Compute the Ordered Factor Scores
fsOrder.RdCompute the ordered factor scores according to the first/second/third... column of the original factor scores.
Value
A list with m (the number of factors) components:
- [[1]]
The ordered factor scores with a decreasing first column.
- [[2]]
The ordered factor scores with a decreasing second column.
- ...
- [[m]]
The ordered factor scores with a decreasing m-th column.
Author
Ying-Ying Zhang (Robert) robertzhangyying@qq.com
Examples
data(stock611)
R611=cor(stock611[,3:12]); R611
#> x1 x2 x3 x4 x5 x6
#> x1 1.000000000 0.993167953 0.97034436 0.95609585 0.025163276 -0.015083014
#> x2 0.993167953 1.000000000 0.98346739 0.97164822 0.045110192 -0.004994507
#> x3 0.970344358 0.983467387 1.00000000 0.99749137 0.108682670 0.019464360
#> x4 0.956095848 0.971648219 0.99749137 1.00000000 0.133591430 0.029278642
#> x5 0.025163276 0.045110192 0.10868267 0.13359143 1.000000000 0.575741829
#> x6 -0.015083014 -0.004994507 0.01946436 0.02927864 0.575741829 1.000000000
#> x7 0.009780105 0.014165548 0.03527696 0.04429804 0.326885328 0.013993207
#> x8 0.017155253 0.036225902 0.09193857 0.11691517 0.840607798 0.298489402
#> x9 0.905256744 0.898571356 0.91651307 0.91138685 0.041581017 -0.009413168
#> x10 0.989449715 0.989605604 0.97531937 0.96400047 0.001814838 -0.046691411
#> x7 x8 x9 x10
#> x1 0.009780105 0.01715525 0.905256744 0.989449715
#> x2 0.014165548 0.03622590 0.898571356 0.989605604
#> x3 0.035276960 0.09193857 0.916513072 0.975319373
#> x4 0.044298039 0.11691517 0.911386851 0.964000474
#> x5 0.326885328 0.84060780 0.041581017 0.001814838
#> x6 0.013993207 0.29848940 -0.009413168 -0.046691411
#> x7 1.000000000 0.35473163 0.012122296 0.007367798
#> x8 0.354731631 1.00000000 0.010355218 0.016828080
#> x9 0.012122296 0.01035522 1.000000000 0.911435130
#> x10 0.007367798 0.01682808 0.911435130 1.000000000
## FS.pca contains scores etc.
fsPca=factorScorePca(x = stock611[,3:12], factors = 2, cor = TRUE,
rotation = "varimax", scoresMethod = "regression"); fsPca
#> $call
#> factorScorePca(x = stock611[, 3:12], factors = 2, cor = TRUE,
#> rotation = "varimax", scoresMethod = "regression")
#>
#> $loadings
#>
#> Loadings:
#> Factor1 Factor2
#> X1 0.988
#> X2 0.992
#> X3 0.992
#> X4 0.985
#> X5 0.956
#> X6 0.625
#> X7 0.480
#> X8 0.881
#> X9 0.941
#> X10 0.991
#>
#> Factor1 Factor2
#> SS loadings 5.785 2.324
#> Proportion Var 0.579 0.232
#> Cumulative Var 0.579 0.811
#>
#> $communality
#> X1 X2 X3 X4 X5 X6 X7 X8
#> 0.9764694 0.9832026 0.9873704 0.9761364 0.9163729 0.3911446 0.2309869 0.7789380
#> X9 X10
#> 0.8849347 0.9834492
#>
#> $uniquenesses
#> x1 x2 x3 x4 x5 x6 x7
#> 0.02353062 0.01679744 0.01262963 0.02386358 0.08362706 0.60885544 0.76901309
#> x8 x9 x10
#> 0.22106200 0.11506525 0.01655078
#>
#> $covariance
#> x1 x2 x3 x4 x5
#> x1 1.555244e+20 2.863371e+19 1.110191e+19 7.219175e+18 7.345648e+07
#> x2 2.863371e+19 5.344552e+18 2.085874e+18 1.360040e+18 2.441148e+07
#> x3 1.110191e+19 2.085874e+18 8.416758e+17 5.540749e+17 2.333976e+07
#> x4 7.219175e+18 1.360040e+18 5.540749e+17 3.665843e+17 1.893343e+07
#> x5 7.345648e+07 2.441148e+07 2.333976e+07 1.893343e+07 5.479330e-02
#> x6 -2.598053e+08 -1.594810e+07 2.466455e+07 2.448491e+07 1.861453e-01
#> x7 3.466949e+09 9.308800e+08 9.199586e+08 7.623881e+08 2.175023e+00
#> x8 1.107546e+09 4.335511e+08 4.366522e+08 3.664572e+08 1.018644e+00
#> x9 1.863773e+20 3.429496e+19 1.388140e+19 9.109861e+18 1.606871e+08
#> x10 4.420202e+19 8.195339e+18 3.205298e+18 2.090804e+18 1.521776e+06
#> x6 x7 x8 x9 x10
#> x1 -2.598053e+08 3.466949e+09 1.107546e+09 1.863773e+20 4.420202e+19
#> x2 -1.594810e+07 9.308800e+08 4.335511e+08 3.429496e+19 8.195339e+18
#> x3 2.466455e+07 9.199586e+08 4.366522e+08 1.388140e+19 3.205298e+18
#> x4 2.448491e+07 7.623881e+08 3.664572e+08 9.109861e+18 2.090804e+18
#> x5 1.861453e-01 2.175023e+00 1.018644e+00 1.606871e+08 1.521776e+06
#> x6 1.907749e+00 5.493923e-01 2.134298e+00 -2.146439e+08 -2.310185e+08
#> x7 5.493923e-01 8.079963e+02 5.219995e+01 5.688682e+09 7.502250e+08
#> x8 2.134298e+00 5.219995e+01 2.679976e+01 8.850072e+08 3.120680e+08
#> x9 -2.146439e+08 5.688682e+09 8.850072e+08 2.725487e+20 5.390102e+19
#> x10 -2.310185e+08 7.502250e+08 3.120680e+08 5.390102e+19 1.283212e+19
#>
#> $correlation
#> x1 x2 x3 x4 x5 x6
#> x1 1.000000000 0.993167953 0.97034436 0.95609585 0.025163276 -0.015083014
#> x2 0.993167953 1.000000000 0.98346739 0.97164822 0.045110192 -0.004994507
#> x3 0.970344358 0.983467387 1.00000000 0.99749137 0.108682670 0.019464360
#> x4 0.956095848 0.971648219 0.99749137 1.00000000 0.133591430 0.029278642
#> x5 0.025163276 0.045110192 0.10868267 0.13359143 1.000000000 0.575741829
#> x6 -0.015083014 -0.004994507 0.01946436 0.02927864 0.575741829 1.000000000
#> x7 0.009780105 0.014165548 0.03527696 0.04429804 0.326885328 0.013993207
#> x8 0.017155253 0.036225902 0.09193857 0.11691517 0.840607798 0.298489402
#> x9 0.905256744 0.898571356 0.91651307 0.91138685 0.041581017 -0.009413168
#> x10 0.989449715 0.989605604 0.97531937 0.96400047 0.001814838 -0.046691411
#> x7 x8 x9 x10
#> x1 0.009780105 0.01715525 0.905256744 0.989449715
#> x2 0.014165548 0.03622590 0.898571356 0.989605604
#> x3 0.035276960 0.09193857 0.916513072 0.975319373
#> x4 0.044298039 0.11691517 0.911386851 0.964000474
#> x5 0.326885328 0.84060780 0.041581017 0.001814838
#> x6 0.013993207 0.29848940 -0.009413168 -0.046691411
#> x7 1.000000000 0.35473163 0.012122296 0.007367798
#> x8 0.354731631 1.00000000 0.010355218 0.016828080
#> x9 0.012122296 0.01035522 1.000000000 0.911435130
#> x10 0.007367798 0.01682808 0.911435130 1.000000000
#>
#> $usedMatrix
#> x1 x2 x3 x4 x5 x6
#> x1 1.000000000 0.993167953 0.97034436 0.95609585 0.025163276 -0.015083014
#> x2 0.993167953 1.000000000 0.98346739 0.97164822 0.045110192 -0.004994507
#> x3 0.970344358 0.983467387 1.00000000 0.99749137 0.108682670 0.019464360
#> x4 0.956095848 0.971648219 0.99749137 1.00000000 0.133591430 0.029278642
#> x5 0.025163276 0.045110192 0.10868267 0.13359143 1.000000000 0.575741829
#> x6 -0.015083014 -0.004994507 0.01946436 0.02927864 0.575741829 1.000000000
#> x7 0.009780105 0.014165548 0.03527696 0.04429804 0.326885328 0.013993207
#> x8 0.017155253 0.036225902 0.09193857 0.11691517 0.840607798 0.298489402
#> x9 0.905256744 0.898571356 0.91651307 0.91138685 0.041581017 -0.009413168
#> x10 0.989449715 0.989605604 0.97531937 0.96400047 0.001814838 -0.046691411
#> x7 x8 x9 x10
#> x1 0.009780105 0.01715525 0.905256744 0.989449715
#> x2 0.014165548 0.03622590 0.898571356 0.989605604
#> x3 0.035276960 0.09193857 0.916513072 0.975319373
#> x4 0.044298039 0.11691517 0.911386851 0.964000474
#> x5 0.326885328 0.84060780 0.041581017 0.001814838
#> x6 0.013993207 0.29848940 -0.009413168 -0.046691411
#> x7 1.000000000 0.35473163 0.012122296 0.007367798
#> x8 0.354731631 1.00000000 0.010355218 0.016828080
#> x9 0.012122296 0.01035522 1.000000000 0.911435130
#> x10 0.007367798 0.01682808 0.911435130 1.000000000
#>
#> $reducedCorrelation
#> NULL
#>
#> $factors
#> [1] 2
#>
#> $method
#> [1] "pca"
#>
#> $scores
#> Factor1 Factor2
#> 1 -1.699858e-01 -4.375026057
#> 2 -1.456487e-01 -3.464717456
#> 3 -2.113478e-01 -4.220859598
#> 4 -1.706501e-01 -3.671691917
#> 5 -2.194292e-01 -4.252586052
#> 6 -1.783264e-01 -4.579283183
#> 7 -1.870716e-01 -3.438303504
#> 8 -1.982348e-01 -5.396957302
#> 9 -1.533491e-01 -3.285587393
#> 10 -1.638305e-01 -3.965385663
#> 11 -1.513386e-01 -2.838850620
#> 12 -1.938650e-01 -4.444923075
#> 13 -1.510262e-01 -2.818374959
#> 14 -1.626230e-01 -2.878305221
#> 15 -1.711379e-01 -2.903302047
#> 16 -1.573203e-01 -2.514850618
#> 17 -2.192700e-01 -2.796501002
#> 18 -1.698394e-01 -2.972721628
#> 19 -1.311105e-01 -2.129288001
#> 20 -1.422608e-01 -2.072237199
#> 21 -1.637352e-01 -2.528128793
#> 22 -1.588979e-01 -2.289897064
#> 23 -1.561937e-01 -2.120779866
#> 24 -1.481493e-01 -2.434010707
#> 25 -1.711949e-01 -2.516587483
#> 26 -1.739110e-01 -2.320519125
#> 27 -1.903913e-01 -2.525406720
#> 28 -1.465570e-01 -1.964111949
#> 29 -1.476963e-01 -1.610528915
#> 30 -1.550552e-01 -1.440698411
#> 31 -1.446821e-01 -1.858083818
#> 32 -1.251107e-01 -1.852237680
#> 33 -1.617153e-01 -1.380173795
#> 34 -1.433893e-01 -1.319327370
#> 35 -1.298339e-01 -1.193449788
#> 36 -1.389689e-01 -1.247948631
#> 37 -1.391849e-01 -1.480990964
#> 38 -1.420172e-01 -1.377621546
#> 39 -1.567545e-01 -0.789628714
#> 40 -1.024860e-01 -1.070246968
#> 41 -1.335405e-01 -1.096268165
#> 42 -2.874764e-02 -0.427021633
#> 43 -1.357416e-01 -1.001899520
#> 44 1.392604e-02 -0.714606352
#> 45 -1.219326e-01 -0.692824672
#> 46 -1.055244e-01 -0.678526470
#> 47 -9.987343e-02 -0.820545711
#> 48 -1.224491e-01 -0.900275824
#> 49 -1.361519e-01 -0.189980667
#> 50 -1.328078e-01 -0.822348909
#> 51 -9.684450e-02 -0.853609288
#> 52 -1.325418e-01 -0.857943421
#> 53 -3.849310e-02 -0.577288346
#> 54 -1.111086e-01 -0.542459613
#> 55 -1.310137e-01 -0.749999962
#> 56 1.652689e-01 -0.704407564
#> 57 1.322257e-02 -0.897515439
#> 58 -1.332818e-01 -0.581664143
#> 59 8.830250e-01 -0.893910449
#> 60 -1.187836e-01 -0.816838607
#> 61 -8.237417e-02 -0.777048140
#> 62 -1.048141e-01 -0.782247388
#> 63 -6.153890e-02 -0.879277174
#> 64 -1.349657e-01 -0.758826827
#> 65 -9.320033e-02 -0.678012481
#> 66 -3.980957e-02 -0.483644188
#> 67 -1.374188e-01 -0.810850588
#> 68 -1.377868e-01 -0.783782803
#> 69 -1.493788e-01 -0.173329228
#> 70 -9.754972e-02 -0.521734620
#> 71 -1.160058e-01 -0.872340379
#> 72 -9.466914e-02 -0.530227689
#> 73 -1.267002e-01 -1.011264500
#> 74 7.621726e-01 -0.925302803
#> 75 3.605263e-01 0.028563544
#> 76 -1.405925e-01 -0.851206934
#> 77 -1.466037e-01 -0.514991126
#> 78 -1.437034e-01 -0.827804637
#> 79 2.334763e+00 0.173082392
#> 80 -1.434937e-01 -0.266486958
#> 81 -1.103633e-01 -0.522059846
#> 82 1.911511e-01 -0.299968489
#> 83 -1.046164e-01 -0.759543530
#> 84 -6.961500e-02 -0.591615479
#> 85 -1.380815e-01 -0.898751337
#> 86 -1.201476e-01 -0.659329525
#> 87 -6.175348e-03 -0.137818467
#> 88 -1.239974e-01 -0.667500205
#> 89 -1.317718e-01 -0.841743911
#> 90 -1.345571e-01 -0.851447469
#> 91 -1.245961e-01 -0.538274193
#> 92 -8.409746e-02 -2.297051680
#> 93 -9.619934e-02 -0.411968937
#> 94 8.974033e-03 -0.644413571
#> 95 -1.343479e-01 -0.703944111
#> 96 -8.765212e-02 -0.980075108
#> 97 -6.528285e-02 0.162251789
#> 98 -1.314665e-01 -0.802726399
#> 99 -1.409833e-01 -0.814043379
#> 100 -8.414339e-02 -0.669925934
#> 101 -1.066330e-01 -0.628069327
#> 102 -7.874074e-02 -0.826095262
#> 103 -8.473624e-02 -0.736376102
#> 104 -1.060630e-01 -0.940828489
#> 105 -7.707381e-02 -0.767840794
#> 106 -1.428479e-01 -0.398502655
#> 107 -8.228696e-02 -0.534000217
#> 108 -3.538270e-02 -0.378480206
#> 109 -1.254709e-01 -0.433284423
#> 110 -1.060867e-01 -0.454042145
#> 111 -9.381098e-02 -0.527454260
#> 112 -1.324127e-01 -0.618897986
#> 113 6.627497e-01 -0.783967006
#> 114 2.201612e-01 -0.332531797
#> 115 -1.320614e-01 -0.819287579
#> 116 -1.308060e-01 -0.333878164
#> 117 -5.172589e-02 0.220726572
#> 118 -1.334037e-01 -0.434141631
#> 119 -1.307498e-01 -0.726007127
#> 120 -1.184207e-01 -0.377060991
#> 121 -1.157299e-01 -0.562088963
#> 122 -9.571889e-02 -0.488239852
#> 123 -1.271553e-01 -0.472600422
#> 124 -6.096781e-02 -0.144714397
#> 125 -1.188934e-01 -0.484860878
#> 126 -1.256559e-01 -0.388494768
#> 127 -1.266494e-01 -0.628045724
#> 128 -1.390007e-01 -0.710766525
#> 129 3.956470e-01 -0.602174340
#> 130 -1.321062e-01 -0.250412619
#> 131 -9.587986e-02 0.022632364
#> 132 -8.660562e-02 -0.143240688
#> 133 -1.058073e-01 -0.312493641
#> 134 -1.001683e-01 -0.494323317
#> 135 -1.268752e-01 -0.680419286
#> 136 -6.341631e-02 -0.568312479
#> 137 -1.178805e-01 -0.193599553
#> 138 5.702214e-02 -0.143731581
#> 139 -6.274739e-02 -0.214840347
#> 140 -3.916633e-02 -0.667046726
#> 141 -3.511885e-02 -0.325392219
#> 142 -1.138376e-01 -0.374982275
#> 143 -7.514682e-02 -0.370672403
#> 144 -7.203927e-02 -0.141652376
#> 145 3.323594e-02 -0.276794940
#> 146 -1.174657e-01 -0.247637190
#> 147 -1.320091e-01 -0.289211089
#> 148 -7.769902e-02 0.277190338
#> 149 -1.119234e-01 -0.098511488
#> 150 -8.288749e-02 -0.095664571
#> 151 -1.434479e-01 0.124759385
#> 152 -1.048938e-01 -0.459966801
#> 153 1.497535e-01 -0.399960989
#> 154 -1.481914e-01 0.315758060
#> 155 -1.322389e-01 0.276790462
#> 156 -7.923328e-03 -0.409555215
#> 157 -1.228907e-01 -0.466420424
#> 158 -1.138028e-01 -0.037757383
#> 159 -1.177613e-01 -0.512242218
#> 160 6.918949e-02 -0.002834825
#> 161 -9.759709e-02 -0.328798984
#> 162 -8.397076e-02 -0.247336957
#> 163 -5.191669e-02 -0.209837998
#> 164 -1.161426e-01 -0.404362391
#> 165 -9.922097e-02 -0.282481054
#> 166 3.444059e-03 -0.133769044
#> 167 -1.264178e-01 -0.167498282
#> 168 -1.187392e-01 -0.556546263
#> 169 -6.089942e-02 0.031333503
#> 170 -1.027806e-01 -0.129430285
#> 171 -9.967122e-02 -0.205516756
#> 172 -1.190664e-01 -0.005982868
#> 173 -8.042214e-02 -0.616474673
#> 174 4.098650e-03 0.162125514
#> 175 1.226562e-01 -0.007934430
#> 176 4.935833e-03 0.079359167
#> 177 -1.244777e-01 -0.342607624
#> 178 -1.360348e-01 -0.261240487
#> 179 -1.301573e-01 -0.143369826
#> 180 -8.750782e-02 -0.306461573
#> 181 -1.401064e-01 -0.040864885
#> 182 8.850255e-03 0.155499343
#> 183 -1.339306e-01 -0.537416194
#> 184 -6.009910e-02 -0.145510145
#> 185 -9.712726e-02 -0.265014326
#> 186 -1.145112e-01 -0.440573382
#> 187 -4.752621e-02 -0.278502570
#> 188 -2.458950e-02 0.088281386
#> 189 -1.163822e-01 -0.253973577
#> 190 -2.411332e-02 -0.122304284
#> 191 -1.127843e-01 -0.444159489
#> 192 -4.715574e-02 -0.071329171
#> 193 -2.771145e-02 -0.403342738
#> 194 -1.152567e-01 -0.190508161
#> 195 -1.060693e-01 -0.422435319
#> 196 -1.232014e-01 -0.522961411
#> 197 -9.776248e-02 -0.231294913
#> 198 -7.086980e-02 0.533592690
#> 199 -1.168436e-01 -0.122987344
#> 200 -9.083638e-02 -0.276916659
#> 201 -1.078174e-01 -0.395418560
#> 202 -1.012376e-01 0.273873644
#> 203 -1.121714e-01 0.075878560
#> 204 -1.314606e-01 -0.226283070
#> 205 -9.087952e-02 -0.500436179
#> 206 8.523304e-02 -0.078298889
#> 207 -8.613211e-02 -0.342238470
#> 208 -1.075000e-01 -0.183082004
#> 209 -1.374349e-01 -0.007780306
#> 210 -1.119170e-01 0.034023867
#> 211 -1.029835e-01 -0.420792992
#> 212 -1.322809e-01 -0.442211937
#> 213 1.510835e-02 0.036674709
#> 214 -1.106511e-01 -0.376250367
#> 215 -1.320929e-01 -0.205395234
#> 216 2.383230e-01 0.750089819
#> 217 -9.003175e-02 -0.293516863
#> 218 -1.277089e-01 -0.048332115
#> 219 -1.207849e-01 -0.004745901
#> 220 -3.509393e-02 0.237541509
#> 221 -5.254541e-02 -0.166115307
#> 222 -2.802711e-02 -0.292393349
#> 223 -1.259965e-01 -0.136211596
#> 224 -1.133531e-01 -0.160494008
#> 225 2.102464e-02 0.127550023
#> 226 8.254483e-02 -0.156618098
#> 227 -1.182333e-01 -0.519757356
#> 228 -7.135189e-02 -0.329597829
#> 229 -1.151848e-01 -0.245971499
#> 230 1.584133e-01 0.484968305
#> 231 -1.352676e-01 0.385819621
#> 232 -9.433564e-02 0.044630097
#> 233 -6.835187e-02 0.091587614
#> 234 -9.335572e-02 -0.283395447
#> 235 -1.298918e-01 0.275739216
#> 236 -1.078743e-01 0.083672432
#> 237 3.233960e-01 0.547807741
#> 238 -1.124966e-01 -0.035597330
#> 239 -1.242279e-01 -0.196087483
#> 240 -6.175974e-02 0.034414437
#> 241 -1.272726e-01 -0.559608033
#> 242 -1.182251e-01 -0.001394482
#> 243 -7.683981e-02 -0.137135560
#> 244 -1.326004e-01 -0.208881127
#> 245 -9.044687e-02 0.596467003
#> 246 -1.030000e-01 -0.158551194
#> 247 -1.010226e-01 0.167867734
#> 248 -1.364728e-01 -0.023827907
#> 249 -1.337033e-01 -0.079332560
#> 250 -1.385490e-01 -0.143620031
#> 251 -1.346643e-01 -0.537451873
#> 252 -1.581246e-01 0.557140224
#> 253 1.684041e-02 0.015483121
#> 254 4.007350e-02 0.333112487
#> 255 -1.198381e-01 -0.160457416
#> 256 -1.406797e-01 -0.325916476
#> 257 -8.406956e-02 -0.183522375
#> 258 -1.447710e-01 0.186625021
#> 259 -1.229240e-01 0.298680952
#> 260 -1.384406e-02 -0.325057628
#> 261 -1.231326e-01 0.172613379
#> 262 -1.258817e-01 -0.447980346
#> 263 -9.332787e-02 0.048324831
#> 264 -1.304774e-01 -0.484829673
#> 265 -1.127033e-01 -0.186320570
#> 266 -4.493758e-02 -0.213657387
#> 267 -1.136006e-01 -0.009279834
#> 268 -1.092382e-01 -0.444653165
#> 269 -7.868630e-02 -0.122769841
#> 270 -1.209871e-01 0.277108937
#> 271 -5.352387e-02 0.294875708
#> 272 8.092895e-02 0.467869993
#> 273 -9.143511e-02 -0.479723640
#> 274 -1.109390e-01 -0.464236831
#> 275 -5.810359e-02 -0.072693363
#> 276 -2.346998e-02 -0.204407133
#> 277 -1.523955e-01 0.663499952
#> 278 -2.386839e-02 0.162443061
#> 279 -1.266187e-01 -0.420629250
#> 280 -1.342638e-01 -0.007965081
#> 281 -1.046248e-01 -0.091485636
#> 282 -1.053444e-01 -0.273417797
#> 283 -2.603839e-02 -0.157210199
#> 284 -7.393122e-02 -0.077413358
#> 285 2.581735e-01 0.910167214
#> 286 -1.114537e-01 0.227038235
#> 287 1.419434e-02 0.472808335
#> 288 1.490657e-01 -0.078198073
#> 289 -7.745228e-02 0.018440139
#> 290 -2.067462e-02 -0.022656520
#> 291 -1.118736e-01 0.458220003
#> 292 -1.270679e-01 0.319487334
#> 293 2.530751e-02 0.078210441
#> 294 -1.443456e-01 0.081691047
#> 295 8.751717e-02 0.862045140
#> 296 -1.149315e-01 -0.383446839
#> 297 -1.042341e-01 -0.489719598
#> 298 -1.219742e-01 -0.225763724
#> 299 -8.019848e-02 -0.156259182
#> 300 -4.632951e-02 -0.182309737
#> 301 -9.895387e-02 -0.393990169
#> 302 -3.689056e-02 0.603294629
#> 303 2.405751e-01 0.019733317
#> 304 -1.107070e-01 0.064491546
#> 305 -1.184152e-01 -0.046551853
#> 306 -6.700154e-02 -0.025591330
#> 307 2.885846e-01 -0.361096530
#> 308 -5.437482e-02 0.455704297
#> 309 4.026669e-02 0.295260806
#> 310 -1.077109e-01 0.171811285
#> 311 -6.868359e-02 -0.119573136
#> 312 -1.056642e-01 -0.244476853
#> 313 -1.467546e-01 0.882649248
#> 314 -6.682986e-02 0.491513662
#> 315 -9.831269e-02 0.267907783
#> 316 -1.352379e-01 0.010317967
#> 317 -1.078081e-01 -0.102567262
#> 318 -1.035860e-01 -0.382221282
#> 319 -4.687962e-02 0.336700551
#> 320 2.978169e-03 0.632299726
#> 321 6.501655e-02 0.393155972
#> 322 -3.136637e-02 -0.409902202
#> 323 -9.618055e-02 0.664335853
#> 324 -5.030915e-02 0.129633205
#> 325 -8.982273e-02 0.075424007
#> 326 -4.958924e-02 0.046404934
#> 327 -1.104828e-01 0.050673262
#> 328 -6.607229e-02 0.319555346
#> 329 -8.603984e-02 0.312706203
#> 330 -1.156617e-01 0.745796666
#> 331 -6.922546e-02 0.286926369
#> 332 7.576977e-02 -0.110092077
#> 333 -7.983738e-02 0.406943828
#> 334 -1.295600e-01 0.282284100
#> 335 -1.253160e-01 0.262450295
#> 336 -1.424083e-01 0.515904879
#> 337 -1.520371e-01 3.681513499
#> 338 2.389674e+01 -1.229303681
#> 339 6.055157e-02 0.294078771
#> 340 -1.902759e-02 0.150213074
#> 341 -1.690959e-02 0.921026105
#> 342 -1.094799e-01 0.213239752
#> 343 7.864334e-02 0.308501168
#> 344 4.931215e-02 1.021202225
#> 345 1.641955e-01 -0.019350192
#> 346 -6.402503e-02 -0.409692554
#> 347 -1.320028e-01 0.117322584
#> 348 -1.089423e-01 0.307621062
#> 349 -1.193887e-01 0.271909378
#> 350 -2.997634e-02 0.509011544
#> 351 -8.505199e-02 -0.067866079
#> 352 -9.759649e-02 -0.137638798
#> 353 -6.547051e-02 -0.091714142
#> 354 -8.773088e-02 0.661742200
#> 355 -8.844273e-02 -0.251464445
#> 356 -4.288610e-02 0.886320555
#> 357 -2.689220e-02 0.149741913
#> 358 -9.117443e-02 0.321157522
#> 359 -1.398758e-01 0.180876894
#> 360 -1.118852e-01 -0.459870859
#> 361 -6.680949e-02 0.136767155
#> 362 -1.215268e-01 0.375156623
#> 363 -1.190795e-01 0.360640825
#> 364 -9.043280e-02 0.647984109
#> 365 1.646310e-02 0.021276909
#> 366 -3.289241e-02 0.637952238
#> 367 -1.343001e-01 0.319673661
#> 368 -9.205661e-02 -0.054471022
#> 369 -1.288215e-01 0.186953301
#> 370 -4.081818e-02 0.316111103
#> 371 5.598894e-02 0.714492897
#> 372 -1.910027e-02 0.122870212
#> 373 -8.738651e-02 -0.084919007
#> 374 -7.119482e-02 1.716547913
#> 375 -4.263708e-02 0.363649741
#> 376 -1.085357e-01 0.385274786
#> 377 -4.245307e-03 1.539317349
#> 378 -3.176215e-02 0.162173358
#> 379 3.259157e+00 -0.101410005
#> 380 -9.875922e-02 0.094135470
#> 381 -1.319789e-01 0.722420469
#> 382 -3.546746e-02 0.390186947
#> 383 -7.248849e-02 -0.014795160
#> 384 3.465890e-02 -0.033324193
#> 385 -1.214325e-01 0.079601268
#> 386 -1.328524e-01 0.411987654
#> 387 -8.221125e-02 0.163109410
#> 388 -1.313652e-01 -0.001041108
#> 389 -9.558721e-02 -0.053702518
#> 390 -1.361250e-01 0.173617925
#> 391 -2.390717e-02 0.077496800
#> 392 -1.038248e-01 -0.048359790
#> 393 -1.173975e-01 -0.021357940
#> 394 -1.298416e-02 0.323065716
#> 395 -5.994674e-02 -0.093401848
#> 396 -1.098203e-01 0.546081057
#> 397 -1.337753e-01 1.155409707
#> 398 -6.977782e-02 -0.186336908
#> 399 6.641151e-02 0.537115840
#> 400 -8.726016e-02 0.152357356
#> 401 -9.348558e-02 0.549652812
#> 402 -9.427061e-02 0.318797673
#> 403 -1.273842e-01 0.182938912
#> 404 -1.241300e-01 -0.329348206
#> 405 -1.148913e-01 0.081559731
#> 406 -1.588241e-02 -0.084983099
#> 407 -5.072923e-02 0.166010086
#> 408 -1.168968e-01 0.016011068
#> 409 5.100245e-02 0.743589406
#> 410 -1.199120e-01 0.764232169
#> 411 -1.310339e-01 0.156120710
#> 412 -1.161216e-01 1.001867865
#> 413 2.108761e-01 1.036649208
#> 414 -1.047511e-01 0.103386453
#> 415 4.688066e-02 0.144004497
#> 416 -1.090504e-01 0.234750807
#> 417 -4.872864e-03 0.403398346
#> 418 5.334868e-03 0.761322171
#> 419 -5.010685e-02 0.467761335
#> 420 -4.857389e-02 -0.102874126
#> 421 -1.271516e-01 0.079383819
#> 422 -7.996592e-02 -0.091932879
#> 423 -1.242648e-01 0.704845751
#> 424 3.008137e-01 1.155044757
#> 425 -7.901924e-02 0.167162065
#> 426 -7.094605e-02 0.661208932
#> 427 -1.159275e-01 0.095829041
#> 428 -1.212416e-01 0.955430987
#> 429 -1.175266e-01 -0.238570827
#> 430 -1.106754e-01 0.744684387
#> 431 -1.149546e-01 -0.217640181
#> 432 -1.440611e-01 0.440826605
#> 433 -1.166215e-01 0.176602205
#> 434 -1.224440e-01 0.291755771
#> 435 -8.941962e-02 1.008148096
#> 436 -1.092944e-01 0.483427513
#> 437 -2.949041e-02 1.066803765
#> 438 -8.179488e-02 0.333894180
#> 439 -1.296353e-01 0.162506688
#> 440 -1.055226e-01 0.749426559
#> 441 -1.136039e-01 -0.027015873
#> 442 -6.844458e-02 0.536399063
#> 443 -1.282159e-01 -0.036232683
#> 444 7.219354e-01 0.019175567
#> 445 -9.812406e-02 0.375126449
#> 446 -8.914250e-02 0.220161567
#> 447 -5.395658e-02 0.559130517
#> 448 4.839988e-02 0.465082710
#> 449 7.123672e-02 0.368946771
#> 450 -1.235634e-01 0.293459230
#> 451 -5.088348e-02 0.979429116
#> 452 -7.252980e-02 -0.150712671
#> 453 -9.029436e-02 -0.150303772
#> 454 -1.118824e-01 2.129091957
#> 455 -9.979869e-02 0.546968688
#> 456 -1.415352e-01 0.278271315
#> 457 -1.209505e-01 -0.182257871
#> 458 -1.123430e-01 0.204134895
#> 459 -3.794455e-03 0.970967451
#> 460 -1.186985e-01 0.528885916
#> 461 -1.078725e-01 -0.110664169
#> 462 -1.842012e-02 0.366078461
#> 463 1.902636e-02 1.066358635
#> 464 -9.003325e-02 0.144233128
#> 465 -1.303649e-01 0.509299315
#> 466 -1.391292e-01 0.725878993
#> 467 6.174288e-02 1.171657011
#> 468 -1.386492e-01 1.018681527
#> 469 -1.397769e-01 1.443448456
#> 470 -1.013370e-01 0.195213747
#> 471 5.437016e-02 0.877946612
#> 472 2.440195e-01 0.068543314
#> 473 -1.059153e-01 1.247567380
#> 474 -9.591861e-02 0.149600486
#> 475 -5.847864e-02 0.395235066
#> 476 -1.257831e-01 0.315211075
#> 477 -1.248600e-01 0.425852076
#> 478 4.978452e-02 0.664407454
#> 479 8.912579e-02 1.197665719
#> 480 -1.170556e-01 0.820187311
#> 481 -3.779764e-02 0.141538152
#> 482 -5.259075e-02 0.790669645
#> 483 -4.616968e-02 0.514985815
#> 484 -1.279578e-01 0.224857479
#> 485 -1.000789e-01 0.162634001
#> 486 -1.257069e-01 2.503726238
#> 487 -9.575461e-02 0.497246381
#> 488 -1.310252e-01 0.922981170
#> 489 -3.684837e-02 0.996691397
#> 490 3.547583e-01 1.564036158
#> 491 -7.622568e-02 0.174640794
#> 492 2.887174e-01 -0.124129195
#> 493 -9.752027e-02 0.305417153
#> 494 -1.125330e-01 0.518189633
#> 495 1.420886e-02 0.800653526
#> 496 -1.143336e-01 0.092166142
#> 497 -1.231945e-01 0.466586934
#> 498 -5.881197e-02 0.738987924
#> 499 -8.694054e-02 0.655423117
#> 500 -8.585928e-02 0.763008896
#> 501 -1.303518e-01 0.128367829
#> 502 -5.791207e-02 0.906897614
#> 503 -1.234215e-02 0.809089188
#> 504 2.246829e-01 0.211526095
#> 505 -1.171222e-01 -0.117893919
#> 506 -1.082093e-01 0.532102646
#> 507 -1.252662e-01 -0.164156473
#> 508 -9.956136e-02 1.200340447
#> 509 -9.367923e-02 0.232430429
#> 510 -4.444845e-02 0.749584060
#> 511 -1.139515e-01 0.444768104
#> 512 -8.138947e-02 0.194458091
#> 513 -4.737003e-02 0.155186146
#> 514 -7.915728e-02 -0.024595757
#> 515 -8.032226e-02 0.427058627
#> 516 -1.112645e-01 0.653700401
#> 517 -5.780805e-02 0.583879634
#> 518 2.033531e-02 0.650268537
#> 519 -6.480029e-02 1.897799371
#> 520 -1.040528e-01 1.117246524
#> 521 -9.614179e-02 0.865797213
#> 522 -1.427771e-01 0.692628595
#> 523 -5.368158e-02 1.089299566
#> 524 -6.617615e-02 0.780889733
#> 525 -7.188806e-02 0.039442156
#> 526 1.440485e-05 1.995514895
#> 527 -6.491203e-02 0.077159132
#> 528 -1.081334e-01 0.824910170
#> 529 -9.176328e-02 0.569079610
#> 530 -1.033959e-01 0.612638937
#> 531 9.494557e-03 1.068154514
#> 532 -6.207050e-02 1.530161498
#> 533 -1.130852e-01 0.055283754
#> 534 -8.801560e-02 0.583669862
#> 535 -1.197920e-01 0.861763003
#> 536 -7.207752e-02 0.505098036
#> 537 -7.524738e-02 0.234923432
#> 538 5.066232e-03 0.698794324
#> 539 3.050051e+00 1.484652813
#> 540 4.854092e-01 1.072892169
#> 541 3.830448e-01 0.701138535
#> 542 5.591613e-01 0.642941048
#> 543 -1.201189e-01 0.228979442
#> 544 1.035898e-01 0.694510680
#> 545 -8.380238e-02 0.690707497
#> 546 7.204234e-02 0.831828835
#> 547 -3.839763e-02 1.456051343
#> 548 1.082709e-01 0.422980804
#> 549 -1.889227e-02 0.873576340
#> 550 -9.344368e-02 0.752076830
#> 551 -9.877324e-02 0.669575428
#> 552 5.721848e-02 0.865850442
#> 553 2.893582e-01 1.161715864
#> 554 3.600660e-02 1.259094354
#> 555 -4.758881e-02 0.960328697
#> 556 -9.595833e-02 0.749222924
#> 557 2.777701e-02 1.259408884
#> 558 -1.864156e-02 1.638010143
#> 559 -1.056741e-01 1.294644039
#> 560 -1.004306e-01 0.478782445
#> 561 -1.355056e-01 0.331695331
#> 562 3.119507e-01 0.935889094
#> 563 -8.903074e-03 2.252889966
#> 564 -9.223348e-02 1.346183766
#> 565 -1.006569e-01 0.778397897
#> 566 -4.654563e-02 0.635096896
#> 567 -3.165365e-04 0.354079163
#> 568 8.441829e-03 0.962099855
#> 569 5.297428e-01 1.134362500
#> 570 -4.503482e-02 1.042928982
#> 571 9.807258e-01 0.748803749
#> 572 5.649819e-01 2.123973830
#> 573 -6.425032e-02 1.031385831
#> 574 6.642005e-02 0.758984300
#> 575 -5.651554e-03 0.599641537
#> 576 4.921993e-01 1.988067465
#> 577 -1.177053e-01 0.962816503
#> 578 -1.581167e-02 1.310880566
#> 579 4.427409e-02 1.401156610
#> 580 1.735693e-01 1.075512413
#> 581 5.299281e-01 0.776038589
#> 582 -6.542631e-02 0.183815299
#> 583 1.442520e-01 3.898163160
#> 584 9.166087e-02 0.837267670
#> 585 -2.575637e-02 0.789038612
#> 586 -5.542486e-02 0.604822281
#> 587 -9.559155e-02 0.627229420
#> 588 1.021676e-01 2.006510215
#> 589 6.714384e-01 1.810774856
#> 590 -2.530425e-02 1.834658644
#> 591 -9.562191e-02 0.530890509
#> 592 1.492804e-01 1.446148208
#> 593 5.134927e-01 0.730868281
#> 594 3.305292e-01 1.272596023
#> 595 1.734700e-01 1.288851594
#> 596 -9.087303e-02 0.571143189
#> 597 -8.182204e-02 0.641902111
#> 598 -1.065788e-01 2.247477956
#> 599 -1.072657e-01 0.688351413
#> 600 -1.039020e-01 0.254752288
#> 601 -6.868008e-02 1.315411020
#> 602 -3.362040e-02 1.082662226
#> 603 -6.975064e-02 1.215959107
#> 604 1.207499e-01 0.544253890
#> 605 1.083651e-01 1.301377411
#> 606 -5.357695e-02 3.263503306
#> 607 -1.074402e-01 0.941640003
#> 608 -8.015572e-02 1.600033654
#> 609 -7.833723e-02 1.143775321
#> 610 -1.320783e-01 1.849107917
#> 611 -1.251390e-01 1.705250372
#>
#> $scoringCoef
#> x1 x2 x3 x4 x5 x6
#> Factor1 0.17122515 0.17167709 0.17121013 0.16969112 0.0001516377 -0.00838655
#> Factor2 -0.02088721 -0.01240016 0.01339039 0.02428247 0.4112424684 0.26953535
#> x7 x8 x9 x10
#> Factor1 -0.001352842 -0.0006715478 0.16296203 0.17190197
#> Factor2 0.206722283 0.3793074794 -0.01689853 -0.02894241
#>
#> $meanF
#> Factor1 Factor2
#> 2.580224e-17 7.995059e-17
#>
#> $corF
#> Factor1 Factor2
#> Factor1 1.000000e+00 -1.559954e-15
#> Factor2 -1.559954e-15 1.000000e+00
#>
#> $scoresMethod
#> [1] "regression"
#>
#> $n.obs
#> [1] 611
#>
#> $center
#> x1 x2 x3 x4 x5 x6
#> 1.679190e+09 3.252545e+08 1.439706e+08 1.071863e+08 1.904953e-01 2.906124e+00
#> x7 x8 x9 x10
#> 6.366363e+00 3.265233e+00 3.012056e+09 5.546872e+08
#>
#> $eigenvalues
#> [1] 5.7900498488 2.3189552681 1.0086871619 0.5741391921 0.1432389680
#> [6] 0.0991672355 0.0516167794 0.0094032935 0.0039695244 0.0007727282
#>
#> attr(,"class")
#> [1] "factorScorePca"
orderedFS=fsOrder(fsPca$scores); orderedFS
#> [[1]]
#> Factor1 Factor2
#> 338 2.389674e+01 -1.229303681
#> 379 3.259157e+00 -0.101410005
#> 539 3.050051e+00 1.484652813
#> 79 2.334763e+00 0.173082392
#> 571 9.807258e-01 0.748803749
#> 59 8.830250e-01 -0.893910449
#> 74 7.621726e-01 -0.925302803
#> 444 7.219354e-01 0.019175567
#> 589 6.714384e-01 1.810774856
#> 113 6.627497e-01 -0.783967006
#> 572 5.649819e-01 2.123973830
#> 542 5.591613e-01 0.642941048
#> 581 5.299281e-01 0.776038589
#> 569 5.297428e-01 1.134362500
#> 593 5.134927e-01 0.730868281
#> 576 4.921993e-01 1.988067465
#> 540 4.854092e-01 1.072892169
#> 129 3.956470e-01 -0.602174340
#> 541 3.830448e-01 0.701138535
#> 75 3.605263e-01 0.028563544
#> 490 3.547583e-01 1.564036158
#> 594 3.305292e-01 1.272596023
#> 237 3.233960e-01 0.547807741
#> 562 3.119507e-01 0.935889094
#> 424 3.008137e-01 1.155044757
#> 553 2.893582e-01 1.161715864
#> 492 2.887174e-01 -0.124129195
#> 307 2.885846e-01 -0.361096530
#> 285 2.581735e-01 0.910167214
#> 472 2.440195e-01 0.068543314
#> 303 2.405751e-01 0.019733317
#> 216 2.383230e-01 0.750089819
#> 504 2.246829e-01 0.211526095
#> 114 2.201612e-01 -0.332531797
#> 413 2.108761e-01 1.036649208
#> 82 1.911511e-01 -0.299968489
#> 580 1.735693e-01 1.075512413
#> 595 1.734700e-01 1.288851594
#> 56 1.652689e-01 -0.704407564
#> 345 1.641955e-01 -0.019350192
#> 230 1.584133e-01 0.484968305
#> 153 1.497535e-01 -0.399960989
#> 592 1.492804e-01 1.446148208
#> 288 1.490657e-01 -0.078198073
#> 583 1.442520e-01 3.898163160
#> 175 1.226562e-01 -0.007934430
#> 604 1.207499e-01 0.544253890
#> 605 1.083651e-01 1.301377411
#> 548 1.082709e-01 0.422980804
#> 544 1.035898e-01 0.694510680
#> 588 1.021676e-01 2.006510215
#> 584 9.166087e-02 0.837267670
#> 479 8.912579e-02 1.197665719
#> 295 8.751717e-02 0.862045140
#> 206 8.523304e-02 -0.078298889
#> 226 8.254483e-02 -0.156618098
#> 272 8.092895e-02 0.467869993
#> 343 7.864334e-02 0.308501168
#> 332 7.576977e-02 -0.110092077
#> 546 7.204234e-02 0.831828835
#> 449 7.123672e-02 0.368946771
#> 160 6.918949e-02 -0.002834825
#> 574 6.642005e-02 0.758984300
#> 399 6.641151e-02 0.537115840
#> 321 6.501655e-02 0.393155972
#> 467 6.174288e-02 1.171657011
#> 339 6.055157e-02 0.294078771
#> 552 5.721848e-02 0.865850442
#> 138 5.702214e-02 -0.143731581
#> 371 5.598894e-02 0.714492897
#> 471 5.437016e-02 0.877946612
#> 409 5.100245e-02 0.743589406
#> 478 4.978452e-02 0.664407454
#> 344 4.931215e-02 1.021202225
#> 448 4.839988e-02 0.465082710
#> 415 4.688066e-02 0.144004497
#> 579 4.427409e-02 1.401156610
#> 309 4.026669e-02 0.295260806
#> 254 4.007350e-02 0.333112487
#> 554 3.600660e-02 1.259094354
#> 384 3.465890e-02 -0.033324193
#> 145 3.323594e-02 -0.276794940
#> 557 2.777701e-02 1.259408884
#> 293 2.530751e-02 0.078210441
#> 225 2.102464e-02 0.127550023
#> 518 2.033531e-02 0.650268537
#> 463 1.902636e-02 1.066358635
#> 253 1.684041e-02 0.015483121
#> 365 1.646310e-02 0.021276909
#> 213 1.510835e-02 0.036674709
#> 495 1.420886e-02 0.800653526
#> 287 1.419434e-02 0.472808335
#> 44 1.392604e-02 -0.714606352
#> 57 1.322257e-02 -0.897515439
#> 531 9.494557e-03 1.068154514
#> 94 8.974033e-03 -0.644413571
#> 182 8.850255e-03 0.155499343
#> 568 8.441829e-03 0.962099855
#> 418 5.334868e-03 0.761322171
#> 538 5.066232e-03 0.698794324
#> 176 4.935833e-03 0.079359167
#> 174 4.098650e-03 0.162125514
#> 166 3.444059e-03 -0.133769044
#> 320 2.978169e-03 0.632299726
#> 526 1.440485e-05 1.995514895
#> 567 -3.165365e-04 0.354079163
#> 459 -3.794455e-03 0.970967451
#> 377 -4.245307e-03 1.539317349
#> 417 -4.872864e-03 0.403398346
#> 575 -5.651554e-03 0.599641537
#> 87 -6.175348e-03 -0.137818467
#> 156 -7.923328e-03 -0.409555215
#> 563 -8.903074e-03 2.252889966
#> 503 -1.234215e-02 0.809089188
#> 394 -1.298416e-02 0.323065716
#> 260 -1.384406e-02 -0.325057628
#> 578 -1.581167e-02 1.310880566
#> 406 -1.588241e-02 -0.084983099
#> 341 -1.690959e-02 0.921026105
#> 462 -1.842012e-02 0.366078461
#> 558 -1.864156e-02 1.638010143
#> 549 -1.889227e-02 0.873576340
#> 340 -1.902759e-02 0.150213074
#> 372 -1.910027e-02 0.122870212
#> 290 -2.067462e-02 -0.022656520
#> 276 -2.346998e-02 -0.204407133
#> 278 -2.386839e-02 0.162443061
#> 391 -2.390717e-02 0.077496800
#> 190 -2.411332e-02 -0.122304284
#> 188 -2.458950e-02 0.088281386
#> 590 -2.530425e-02 1.834658644
#> 585 -2.575637e-02 0.789038612
#> 283 -2.603839e-02 -0.157210199
#> 357 -2.689220e-02 0.149741913
#> 193 -2.771145e-02 -0.403342738
#> 222 -2.802711e-02 -0.292393349
#> 42 -2.874764e-02 -0.427021633
#> 437 -2.949041e-02 1.066803765
#> 350 -2.997634e-02 0.509011544
#> 322 -3.136637e-02 -0.409902202
#> 378 -3.176215e-02 0.162173358
#> 366 -3.289241e-02 0.637952238
#> 602 -3.362040e-02 1.082662226
#> 220 -3.509393e-02 0.237541509
#> 141 -3.511885e-02 -0.325392219
#> 108 -3.538270e-02 -0.378480206
#> 382 -3.546746e-02 0.390186947
#> 489 -3.684837e-02 0.996691397
#> 302 -3.689056e-02 0.603294629
#> 481 -3.779764e-02 0.141538152
#> 547 -3.839763e-02 1.456051343
#> 53 -3.849310e-02 -0.577288346
#> 140 -3.916633e-02 -0.667046726
#> 66 -3.980957e-02 -0.483644188
#> 370 -4.081818e-02 0.316111103
#> 375 -4.263708e-02 0.363649741
#> 356 -4.288610e-02 0.886320555
#> 510 -4.444845e-02 0.749584060
#> 266 -4.493758e-02 -0.213657387
#> 570 -4.503482e-02 1.042928982
#> 483 -4.616968e-02 0.514985815
#> 300 -4.632951e-02 -0.182309737
#> 566 -4.654563e-02 0.635096896
#> 319 -4.687962e-02 0.336700551
#> 192 -4.715574e-02 -0.071329171
#> 513 -4.737003e-02 0.155186146
#> 187 -4.752621e-02 -0.278502570
#> 555 -4.758881e-02 0.960328697
#> 420 -4.857389e-02 -0.102874126
#> 326 -4.958924e-02 0.046404934
#> 419 -5.010685e-02 0.467761335
#> 324 -5.030915e-02 0.129633205
#> 407 -5.072923e-02 0.166010086
#> 451 -5.088348e-02 0.979429116
#> 117 -5.172589e-02 0.220726572
#> 163 -5.191669e-02 -0.209837998
#> 221 -5.254541e-02 -0.166115307
#> 482 -5.259075e-02 0.790669645
#> 271 -5.352387e-02 0.294875708
#> 606 -5.357695e-02 3.263503306
#> 523 -5.368158e-02 1.089299566
#> 447 -5.395658e-02 0.559130517
#> 308 -5.437482e-02 0.455704297
#> 586 -5.542486e-02 0.604822281
#> 517 -5.780805e-02 0.583879634
#> 502 -5.791207e-02 0.906897614
#> 275 -5.810359e-02 -0.072693363
#> 475 -5.847864e-02 0.395235066
#> 498 -5.881197e-02 0.738987924
#> 395 -5.994674e-02 -0.093401848
#> 184 -6.009910e-02 -0.145510145
#> 169 -6.089942e-02 0.031333503
#> 124 -6.096781e-02 -0.144714397
#> 63 -6.153890e-02 -0.879277174
#> 240 -6.175974e-02 0.034414437
#> 532 -6.207050e-02 1.530161498
#> 139 -6.274739e-02 -0.214840347
#> 136 -6.341631e-02 -0.568312479
#> 346 -6.402503e-02 -0.409692554
#> 573 -6.425032e-02 1.031385831
#> 519 -6.480029e-02 1.897799371
#> 527 -6.491203e-02 0.077159132
#> 97 -6.528285e-02 0.162251789
#> 582 -6.542631e-02 0.183815299
#> 353 -6.547051e-02 -0.091714142
#> 328 -6.607229e-02 0.319555346
#> 524 -6.617615e-02 0.780889733
#> 361 -6.680949e-02 0.136767155
#> 314 -6.682986e-02 0.491513662
#> 306 -6.700154e-02 -0.025591330
#> 233 -6.835187e-02 0.091587614
#> 442 -6.844458e-02 0.536399063
#> 601 -6.868008e-02 1.315411020
#> 311 -6.868359e-02 -0.119573136
#> 331 -6.922546e-02 0.286926369
#> 84 -6.961500e-02 -0.591615479
#> 603 -6.975064e-02 1.215959107
#> 398 -6.977782e-02 -0.186336908
#> 198 -7.086980e-02 0.533592690
#> 426 -7.094605e-02 0.661208932
#> 374 -7.119482e-02 1.716547913
#> 228 -7.135189e-02 -0.329597829
#> 525 -7.188806e-02 0.039442156
#> 144 -7.203927e-02 -0.141652376
#> 536 -7.207752e-02 0.505098036
#> 383 -7.248849e-02 -0.014795160
#> 452 -7.252980e-02 -0.150712671
#> 284 -7.393122e-02 -0.077413358
#> 143 -7.514682e-02 -0.370672403
#> 537 -7.524738e-02 0.234923432
#> 491 -7.622568e-02 0.174640794
#> 243 -7.683981e-02 -0.137135560
#> 105 -7.707381e-02 -0.767840794
#> 289 -7.745228e-02 0.018440139
#> 148 -7.769902e-02 0.277190338
#> 609 -7.833723e-02 1.143775321
#> 269 -7.868630e-02 -0.122769841
#> 102 -7.874074e-02 -0.826095262
#> 425 -7.901924e-02 0.167162065
#> 514 -7.915728e-02 -0.024595757
#> 333 -7.983738e-02 0.406943828
#> 422 -7.996592e-02 -0.091932879
#> 608 -8.015572e-02 1.600033654
#> 299 -8.019848e-02 -0.156259182
#> 515 -8.032226e-02 0.427058627
#> 173 -8.042214e-02 -0.616474673
#> 512 -8.138947e-02 0.194458091
#> 438 -8.179488e-02 0.333894180
#> 597 -8.182204e-02 0.641902111
#> 387 -8.221125e-02 0.163109410
#> 107 -8.228696e-02 -0.534000217
#> 61 -8.237417e-02 -0.777048140
#> 150 -8.288749e-02 -0.095664571
#> 545 -8.380238e-02 0.690707497
#> 162 -8.397076e-02 -0.247336957
#> 257 -8.406956e-02 -0.183522375
#> 92 -8.409746e-02 -2.297051680
#> 100 -8.414339e-02 -0.669925934
#> 103 -8.473624e-02 -0.736376102
#> 351 -8.505199e-02 -0.067866079
#> 500 -8.585928e-02 0.763008896
#> 329 -8.603984e-02 0.312706203
#> 207 -8.613211e-02 -0.342238470
#> 132 -8.660562e-02 -0.143240688
#> 499 -8.694054e-02 0.655423117
#> 400 -8.726016e-02 0.152357356
#> 373 -8.738651e-02 -0.084919007
#> 180 -8.750782e-02 -0.306461573
#> 96 -8.765212e-02 -0.980075108
#> 354 -8.773088e-02 0.661742200
#> 534 -8.801560e-02 0.583669862
#> 355 -8.844273e-02 -0.251464445
#> 446 -8.914250e-02 0.220161567
#> 435 -8.941962e-02 1.008148096
#> 325 -8.982273e-02 0.075424007
#> 217 -9.003175e-02 -0.293516863
#> 464 -9.003325e-02 0.144233128
#> 453 -9.029436e-02 -0.150303772
#> 364 -9.043280e-02 0.647984109
#> 245 -9.044687e-02 0.596467003
#> 200 -9.083638e-02 -0.276916659
#> 596 -9.087303e-02 0.571143189
#> 205 -9.087952e-02 -0.500436179
#> 358 -9.117443e-02 0.321157522
#> 273 -9.143511e-02 -0.479723640
#> 529 -9.176328e-02 0.569079610
#> 368 -9.205661e-02 -0.054471022
#> 564 -9.223348e-02 1.346183766
#> 65 -9.320033e-02 -0.678012481
#> 263 -9.332787e-02 0.048324831
#> 234 -9.335572e-02 -0.283395447
#> 550 -9.344368e-02 0.752076830
#> 401 -9.348558e-02 0.549652812
#> 509 -9.367923e-02 0.232430429
#> 111 -9.381098e-02 -0.527454260
#> 402 -9.427061e-02 0.318797673
#> 232 -9.433564e-02 0.044630097
#> 72 -9.466914e-02 -0.530227689
#> 389 -9.558721e-02 -0.053702518
#> 587 -9.559155e-02 0.627229420
#> 591 -9.562191e-02 0.530890509
#> 122 -9.571889e-02 -0.488239852
#> 487 -9.575461e-02 0.497246381
#> 131 -9.587986e-02 0.022632364
#> 474 -9.591861e-02 0.149600486
#> 556 -9.595833e-02 0.749222924
#> 521 -9.614179e-02 0.865797213
#> 323 -9.618055e-02 0.664335853
#> 93 -9.619934e-02 -0.411968937
#> 51 -9.684450e-02 -0.853609288
#> 185 -9.712726e-02 -0.265014326
#> 493 -9.752027e-02 0.305417153
#> 70 -9.754972e-02 -0.521734620
#> 352 -9.759649e-02 -0.137638798
#> 161 -9.759709e-02 -0.328798984
#> 197 -9.776248e-02 -0.231294913
#> 445 -9.812406e-02 0.375126449
#> 315 -9.831269e-02 0.267907783
#> 380 -9.875922e-02 0.094135470
#> 551 -9.877324e-02 0.669575428
#> 301 -9.895387e-02 -0.393990169
#> 165 -9.922097e-02 -0.282481054
#> 508 -9.956136e-02 1.200340447
#> 171 -9.967122e-02 -0.205516756
#> 455 -9.979869e-02 0.546968688
#> 47 -9.987343e-02 -0.820545711
#> 485 -1.000789e-01 0.162634001
#> 134 -1.001683e-01 -0.494323317
#> 560 -1.004306e-01 0.478782445
#> 565 -1.006569e-01 0.778397897
#> 247 -1.010226e-01 0.167867734
#> 202 -1.012376e-01 0.273873644
#> 470 -1.013370e-01 0.195213747
#> 40 -1.024860e-01 -1.070246968
#> 170 -1.027806e-01 -0.129430285
#> 211 -1.029835e-01 -0.420792992
#> 246 -1.030000e-01 -0.158551194
#> 530 -1.033959e-01 0.612638937
#> 318 -1.035860e-01 -0.382221282
#> 392 -1.038248e-01 -0.048359790
#> 600 -1.039020e-01 0.254752288
#> 520 -1.040528e-01 1.117246524
#> 297 -1.042341e-01 -0.489719598
#> 83 -1.046164e-01 -0.759543530
#> 281 -1.046248e-01 -0.091485636
#> 414 -1.047511e-01 0.103386453
#> 62 -1.048141e-01 -0.782247388
#> 152 -1.048938e-01 -0.459966801
#> 282 -1.053444e-01 -0.273417797
#> 440 -1.055226e-01 0.749426559
#> 46 -1.055244e-01 -0.678526470
#> 312 -1.056642e-01 -0.244476853
#> 559 -1.056741e-01 1.294644039
#> 133 -1.058073e-01 -0.312493641
#> 473 -1.059153e-01 1.247567380
#> 104 -1.060630e-01 -0.940828489
#> 195 -1.060693e-01 -0.422435319
#> 110 -1.060867e-01 -0.454042145
#> 598 -1.065788e-01 2.247477956
#> 101 -1.066330e-01 -0.628069327
#> 599 -1.072657e-01 0.688351413
#> 607 -1.074402e-01 0.941640003
#> 208 -1.075000e-01 -0.183082004
#> 310 -1.077109e-01 0.171811285
#> 317 -1.078081e-01 -0.102567262
#> 201 -1.078174e-01 -0.395418560
#> 461 -1.078725e-01 -0.110664169
#> 236 -1.078743e-01 0.083672432
#> 528 -1.081334e-01 0.824910170
#> 506 -1.082093e-01 0.532102646
#> 376 -1.085357e-01 0.385274786
#> 348 -1.089423e-01 0.307621062
#> 416 -1.090504e-01 0.234750807
#> 268 -1.092382e-01 -0.444653165
#> 436 -1.092944e-01 0.483427513
#> 342 -1.094799e-01 0.213239752
#> 396 -1.098203e-01 0.546081057
#> 81 -1.103633e-01 -0.522059846
#> 327 -1.104828e-01 0.050673262
#> 214 -1.106511e-01 -0.376250367
#> 430 -1.106754e-01 0.744684387
#> 304 -1.107070e-01 0.064491546
#> 274 -1.109390e-01 -0.464236831
#> 54 -1.111086e-01 -0.542459613
#> 516 -1.112645e-01 0.653700401
#> 286 -1.114537e-01 0.227038235
#> 291 -1.118736e-01 0.458220003
#> 454 -1.118824e-01 2.129091957
#> 360 -1.118852e-01 -0.459870859
#> 210 -1.119170e-01 0.034023867
#> 149 -1.119234e-01 -0.098511488
#> 203 -1.121714e-01 0.075878560
#> 458 -1.123430e-01 0.204134895
#> 238 -1.124966e-01 -0.035597330
#> 494 -1.125330e-01 0.518189633
#> 265 -1.127033e-01 -0.186320570
#> 191 -1.127843e-01 -0.444159489
#> 533 -1.130852e-01 0.055283754
#> 224 -1.133531e-01 -0.160494008
#> 267 -1.136006e-01 -0.009279834
#> 441 -1.136039e-01 -0.027015873
#> 158 -1.138028e-01 -0.037757383
#> 142 -1.138376e-01 -0.374982275
#> 511 -1.139515e-01 0.444768104
#> 496 -1.143336e-01 0.092166142
#> 186 -1.145112e-01 -0.440573382
#> 405 -1.148913e-01 0.081559731
#> 296 -1.149315e-01 -0.383446839
#> 431 -1.149546e-01 -0.217640181
#> 229 -1.151848e-01 -0.245971499
#> 194 -1.152567e-01 -0.190508161
#> 330 -1.156617e-01 0.745796666
#> 121 -1.157299e-01 -0.562088963
#> 427 -1.159275e-01 0.095829041
#> 71 -1.160058e-01 -0.872340379
#> 412 -1.161216e-01 1.001867865
#> 164 -1.161426e-01 -0.404362391
#> 189 -1.163822e-01 -0.253973577
#> 433 -1.166215e-01 0.176602205
#> 199 -1.168436e-01 -0.122987344
#> 408 -1.168968e-01 0.016011068
#> 480 -1.170556e-01 0.820187311
#> 505 -1.171222e-01 -0.117893919
#> 393 -1.173975e-01 -0.021357940
#> 146 -1.174657e-01 -0.247637190
#> 429 -1.175266e-01 -0.238570827
#> 577 -1.177053e-01 0.962816503
#> 159 -1.177613e-01 -0.512242218
#> 137 -1.178805e-01 -0.193599553
#> 242 -1.182251e-01 -0.001394482
#> 227 -1.182333e-01 -0.519757356
#> 305 -1.184152e-01 -0.046551853
#> 120 -1.184207e-01 -0.377060991
#> 460 -1.186985e-01 0.528885916
#> 168 -1.187392e-01 -0.556546263
#> 60 -1.187836e-01 -0.816838607
#> 125 -1.188934e-01 -0.484860878
#> 172 -1.190664e-01 -0.005982868
#> 363 -1.190795e-01 0.360640825
#> 349 -1.193887e-01 0.271909378
#> 535 -1.197920e-01 0.861763003
#> 255 -1.198381e-01 -0.160457416
#> 410 -1.199120e-01 0.764232169
#> 543 -1.201189e-01 0.228979442
#> 86 -1.201476e-01 -0.659329525
#> 219 -1.207849e-01 -0.004745901
#> 457 -1.209505e-01 -0.182257871
#> 270 -1.209871e-01 0.277108937
#> 428 -1.212416e-01 0.955430987
#> 385 -1.214325e-01 0.079601268
#> 362 -1.215268e-01 0.375156623
#> 45 -1.219326e-01 -0.692824672
#> 298 -1.219742e-01 -0.225763724
#> 434 -1.224440e-01 0.291755771
#> 48 -1.224491e-01 -0.900275824
#> 157 -1.228907e-01 -0.466420424
#> 259 -1.229240e-01 0.298680952
#> 261 -1.231326e-01 0.172613379
#> 497 -1.231945e-01 0.466586934
#> 196 -1.232014e-01 -0.522961411
#> 450 -1.235634e-01 0.293459230
#> 88 -1.239974e-01 -0.667500205
#> 404 -1.241300e-01 -0.329348206
#> 239 -1.242279e-01 -0.196087483
#> 423 -1.242648e-01 0.704845751
#> 177 -1.244777e-01 -0.342607624
#> 91 -1.245961e-01 -0.538274193
#> 477 -1.248600e-01 0.425852076
#> 32 -1.251107e-01 -1.852237680
#> 611 -1.251390e-01 1.705250372
#> 507 -1.252662e-01 -0.164156473
#> 335 -1.253160e-01 0.262450295
#> 109 -1.254709e-01 -0.433284423
#> 126 -1.256559e-01 -0.388494768
#> 486 -1.257069e-01 2.503726238
#> 476 -1.257831e-01 0.315211075
#> 262 -1.258817e-01 -0.447980346
#> 223 -1.259965e-01 -0.136211596
#> 167 -1.264178e-01 -0.167498282
#> 279 -1.266187e-01 -0.420629250
#> 127 -1.266494e-01 -0.628045724
#> 73 -1.267002e-01 -1.011264500
#> 135 -1.268752e-01 -0.680419286
#> 292 -1.270679e-01 0.319487334
#> 421 -1.271516e-01 0.079383819
#> 123 -1.271553e-01 -0.472600422
#> 241 -1.272726e-01 -0.559608033
#> 403 -1.273842e-01 0.182938912
#> 218 -1.277089e-01 -0.048332115
#> 484 -1.279578e-01 0.224857479
#> 443 -1.282159e-01 -0.036232683
#> 369 -1.288215e-01 0.186953301
#> 334 -1.295600e-01 0.282284100
#> 439 -1.296353e-01 0.162506688
#> 35 -1.298339e-01 -1.193449788
#> 235 -1.298918e-01 0.275739216
#> 179 -1.301573e-01 -0.143369826
#> 501 -1.303518e-01 0.128367829
#> 465 -1.303649e-01 0.509299315
#> 264 -1.304774e-01 -0.484829673
#> 119 -1.307498e-01 -0.726007127
#> 116 -1.308060e-01 -0.333878164
#> 55 -1.310137e-01 -0.749999962
#> 488 -1.310252e-01 0.922981170
#> 411 -1.310339e-01 0.156120710
#> 19 -1.311105e-01 -2.129288001
#> 388 -1.313652e-01 -0.001041108
#> 204 -1.314606e-01 -0.226283070
#> 98 -1.314665e-01 -0.802726399
#> 89 -1.317718e-01 -0.841743911
#> 381 -1.319789e-01 0.722420469
#> 347 -1.320028e-01 0.117322584
#> 147 -1.320091e-01 -0.289211089
#> 115 -1.320614e-01 -0.819287579
#> 610 -1.320783e-01 1.849107917
#> 215 -1.320929e-01 -0.205395234
#> 130 -1.321062e-01 -0.250412619
#> 155 -1.322389e-01 0.276790462
#> 212 -1.322809e-01 -0.442211937
#> 112 -1.324127e-01 -0.618897986
#> 52 -1.325418e-01 -0.857943421
#> 244 -1.326004e-01 -0.208881127
#> 50 -1.328078e-01 -0.822348909
#> 386 -1.328524e-01 0.411987654
#> 58 -1.332818e-01 -0.581664143
#> 118 -1.334037e-01 -0.434141631
#> 41 -1.335405e-01 -1.096268165
#> 249 -1.337033e-01 -0.079332560
#> 397 -1.337753e-01 1.155409707
#> 183 -1.339306e-01 -0.537416194
#> 280 -1.342638e-01 -0.007965081
#> 367 -1.343001e-01 0.319673661
#> 95 -1.343479e-01 -0.703944111
#> 90 -1.345571e-01 -0.851447469
#> 251 -1.346643e-01 -0.537451873
#> 64 -1.349657e-01 -0.758826827
#> 316 -1.352379e-01 0.010317967
#> 231 -1.352676e-01 0.385819621
#> 561 -1.355056e-01 0.331695331
#> 43 -1.357416e-01 -1.001899520
#> 178 -1.360348e-01 -0.261240487
#> 390 -1.361250e-01 0.173617925
#> 49 -1.361519e-01 -0.189980667
#> 248 -1.364728e-01 -0.023827907
#> 67 -1.374188e-01 -0.810850588
#> 209 -1.374349e-01 -0.007780306
#> 68 -1.377868e-01 -0.783782803
#> 85 -1.380815e-01 -0.898751337
#> 250 -1.385490e-01 -0.143620031
#> 468 -1.386492e-01 1.018681527
#> 36 -1.389689e-01 -1.247948631
#> 128 -1.390007e-01 -0.710766525
#> 466 -1.391292e-01 0.725878993
#> 37 -1.391849e-01 -1.480990964
#> 469 -1.397769e-01 1.443448456
#> 359 -1.398758e-01 0.180876894
#> 181 -1.401064e-01 -0.040864885
#> 76 -1.405925e-01 -0.851206934
#> 256 -1.406797e-01 -0.325916476
#> 99 -1.409833e-01 -0.814043379
#> 456 -1.415352e-01 0.278271315
#> 38 -1.420172e-01 -1.377621546
#> 20 -1.422608e-01 -2.072237199
#> 336 -1.424083e-01 0.515904879
#> 522 -1.427771e-01 0.692628595
#> 106 -1.428479e-01 -0.398502655
#> 34 -1.433893e-01 -1.319327370
#> 151 -1.434479e-01 0.124759385
#> 80 -1.434937e-01 -0.266486958
#> 78 -1.437034e-01 -0.827804637
#> 432 -1.440611e-01 0.440826605
#> 294 -1.443456e-01 0.081691047
#> 31 -1.446821e-01 -1.858083818
#> 258 -1.447710e-01 0.186625021
#> 2 -1.456487e-01 -3.464717456
#> 28 -1.465570e-01 -1.964111949
#> 77 -1.466037e-01 -0.514991126
#> 313 -1.467546e-01 0.882649248
#> 29 -1.476963e-01 -1.610528915
#> 24 -1.481493e-01 -2.434010707
#> 154 -1.481914e-01 0.315758060
#> 69 -1.493788e-01 -0.173329228
#> 13 -1.510262e-01 -2.818374959
#> 11 -1.513386e-01 -2.838850620
#> 337 -1.520371e-01 3.681513499
#> 277 -1.523955e-01 0.663499952
#> 9 -1.533491e-01 -3.285587393
#> 30 -1.550552e-01 -1.440698411
#> 23 -1.561937e-01 -2.120779866
#> 39 -1.567545e-01 -0.789628714
#> 16 -1.573203e-01 -2.514850618
#> 252 -1.581246e-01 0.557140224
#> 22 -1.588979e-01 -2.289897064
#> 33 -1.617153e-01 -1.380173795
#> 14 -1.626230e-01 -2.878305221
#> 21 -1.637352e-01 -2.528128793
#> 10 -1.638305e-01 -3.965385663
#> 18 -1.698394e-01 -2.972721628
#> 1 -1.699858e-01 -4.375026057
#> 4 -1.706501e-01 -3.671691917
#> 15 -1.711379e-01 -2.903302047
#> 25 -1.711949e-01 -2.516587483
#> 26 -1.739110e-01 -2.320519125
#> 6 -1.783264e-01 -4.579283183
#> 7 -1.870716e-01 -3.438303504
#> 27 -1.903913e-01 -2.525406720
#> 12 -1.938650e-01 -4.444923075
#> 8 -1.982348e-01 -5.396957302
#> 3 -2.113478e-01 -4.220859598
#> 17 -2.192700e-01 -2.796501002
#> 5 -2.194292e-01 -4.252586052
#>
#> [[2]]
#> Factor1 Factor2
#> 583 1.442520e-01 3.898163160
#> 337 -1.520371e-01 3.681513499
#> 606 -5.357695e-02 3.263503306
#> 486 -1.257069e-01 2.503726238
#> 563 -8.903074e-03 2.252889966
#> 598 -1.065788e-01 2.247477956
#> 454 -1.118824e-01 2.129091957
#> 572 5.649819e-01 2.123973830
#> 588 1.021676e-01 2.006510215
#> 526 1.440485e-05 1.995514895
#> 576 4.921993e-01 1.988067465
#> 519 -6.480029e-02 1.897799371
#> 610 -1.320783e-01 1.849107917
#> 590 -2.530425e-02 1.834658644
#> 589 6.714384e-01 1.810774856
#> 374 -7.119482e-02 1.716547913
#> 611 -1.251390e-01 1.705250372
#> 558 -1.864156e-02 1.638010143
#> 608 -8.015572e-02 1.600033654
#> 490 3.547583e-01 1.564036158
#> 377 -4.245307e-03 1.539317349
#> 532 -6.207050e-02 1.530161498
#> 539 3.050051e+00 1.484652813
#> 547 -3.839763e-02 1.456051343
#> 592 1.492804e-01 1.446148208
#> 469 -1.397769e-01 1.443448456
#> 579 4.427409e-02 1.401156610
#> 564 -9.223348e-02 1.346183766
#> 601 -6.868008e-02 1.315411020
#> 578 -1.581167e-02 1.310880566
#> 605 1.083651e-01 1.301377411
#> 559 -1.056741e-01 1.294644039
#> 595 1.734700e-01 1.288851594
#> 594 3.305292e-01 1.272596023
#> 557 2.777701e-02 1.259408884
#> 554 3.600660e-02 1.259094354
#> 473 -1.059153e-01 1.247567380
#> 603 -6.975064e-02 1.215959107
#> 508 -9.956136e-02 1.200340447
#> 479 8.912579e-02 1.197665719
#> 467 6.174288e-02 1.171657011
#> 553 2.893582e-01 1.161715864
#> 397 -1.337753e-01 1.155409707
#> 424 3.008137e-01 1.155044757
#> 609 -7.833723e-02 1.143775321
#> 569 5.297428e-01 1.134362500
#> 520 -1.040528e-01 1.117246524
#> 523 -5.368158e-02 1.089299566
#> 602 -3.362040e-02 1.082662226
#> 580 1.735693e-01 1.075512413
#> 540 4.854092e-01 1.072892169
#> 531 9.494557e-03 1.068154514
#> 437 -2.949041e-02 1.066803765
#> 463 1.902636e-02 1.066358635
#> 570 -4.503482e-02 1.042928982
#> 413 2.108761e-01 1.036649208
#> 573 -6.425032e-02 1.031385831
#> 344 4.931215e-02 1.021202225
#> 468 -1.386492e-01 1.018681527
#> 435 -8.941962e-02 1.008148096
#> 412 -1.161216e-01 1.001867865
#> 489 -3.684837e-02 0.996691397
#> 451 -5.088348e-02 0.979429116
#> 459 -3.794455e-03 0.970967451
#> 577 -1.177053e-01 0.962816503
#> 568 8.441829e-03 0.962099855
#> 555 -4.758881e-02 0.960328697
#> 428 -1.212416e-01 0.955430987
#> 607 -1.074402e-01 0.941640003
#> 562 3.119507e-01 0.935889094
#> 488 -1.310252e-01 0.922981170
#> 341 -1.690959e-02 0.921026105
#> 285 2.581735e-01 0.910167214
#> 502 -5.791207e-02 0.906897614
#> 356 -4.288610e-02 0.886320555
#> 313 -1.467546e-01 0.882649248
#> 471 5.437016e-02 0.877946612
#> 549 -1.889227e-02 0.873576340
#> 552 5.721848e-02 0.865850442
#> 521 -9.614179e-02 0.865797213
#> 295 8.751717e-02 0.862045140
#> 535 -1.197920e-01 0.861763003
#> 584 9.166087e-02 0.837267670
#> 546 7.204234e-02 0.831828835
#> 528 -1.081334e-01 0.824910170
#> 480 -1.170556e-01 0.820187311
#> 503 -1.234215e-02 0.809089188
#> 495 1.420886e-02 0.800653526
#> 482 -5.259075e-02 0.790669645
#> 585 -2.575637e-02 0.789038612
#> 524 -6.617615e-02 0.780889733
#> 565 -1.006569e-01 0.778397897
#> 581 5.299281e-01 0.776038589
#> 410 -1.199120e-01 0.764232169
#> 500 -8.585928e-02 0.763008896
#> 418 5.334868e-03 0.761322171
#> 574 6.642005e-02 0.758984300
#> 550 -9.344368e-02 0.752076830
#> 216 2.383230e-01 0.750089819
#> 510 -4.444845e-02 0.749584060
#> 440 -1.055226e-01 0.749426559
#> 556 -9.595833e-02 0.749222924
#> 571 9.807258e-01 0.748803749
#> 330 -1.156617e-01 0.745796666
#> 430 -1.106754e-01 0.744684387
#> 409 5.100245e-02 0.743589406
#> 498 -5.881197e-02 0.738987924
#> 593 5.134927e-01 0.730868281
#> 466 -1.391292e-01 0.725878993
#> 381 -1.319789e-01 0.722420469
#> 371 5.598894e-02 0.714492897
#> 423 -1.242648e-01 0.704845751
#> 541 3.830448e-01 0.701138535
#> 538 5.066232e-03 0.698794324
#> 544 1.035898e-01 0.694510680
#> 522 -1.427771e-01 0.692628595
#> 545 -8.380238e-02 0.690707497
#> 599 -1.072657e-01 0.688351413
#> 551 -9.877324e-02 0.669575428
#> 478 4.978452e-02 0.664407454
#> 323 -9.618055e-02 0.664335853
#> 277 -1.523955e-01 0.663499952
#> 354 -8.773088e-02 0.661742200
#> 426 -7.094605e-02 0.661208932
#> 499 -8.694054e-02 0.655423117
#> 516 -1.112645e-01 0.653700401
#> 518 2.033531e-02 0.650268537
#> 364 -9.043280e-02 0.647984109
#> 542 5.591613e-01 0.642941048
#> 597 -8.182204e-02 0.641902111
#> 366 -3.289241e-02 0.637952238
#> 566 -4.654563e-02 0.635096896
#> 320 2.978169e-03 0.632299726
#> 587 -9.559155e-02 0.627229420
#> 530 -1.033959e-01 0.612638937
#> 586 -5.542486e-02 0.604822281
#> 302 -3.689056e-02 0.603294629
#> 575 -5.651554e-03 0.599641537
#> 245 -9.044687e-02 0.596467003
#> 517 -5.780805e-02 0.583879634
#> 534 -8.801560e-02 0.583669862
#> 596 -9.087303e-02 0.571143189
#> 529 -9.176328e-02 0.569079610
#> 447 -5.395658e-02 0.559130517
#> 252 -1.581246e-01 0.557140224
#> 401 -9.348558e-02 0.549652812
#> 237 3.233960e-01 0.547807741
#> 455 -9.979869e-02 0.546968688
#> 396 -1.098203e-01 0.546081057
#> 604 1.207499e-01 0.544253890
#> 399 6.641151e-02 0.537115840
#> 442 -6.844458e-02 0.536399063
#> 198 -7.086980e-02 0.533592690
#> 506 -1.082093e-01 0.532102646
#> 591 -9.562191e-02 0.530890509
#> 460 -1.186985e-01 0.528885916
#> 494 -1.125330e-01 0.518189633
#> 336 -1.424083e-01 0.515904879
#> 483 -4.616968e-02 0.514985815
#> 465 -1.303649e-01 0.509299315
#> 350 -2.997634e-02 0.509011544
#> 536 -7.207752e-02 0.505098036
#> 487 -9.575461e-02 0.497246381
#> 314 -6.682986e-02 0.491513662
#> 230 1.584133e-01 0.484968305
#> 436 -1.092944e-01 0.483427513
#> 560 -1.004306e-01 0.478782445
#> 287 1.419434e-02 0.472808335
#> 272 8.092895e-02 0.467869993
#> 419 -5.010685e-02 0.467761335
#> 497 -1.231945e-01 0.466586934
#> 448 4.839988e-02 0.465082710
#> 291 -1.118736e-01 0.458220003
#> 308 -5.437482e-02 0.455704297
#> 511 -1.139515e-01 0.444768104
#> 432 -1.440611e-01 0.440826605
#> 515 -8.032226e-02 0.427058627
#> 477 -1.248600e-01 0.425852076
#> 548 1.082709e-01 0.422980804
#> 386 -1.328524e-01 0.411987654
#> 333 -7.983738e-02 0.406943828
#> 417 -4.872864e-03 0.403398346
#> 475 -5.847864e-02 0.395235066
#> 321 6.501655e-02 0.393155972
#> 382 -3.546746e-02 0.390186947
#> 231 -1.352676e-01 0.385819621
#> 376 -1.085357e-01 0.385274786
#> 362 -1.215268e-01 0.375156623
#> 445 -9.812406e-02 0.375126449
#> 449 7.123672e-02 0.368946771
#> 462 -1.842012e-02 0.366078461
#> 375 -4.263708e-02 0.363649741
#> 363 -1.190795e-01 0.360640825
#> 567 -3.165365e-04 0.354079163
#> 319 -4.687962e-02 0.336700551
#> 438 -8.179488e-02 0.333894180
#> 254 4.007350e-02 0.333112487
#> 561 -1.355056e-01 0.331695331
#> 394 -1.298416e-02 0.323065716
#> 358 -9.117443e-02 0.321157522
#> 367 -1.343001e-01 0.319673661
#> 328 -6.607229e-02 0.319555346
#> 292 -1.270679e-01 0.319487334
#> 402 -9.427061e-02 0.318797673
#> 370 -4.081818e-02 0.316111103
#> 154 -1.481914e-01 0.315758060
#> 476 -1.257831e-01 0.315211075
#> 329 -8.603984e-02 0.312706203
#> 343 7.864334e-02 0.308501168
#> 348 -1.089423e-01 0.307621062
#> 493 -9.752027e-02 0.305417153
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#> 8 -1.982348e-01 -5.396957302
#>