01758422
#> subject_No.42
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 0.2372083
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 1.3121804
#> subject_No.43
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -2.481059
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -4.616655
#> subject_No.44
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.8950892
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 0.3253022
#> subject_No.45
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.669717
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 1.167070
#> subject_No.46
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 0.4785195
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 4.0768935
#> subject_No.47
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -0.1551513
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -3.1219640
#> subject_No.48
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 1.005616
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.487187
#> subject_No.49
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 -0.7705365
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 -1.1250192
#> subject_No.50
#> component_No.7_subcomp.1, PVE: 0.053797, PVE: 0.001883 2.890537
#> component_No.7_subcomp.2, PVE: 0.052332, PVE: 0.001817 2.562032
#>
#> $dataset_No.2$component_No.8
#> [1] NA
#>
#> $dataset_No.2$component_No.9
#> [1] NA
#>
#>
#> $dataset_No.3
#> $dataset_No.3$component_No.1
#> subject_No.1
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 1.5417968
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.6235425
#> subject_No.2
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -1.7743949
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.6346765
#> subject_No.3
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.3587784
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.0567770
#> subject_No.4
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -2.690144
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -1.625187
#> subject_No.5
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.353397
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 1.208040
#> subject_No.6
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -1.1691312
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.4654912
#> subject_No.7
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 0.2749534
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 1.5374922
#> subject_No.8
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 2.1022000
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.5850117
#> subject_No.9
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 0.6843461
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -1.3813971
#> subject_No.10
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 3.303987
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 1.962077
#> subject_No.11
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 2.3038877
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.8877891
#> subject_No.12
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -3.9516921
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.3469593
#> subject_No.13
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.9537739
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.9912316
#> subject_No.14
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.1157059
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.7929721
#> subject_No.15
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 2.657421
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -4.022417
#> subject_No.16
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -1.448055
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -1.676394
#> subject_No.17
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 1.9127387
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.9297231
#> subject_No.18
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -1.373822
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.707356
#> subject_No.19
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.190224
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -2.888601
#> subject_No.20
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 2.1771689
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.9125463
#> subject_No.21
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.5135105
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.4670930
#> subject_No.22
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.4976698
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.7505263
#> subject_No.23
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -3.531187
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 1.367248
#> subject_No.24
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 0.1563122
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 2.2609803
#> subject_No.25
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -2.470500
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -1.642309
#> subject_No.26
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 3.7661035
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.0146718
#> subject_No.27
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.216232
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 2.042017
#> subject_No.28
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 0.6400162
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.9330110
#> subject_No.29
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.1435185
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.9152709
#> subject_No.30
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -2.684568
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 1.794565
#> subject_No.31
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 0.7527098
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.7163171
#> subject_No.32
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -1.009626
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.429711
#> subject_No.33
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -4.666048
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -2.727139
#> subject_No.34
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.4437323
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.6176162
#> subject_No.35
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -1.6594046
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.2377205
#> subject_No.36
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 2.7695420
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.2797192
#> subject_No.37
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 2.603541
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 2.398775
#> subject_No.38
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 3.246821
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 1.747322
#> subject_No.39
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 1.930328
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -2.196793
#> subject_No.40
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -2.030850
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -1.462067
#> subject_No.41
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.47770536
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.08643882
#> subject_No.42
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -2.4167041
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.5086092
#> subject_No.43
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.4681034
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.3810194
#> subject_No.44
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.4955814
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -0.9625017
#> subject_No.45
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 2.2120882
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.9403329
#> subject_No.46
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 0.2137867
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.3399959
#> subject_No.47
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 -0.9859845
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 2.8672627
#> subject_No.48
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 2.930226
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -1.295652
#> subject_No.49
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 0.80130585
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 0.05907283
#> subject_No.50
#> component_No.1_subcomp.1, PVE: 0.039498, PVE: 0.001399 1.458911
#> component_No.1_subcomp.2, PVE: 0.021008, PVE: 0.000736 -1.463715
#>
#> $dataset_No.3$component_No.2
#> [1] NA
#>
#> $dataset_No.3$component_No.3
#> subject_No.1
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 1.399543
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -1.340617
#> subject_No.2
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -1.655015
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 1.235505
#> subject_No.3
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 0.7983894
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -1.0874126
#> subject_No.4
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -3.25430436
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -0.04250158
#> subject_No.5
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -1.201245
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -3.351774
#> subject_No.6
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -1.564204
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 2.544188
#> subject_No.7
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -0.4472934
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -3.5600994
#> subject_No.8
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 1.1673972
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 0.7921651
#> subject_No.9
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 0.7531566
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 3.4695820
#> subject_No.10
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 3.378929
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 3.260074
#> subject_No.11
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 2.676189
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -1.353769
#> subject_No.12
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -2.293960
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 3.203499
#> subject_No.13
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 0.3483754
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 2.1077388
#> subject_No.14
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -1.7095664
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -0.1569719
#> subject_No.15
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 2.441011
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -3.051296
#> subject_No.16
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -0.9881693
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -0.5341587
#> subject_No.17
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 2.3167784
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 0.9702982
#> subject_No.18
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -1.444844
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -2.252065
#> subject_No.19
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -0.4828351
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 2.8202647
#> subject_No.20
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 3.307039
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 2.006620
#> subject_No.21
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 0.2152758
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#> subject_No.22
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -0.7759252
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#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -3.411811
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -1.533791
#> subject_No.24
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 0.4597596
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 3.6312848
#> subject_No.25
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -3.971366
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 2.072572
#> subject_No.26
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 2.956305
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -3.278694
#> subject_No.27
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 0.16535978
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -0.08807484
#> subject_No.28
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 0.9847066
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 2.0895341
#> subject_No.29
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -0.2715818
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 2.7144425
#> subject_No.30
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -4.453443
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -2.103572
#> subject_No.31
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#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -0.1199935
#> subject_No.32
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#> subject_No.33
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#> subject_No.34
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -1.4340721
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#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -0.9232651
#> subject_No.36
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#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 0.2246501
#> subject_No.37
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 3.7922993
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 0.6038266
#> subject_No.38
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 2.652019
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -2.307330
#> subject_No.39
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 2.526117
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -2.329678
#> subject_No.40
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -1.878670
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -2.112528
#> subject_No.41
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -1.037650
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#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 1.518448
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#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 3.8009226
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#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -1.711648
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 1.176747
#> subject_No.45
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 2.3343620
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -0.2433232
#> subject_No.46
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 2.0976001
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 0.3674079
#> subject_No.47
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 -0.5379998
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 2.3600565
#> subject_No.48
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 2.529481
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -2.307319
#> subject_No.49
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 0.3530786
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 -0.2352841
#> subject_No.50
#> component_No.3_subcomp.1, PVE: 0.046640, PVE: 0.001649 1.8506632
#> component_No.3_subcomp.2, PVE: 0.050308, PVE: 0.001715 0.3628994
#>
#> $dataset_No.3$component_No.4
#> subject_No.1
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 2.5562424
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -0.2013533
#> subject_No.2
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -3.3306371
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -0.3510503
#> subject_No.3
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 0.7911565
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -2.0361596
#> subject_No.4
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -2.1813436
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -0.4384663
#> subject_No.5
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 2.2486134
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 0.2847216
#> subject_No.6
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -1.543538
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 1.035523
#> subject_No.7
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 1.094213
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -1.587320
#> subject_No.8
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 2.5107329
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -0.2980119
#> subject_No.9
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -0.7295982
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 0.8212725
#> subject_No.10
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 0.9731755
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 4.3060050
#> subject_No.11
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 2.5365657
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -0.4152233
#> subject_No.12
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -5.389475
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -1.832872
#> subject_No.13
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -1.657131
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 2.419926
#> subject_No.14
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -1.603537
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 2.220884
#> subject_No.15
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 3.022535
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -2.860363
#> subject_No.16
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -0.1376935
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -2.0773841
#> subject_No.17
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 0.3863263
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 1.4608337
#> subject_No.18
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -1.005672
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -4.907958
#> subject_No.19
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -0.8965384
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 1.0294959
#> subject_No.20
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 0.527421
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 2.822563
#> subject_No.21
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 1.440235
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 0.620621
#> subject_No.22
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 3.332612
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -2.512923
#> subject_No.23
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -1.4600030
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -0.2802754
#> subject_No.24
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -3.330292
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 3.621677
#> subject_No.25
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -2.9130428
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -0.6145056
#> subject_No.26
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 4.564244
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -2.604440
#> subject_No.27
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 0.4657896
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 0.9767541
#> subject_No.28
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -1.437875
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 2.849924
#> subject_No.29
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -0.6154421
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 1.1574949
#> subject_No.30
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -0.7939855
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 0.4801906
#> subject_No.31
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 0.7948388
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -1.3401782
#> subject_No.32
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -1.3908282
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -0.7719102
#> subject_No.33
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -4.998177
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -1.193118
#> subject_No.34
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 0.9660652
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 1.0075830
#> subject_No.35
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -0.7600984
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -1.9137608
#> subject_No.36
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 2.698318
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 1.110023
#> subject_No.37
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 1.923298
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 1.958637
#> subject_No.38
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 3.312032
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 0.218926
#> subject_No.39
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 1.847042
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -1.677272
#> subject_No.40
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -0.8714962
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -4.9427674
#> subject_No.41
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 1.229456
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -3.772599
#> subject_No.42
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -1.912721
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -1.171838
#> subject_No.43
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -2.040237
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 2.050254
#> subject_No.44
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -0.4161771
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 1.6021352
#> subject_No.45
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 3.227252
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 2.101976
#> subject_No.46
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -1.976316
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 1.301611
#> subject_No.47
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 -2.513431
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 2.540175
#> subject_No.48
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 3.297386
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -2.159263
#> subject_No.49
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 1.744499
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 2.102115
#> subject_No.50
#> component_No.4_subcomp.1, PVE: 0.050489, PVE: 0.001779 0.19807589
#> component_No.4_subcomp.2, PVE: 0.042855, PVE: 0.001488 -0.07356406
#>
#> $dataset_No.3$component_No.5
#> [1] NA
#>
#> $dataset_No.3$component_No.6
#> [1] NA
#>
#> $dataset_No.3$component_No.7
#> [1] NA
#>
#> $dataset_No.3$component_No.8
#> subject_No.1
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -2.83223
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -1.02146
#> subject_No.2
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 3.400558
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 2.424769
#> subject_No.3
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -1.467502
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.380624
#> subject_No.4
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 1.828700
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 2.839999
#> subject_No.5
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -1.283523
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 2.694025
#> subject_No.6
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 2.2268994
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.8832573
#> subject_No.7
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -1.401059
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 2.656934
#> subject_No.8
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -1.729650
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -1.219738
#> subject_No.9
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 1.255798
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -1.600606
#> subject_No.10
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 0.4953427
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -5.7020284
#> subject_No.11
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -3.651597
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -2.422995
#> subject_No.12
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 4.572105
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 0.670063
#> subject_No.13
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 1.918763
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -2.439591
#> subject_No.14
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 2.1966039
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.1663758
#> subject_No.15
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -4.88782015
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 0.03191366
#> subject_No.16
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -0.04489607
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 1.26600522
#> subject_No.17
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -0.4337988
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -1.9584492
#> subject_No.18
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 0.1903392
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 4.0904025
#> subject_No.19
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 1.075927
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -2.362973
#> subject_No.20
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -0.7003592
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -4.0015485
#> subject_No.21
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -1.7410944
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.5336992
#> subject_No.22
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -4.332724
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 2.907189
#> subject_No.23
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 0.9999943
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 3.8811993
#> subject_No.24
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 3.593633
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -3.201114
#> subject_No.25
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 2.8134913
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 0.9733352
#> subject_No.26
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -4.377040
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 1.916487
#> subject_No.27
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 0.2972847
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.6511618
#> subject_No.28
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 0.8187473
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -1.7028437
#> subject_No.29
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 2.59120588
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.07975741
#> subject_No.30
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 1.132711
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 3.280023
#> subject_No.31
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -0.3879626
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 1.2161515
#> subject_No.32
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 1.363362
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 1.480178
#> subject_No.33
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 4.340754
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 2.272912
#> subject_No.34
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 0.01723731
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 1.42844597
#> subject_No.35
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 0.3901726
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 0.1073288
#> subject_No.36
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -2.333950
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -1.741727
#> subject_No.37
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -1.378928
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -3.763352
#> subject_No.38
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -3.574109
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -1.862561
#> subject_No.39
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -3.128757
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.613127
#> subject_No.40
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -0.1053039
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 5.0288804
#> subject_No.41
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -2.291924
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 4.922532
#> subject_No.42
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 1.7516470
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 0.6737048
#> subject_No.43
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 3.218451
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -3.541286
#> subject_No.44
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 1.7600326
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 0.9734324
#> subject_No.45
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -2.607559
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -1.622482
#> subject_No.46
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 1.140419
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -2.306274
#> subject_No.47
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 4.066186
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -1.087736
#> subject_No.48
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -4.7049920
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.5550031
#> subject_No.49
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -0.9340865
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.3164891
#> subject_No.50
#> component_No.8_subcomp.1, PVE: 0.060462, PVE: 0.002107 -0.6437077
#> component_No.8_subcomp.2, PVE: 0.056748, PVE: 0.001924 -0.5934028
#>
#> $dataset_No.3$component_No.9
#> [1] NA
#>
#>
#> $dataset_No.4
#> $dataset_No.4$component_No.1
#> subject_No.1
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 0.695304
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.186551
#> subject_No.2
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 2.654232
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 2.318264
#> subject_No.3
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.9408825
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.2374469
#> subject_No.4
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.1124271
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.3762719
#> subject_No.5
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -1.629763
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 3.031828
#> subject_No.6
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.5032362
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.9574255
#> subject_No.7
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -2.9093654
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.8182799
#> subject_No.8
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.6930273
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.9514653
#> subject_No.9
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.5666504
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.1632832
#> subject_No.10
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -2.550528
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.311271
#> subject_No.11
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 1.4812908
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.4176434
#> subject_No.12
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 0.2555663
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.8356026
#> subject_No.13
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 1.295461
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.060175
#> subject_No.14
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 2.363965
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.043860
#> subject_No.15
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 1.764420
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.852693
#> subject_No.16
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -2.508910
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.178726
#> subject_No.17
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -3.699752
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -3.353127
#> subject_No.18
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -1.8150963
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.8952152
#> subject_No.19
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 1.6255523
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.1024196
#> subject_No.20
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 3.2191291
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.2496195
#> subject_No.21
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.3268254
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -2.2886816
#> subject_No.22
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 3.995080
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.016652
#> subject_No.23
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 0.902358
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.501389
#> subject_No.24
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 0.9059545
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.7526074
#> subject_No.25
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.9297968
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.0602392
#> subject_No.26
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 1.583224
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -2.348316
#> subject_No.27
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 2.081801
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.833837
#> subject_No.28
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 3.347954
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.129631
#> subject_No.29
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 1.312080
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -3.002538
#> subject_No.30
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.2097166
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.5180980
#> subject_No.31
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -1.2585757
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.1355362
#> subject_No.32
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -2.434209
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.592963
#> subject_No.33
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.5361861
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.1886697
#> subject_No.34
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 1.6256570
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.3807741
#> subject_No.35
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 1.771931
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 2.511319
#> subject_No.36
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.116156
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.828781
#> subject_No.37
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -2.411307
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.124018
#> subject_No.38
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.2145134
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.0651287
#> subject_No.39
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 0.05590618
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.05325909
#> subject_No.40
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -1.570615
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.555378
#> subject_No.41
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 1.5493646
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.9385256
#> subject_No.42
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.1879516
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.2079661
#> subject_No.43
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.3286536
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 1.3708152
#> subject_No.44
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 0.3786297
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.2368040
#> subject_No.45
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -0.5916693
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -0.9001232
#> subject_No.46
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 0.6231973
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 -1.3152543
#> subject_No.47
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -2.3096209
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.4591473
#> subject_No.48
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -1.8436703
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.9292498
#> subject_No.49
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 -1.432568
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 2.105739
#> subject_No.50
#> component_No.1_subcomp.1, PVE: 0.030425, PVE: 0.001016 0.2448292
#> component_No.1_subcomp.2, PVE: 0.020446, PVE: 0.000703 0.4471765
#>
#> $dataset_No.4$component_No.2
#> [1] NA
#>
#> $dataset_No.4$component_No.3
#> subject_No.1
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.5369856
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 2.3755465
#> subject_No.2
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.933079
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -1.150511
#> subject_No.3
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -1.031816
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -2.360116
#> subject_No.4
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.3190358
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 1.8109396
#> subject_No.5
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.3369349
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 1.1232098
#> subject_No.6
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.4712364
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 1.2880849
#> subject_No.7
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -4.298527
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -3.110844
#> subject_No.8
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -1.092245
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 1.669062
#> subject_No.9
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.04828606
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 3.21371553
#> subject_No.10
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -2.83556479
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.06689375
#> subject_No.11
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 2.0828808
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.4301673
#> subject_No.12
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.9251509
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.7524084
#> subject_No.13
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.5817835
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.1370132
#> subject_No.14
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.999137
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -1.143679
#> subject_No.15
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.4852275
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 2.8475685
#> subject_No.16
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -3.18705181
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.07287858
#> subject_No.17
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -4.1081593
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.4245281
#> subject_No.18
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -1.675040
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.994861
#> subject_No.19
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.482981
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 2.823784
#> subject_No.20
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 2.429532
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -1.764675
#> subject_No.21
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -1.273196
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 1.715278
#> subject_No.22
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 4.137185
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -1.448630
#> subject_No.23
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.2258359
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.8420537
#> subject_No.24
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.266795
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 1.126078
#> subject_No.25
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -1.8423018
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.8629343
#> subject_No.26
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.6540301
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.6861767
#> subject_No.27
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 3.6455109
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.5081241
#> subject_No.28
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 2.4442750
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.1545903
#> subject_No.29
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.2653812
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -1.5162408
#> subject_No.30
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -0.03500114
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.77489294
#> subject_No.31
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -2.1671398
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.9045488
#> subject_No.32
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -2.3071831
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.5161357
#> subject_No.33
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.07949453
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 1.96661416
#> subject_No.34
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.9343549
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -1.5902507
#> subject_No.35
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.6089440
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.8418456
#> subject_No.36
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -1.944126
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -1.829929
#> subject_No.37
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -2.243185630
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.005928477
#> subject_No.38
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.8795304
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.9490906
#> subject_No.39
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -0.06890838
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.47374041
#> subject_No.40
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -1.5807290
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.7911124
#> subject_No.41
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.9903618
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.4112324
#> subject_No.42
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.6116296
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.9532906
#> subject_No.43
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.7636183
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -1.4139044
#> subject_No.44
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.4743887
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -2.6805463
#> subject_No.45
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -1.861398
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -1.308323
#> subject_No.46
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 0.3132285
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.7052420
#> subject_No.47
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -2.314076
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -3.064165
#> subject_No.48
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -0.8961248
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 0.5494640
#> subject_No.49
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 -0.7132269
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 -0.1846589
#> subject_No.50
#> component_No.3_subcomp.1, PVE: 0.035171, PVE: 0.001192 1.650796
#> component_No.3_subcomp.2, PVE: 0.022657, PVE: 0.000787 1.125570
#>
#> $dataset_No.4$component_No.4
#> [1] NA
#>
#> $dataset_No.4$component_No.5
#> subject_No.1
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 0.5046569
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -1.4900119
#> subject_No.2
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.5677242
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -2.3023032
#> subject_No.3
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 2.505335
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.964856
#> subject_No.4
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.2626841
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.6171965
#> subject_No.5
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 2.771596
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -2.081087
#> subject_No.6
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 0.652927
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -1.364731
#> subject_No.7
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 2.989660
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 3.666427
#> subject_No.8
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 2.6259351
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.2218687
#> subject_No.9
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 0.4686132
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 1.3152941
#> subject_No.10
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 2.8108897
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 0.5333726
#> subject_No.11
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -2.400875
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 1.232052
#> subject_No.12
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.5702378
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -1.7458135
#> subject_No.13
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -1.601185
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 2.126240
#> subject_No.14
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -2.155747
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -2.770496
#> subject_No.15
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -2.7853973
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 0.5369963
#> subject_No.16
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 1.9799959
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 0.1365531
#> subject_No.17
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 1.214685
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 1.680471
#> subject_No.18
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 1.294469
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -2.512018
#> subject_No.19
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -1.3949723
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.2977928
#> subject_No.20
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -3.8873781
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 0.4572776
#> subject_No.21
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -1.533479
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 2.070550
#> subject_No.22
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -3.130780
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.210466
#> subject_No.23
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -1.306633
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 1.920528
#> subject_No.24
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 0.2895761
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -2.7441713
#> subject_No.25
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 1.7060967
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.4709113
#> subject_No.26
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.7295144
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -3.5971866
#> subject_No.27
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -2.40763822
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.07830448
#> subject_No.28
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -2.264076
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -1.932791
#> subject_No.29
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -2.634258
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -1.426073
#> subject_No.30
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -1.0857507
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.9074711
#> subject_No.31
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 1.901890
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 1.579084
#> subject_No.32
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 3.153800
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 2.352978
#> subject_No.33
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 1.3363610
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 0.4413034
#> subject_No.34
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -2.9231226
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 0.2524417
#> subject_No.35
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.3158695
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -1.3603617
#> subject_No.36
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 0.0417003
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 1.0603148
#> subject_No.37
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 3.7258877
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 0.1130052
#> subject_No.38
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.6565111
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 2.4225304
#> subject_No.39
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.8227397
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 0.8546541
#> subject_No.40
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 0.4375195
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 4.5531397
#> subject_No.41
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.5613335
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -2.6544097
#> subject_No.42
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.4759699
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.9472281
#> subject_No.43
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 2.5357019
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.8602658
#> subject_No.44
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.9884904
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -1.1763086
#> subject_No.45
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.547497
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 2.619492
#> subject_No.46
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -0.3033521
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -1.7992498
#> subject_No.47
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 1.6242714
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 -0.2108409
#> subject_No.48
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 0.8928966
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 2.2586877
#> subject_No.49
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 1.696121
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 1.300170
#> subject_No.50
#> component_No.5_subcomp.1, PVE: 0.035856, PVE: 0.001206 -1.7476794
#> component_No.5_subcomp.2, PVE: 0.032105, PVE: 0.001102 0.9830313
#>
#> $dataset_No.4$component_No.6
#> [1] NA
#>
#> $dataset_No.4$component_No.7
#> [1] NA
#>
#> $dataset_No.4$component_No.8
#> [1] NA
#>
#> $dataset_No.4$component_No.9
#> subject_No.1
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -1.397945
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.477320
#> subject_No.2
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -4.430273
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.572424
#> subject_No.3
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 1.326481
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.269424
#> subject_No.4
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -0.7834585
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 2.3098393
#> subject_No.5
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.7514947
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -0.5589823
#> subject_No.6
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -0.998421
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 1.768862
#> subject_No.7
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 2.924289
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.841889
#> subject_No.8
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 2.7232755
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -0.2197491
#> subject_No.9
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 2.013062
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 2.021633
#> subject_No.10
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 4.3529316
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -0.9252702
#> subject_No.11
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -0.8447928
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 4.0096863
#> subject_No.12
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -0.2042565
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -0.4074330
#> subject_No.13
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -0.9439691
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 2.7412988
#> subject_No.14
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -3.563699
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -1.267210
#> subject_No.15
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -0.683854
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 3.721736
#> subject_No.16
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.6172746
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.7016544
#> subject_No.17
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 5.1592368
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 0.9625753
#> subject_No.18
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -1.207502
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -1.801205
#> subject_No.19
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.5766812
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 3.6769079
#> subject_No.20
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -5.1691780
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 0.4435914
#> subject_No.21
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.9698322
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 1.8882560
#> subject_No.22
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -3.6712927
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 0.5280374
#> subject_No.23
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 2.187860
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 4.446581
#> subject_No.24
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.4549314
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.9700902
#> subject_No.25
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 1.972615
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -1.965953
#> subject_No.26
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -2.786718
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -1.229128
#> subject_No.27
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -1.823882
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 3.802123
#> subject_No.28
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -3.063730
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -1.061621
#> subject_No.29
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -3.38891300
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -0.04606275
#> subject_No.30
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -1.537221
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -3.194993
#> subject_No.31
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 2.6828073
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -0.9109766
#> subject_No.32
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.3555953
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.5129251
#> subject_No.33
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.8047066
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -0.1755185
#> subject_No.34
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -2.080469
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 1.467630
#> subject_No.35
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -1.3573078
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 0.6792969
#> subject_No.36
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.5226306
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -0.4380995
#> subject_No.37
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 3.992502
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -3.736700
#> subject_No.38
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 1.821653
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 3.262811
#> subject_No.39
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 1.056777
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 2.594585
#> subject_No.40
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 2.4721511
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 0.5545328
#> subject_No.41
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -1.00441
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.94999
#> subject_No.42
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -0.02252889
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 0.45580442
#> subject_No.43
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.770569
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -1.196621
#> subject_No.44
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -2.300609
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.048193
#> subject_No.45
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 2.0172360
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 0.7794227
#> subject_No.46
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -1.616825
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -1.163129
#> subject_No.47
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.381702
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -2.273270
#> subject_No.48
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 0.1003829
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 2.1954179
#> subject_No.49
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 2.7308165
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 -0.4622325
#> subject_No.50
#> component_No.9_subcomp.1, PVE: 0.052098, PVE: 0.001734 -1.830563
#> component_No.9_subcomp.2, PVE: 0.049394, PVE: 0.001704 2.900560
#>
#>