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See Details for the different behaviors implemented.

Usage

get_ldk(Coo)

Arguments

Coo

an Out, Opn or Ldk object

Value

a list of shapes

Details

Different behaviors depending on the class of the object:

  • Ldk: retrieves landmarks.

  • Ldk with slidings defined: retrieves only the fixed landmarks, not the sliding ones. See also get_slidings.

  • Out landmarks from $ldk and $coo, if any.

  • Opn: same as above.

See also

Other ldk/slidings methods: add_ldk(), def_ldk(), def_slidings(), get_slidings(), rearrange_ldk(), slidings_scheme()

Examples

# Out example
ldk.h <- get_ldk(hearts)
stack(Ldk(ldk.h))


# on Ldk (no slidings)
get_ldk(wings) # equivalent to wings$coo
#> $AN1
#>          [,1]    [,2]
#>  [1,] -0.4933  0.0130
#>  [2,] -0.0777  0.0832
#>  [3,]  0.2231  0.0861
#>  [4,]  0.2641  0.0462
#>  [5,]  0.2645  0.0261
#>  [6,]  0.2471  0.0003
#>  [7,]  0.2311 -0.0228
#>  [8,]  0.2040 -0.0452
#>  [9,]  0.1282 -0.0742
#> [10,]  0.0424 -0.0966
#> [11,] -0.0674 -0.1108
#> [12,] -0.4102 -0.0163
#> [13,] -0.3140  0.0318
#> [14,] -0.1768  0.0341
#> [15,]  0.0715  0.0509
#> [16,] -0.0540  0.0238
#> [17,]  0.0575 -0.0059
#> [18,] -0.1401 -0.0240
#> 
#> $AN2
#>          [,1]    [,2]
#>  [1,] -0.4814  0.0135
#>  [2,] -0.0058  0.0780
#>  [3,]  0.2345  0.0644
#>  [4,]  0.2460  0.0467
#>  [5,]  0.2487  0.0281
#>  [6,]  0.2430  0.0115
#>  [7,]  0.2316 -0.0039
#>  [8,]  0.1956 -0.0305
#>  [9,]  0.1462 -0.0545
#> [10,]  0.0483 -0.0866
#> [11,] -0.0520 -0.1047
#> [12,] -0.4016 -0.0250
#> [13,] -0.3868  0.0166
#> [14,] -0.1808  0.0229
#> [15,]  0.0484  0.0405
#> [16,] -0.0519  0.0164
#> [17,]  0.0623 -0.0047
#> [18,] -0.1444 -0.0286
#> 
#> $AN3
#>          [,1]    [,2]
#>  [1,] -0.4622  0.0159
#>  [2,]  0.0089  0.0689
#>  [3,]  0.2404  0.0545
#>  [4,]  0.2501  0.0424
#>  [5,]  0.2600  0.0230
#>  [6,]  0.2541  0.0039
#>  [7,]  0.2369 -0.0105
#>  [8,]  0.1957 -0.0305
#>  [9,]  0.1249 -0.0480
#> [10,]  0.0146 -0.0720
#> [11,] -0.0758 -0.0865
#> [12,] -0.4104 -0.0200
#> [13,] -0.3919  0.0190
#> [14,] -0.1724  0.0182
#> [15,]  0.0577  0.0344
#> [16,] -0.0468  0.0115
#> [17,]  0.0766 -0.0079
#> [18,] -0.1602 -0.0162
#> 
#> $AN4
#>          [,1]    [,2]
#>  [1,] -0.4534 -0.0028
#>  [2,] -0.0318  0.0738
#>  [3,]  0.2423  0.0808
#>  [4,]  0.2627  0.0559
#>  [5,]  0.2654  0.0322
#>  [6,]  0.2579  0.0143
#>  [7,]  0.2426  0.0018
#>  [8,]  0.1851 -0.0313
#>  [9,]  0.1191 -0.0581
#> [10,]  0.0203 -0.0847
#> [11,] -0.0919 -0.0957
#> [12,] -0.3862 -0.0289
#> [13,] -0.4051 -0.0072
#> [14,] -0.1536  0.0150
#> [15,]  0.0617  0.0436
#> [16,] -0.0549  0.0217
#> [17,]  0.0705 -0.0031
#> [18,] -0.1507 -0.0273
#> 
#> $AN5
#>          [,1]    [,2]
#>  [1,] -0.4926 -0.0212
#>  [2,] -0.0260  0.0708
#>  [3,]  0.2347  0.0679
#>  [4,]  0.2398  0.0584
#>  [5,]  0.2415  0.0355
#>  [6,]  0.2337  0.0187
#>  [7,]  0.2163  0.0010
#>  [8,]  0.1920 -0.0171
#>  [9,]  0.1271 -0.0443
#> [10,]  0.0427 -0.0699
#> [11,] -0.0516 -0.1016
#> [12,] -0.4242 -0.0505
#> [13,] -0.3970 -0.0018
#> [14,] -0.1374  0.0154
#> [15,]  0.0762  0.0457
#> [16,] -0.0313  0.0170
#> [17,]  0.0880  0.0037
#> [18,] -0.1318 -0.0278
#> 
#> $AN6
#>          [,1]    [,2]
#>  [1,] -0.4614  0.0567
#>  [2,] -0.0091  0.0684
#>  [3,]  0.2335  0.0345
#>  [4,]  0.2499  0.0171
#>  [5,]  0.2553 -0.0019
#>  [6,]  0.2522 -0.0176
#>  [7,]  0.2383 -0.0356
#>  [8,]  0.2030 -0.0524
#>  [9,]  0.1296 -0.0691
#> [10,]  0.0155 -0.0785
#> [11,] -0.0965 -0.0805
#> [12,] -0.4053  0.0196
#> [13,] -0.3907  0.0522
#> [14,] -0.1607  0.0403
#> [15,]  0.0703  0.0371
#> [16,] -0.0577  0.0258
#> [17,]  0.0801 -0.0118
#> [18,] -0.1463 -0.0042
#> 
#> $AN7
#>          [,1]    [,2]
#>  [1,] -0.4742 -0.0161
#>  [2,] -0.0633  0.0656
#>  [3,]  0.2206  0.0937
#>  [4,]  0.2490  0.0720
#>  [5,]  0.2576  0.0483
#>  [6,]  0.2512  0.0232
#>  [7,]  0.2388  0.0116
#>  [8,]  0.1871 -0.0273
#>  [9,]  0.1484 -0.0449
#> [10,]  0.0230 -0.0882
#> [11,] -0.0575 -0.1054
#> [12,] -0.3916 -0.0478
#> [13,] -0.3805 -0.0085
#> [14,] -0.1604  0.0119
#> [15,]  0.0647  0.0470
#> [16,] -0.0449  0.0135
#> [17,]  0.0903 -0.0072
#> [18,] -0.1585 -0.0414
#> 
#> $AN8
#>          [,1]    [,2]
#>  [1,] -0.4698  0.0224
#>  [2,]  0.0525  0.0771
#>  [3,]  0.2450  0.0501
#>  [4,]  0.2603  0.0333
#>  [5,]  0.2587  0.0166
#>  [6,]  0.2552  0.0071
#>  [7,]  0.2373 -0.0083
#>  [8,]  0.1808 -0.0319
#>  [9,]  0.1008 -0.0546
#> [10,]  0.0155 -0.0807
#> [11,] -0.0922 -0.0907
#> [12,] -0.4082 -0.0124
#> [13,] -0.3919  0.0228
#> [14,] -0.1604  0.0248
#> [15,]  0.0494  0.0383
#> [16,] -0.0575  0.0160
#> [17,]  0.0660 -0.0107
#> [18,] -0.1416 -0.0192
#> 
#> $AN9
#>          [,1]    [,2]
#>  [1,] -0.4652 -0.0110
#>  [2,] -0.0017  0.0759
#>  [3,]  0.2246  0.0759
#>  [4,]  0.2405  0.0587
#>  [5,]  0.2500  0.0443
#>  [6,]  0.2509  0.0258
#>  [7,]  0.2406  0.0057
#>  [8,]  0.2009 -0.0214
#>  [9,]  0.1389 -0.0475
#> [10,]  0.0284 -0.0790
#> [11,] -0.0450 -0.0979
#> [12,] -0.3999 -0.0458
#> [13,] -0.3968 -0.0077
#> [14,] -0.1886  0.0090
#> [15,]  0.0561  0.0424
#> [16,] -0.0683  0.0081
#> [17,]  0.0793 -0.0046
#> [18,] -0.1449 -0.0309
#> 
#> $AN10
#>          [,1]    [,2]
#>  [1,] -0.4496  0.0335
#>  [2,]  0.0012  0.0701
#>  [3,]  0.2502  0.0412
#>  [4,]  0.2591  0.0249
#>  [5,]  0.2598  0.0083
#>  [6,]  0.2540 -0.0054
#>  [7,]  0.2376 -0.0184
#>  [8,]  0.1914 -0.0377
#>  [9,]  0.1255 -0.0551
#> [10,]  0.0201 -0.0796
#> [11,] -0.0594 -0.0904
#> [12,] -0.4083 -0.0007
#> [13,] -0.3931  0.0279
#> [14,] -0.1805  0.0303
#> [15,]  0.0520  0.0405
#> [16,] -0.0622  0.0241
#> [17,]  0.0662 -0.0066
#> [18,] -0.1640 -0.0070
#> 
#> $AN11
#>          [,1]    [,2]
#>  [1,] -0.4586  0.0314
#>  [2,] -0.0040  0.0707
#>  [3,]  0.2412  0.0445
#>  [4,]  0.2514  0.0284
#>  [5,]  0.2543  0.0140
#>  [6,]  0.2504 -0.0032
#>  [7,]  0.2330 -0.0248
#>  [8,]  0.1846 -0.0433
#>  [9,]  0.1228 -0.0565
#> [10,]  0.0319 -0.0713
#> [11,] -0.0718 -0.0806
#> [12,] -0.4071 -0.0050
#> [13,] -0.3992  0.0249
#> [14,] -0.1819  0.0293
#> [15,]  0.0809  0.0402
#> [16,] -0.0575  0.0224
#> [17,]  0.0888 -0.0103
#> [18,] -0.1592 -0.0105
#> 
#> $TO12
#>          [,1]    [,2]
#>  [1,] -0.4577  0.0257
#>  [2,] -0.0119  0.0557
#>  [3,]  0.2215  0.0519
#>  [4,]  0.2416  0.0411
#>  [5,]  0.2510  0.0217
#>  [6,]  0.2488  0.0035
#>  [7,]  0.2333 -0.0147
#>  [8,]  0.1951 -0.0385
#>  [9,]  0.1154 -0.0580
#> [10,]  0.0081 -0.0710
#> [11,] -0.0986 -0.0839
#> [12,] -0.4056  0.0000
#> [13,] -0.3814  0.0248
#> [14,] -0.1579  0.0201
#> [15,]  0.1630  0.0365
#> [16,] -0.0686  0.0122
#> [17,]  0.0985 -0.0115
#> [18,] -0.1947 -0.0157
#> 
#> $WY13
#>          [,1]    [,2]
#>  [1,] -0.4704  0.0144
#>  [2,]  0.0120  0.0897
#>  [3,]  0.2333  0.0707
#>  [4,]  0.2545  0.0505
#>  [5,]  0.2624  0.0302
#>  [6,]  0.2601  0.0070
#>  [7,]  0.2429 -0.0154
#>  [8,]  0.2026 -0.0363
#>  [9,]  0.1108 -0.0668
#> [10,]  0.0149 -0.0885
#> [11,] -0.1081 -0.1035
#> [12,] -0.4161 -0.0288
#> [13,] -0.3559  0.0268
#> [14,] -0.1632  0.0253
#> [15,]  0.0432  0.0414
#> [16,] -0.0244  0.0162
#> [17,]  0.0478 -0.0092
#> [18,] -0.1462 -0.0237
#> 
#> $WY14
#>          [,1]    [,2]
#>  [1,] -0.4693 -0.0651
#>  [2,]  0.0093  0.0766
#>  [3,]  0.2223  0.0934
#>  [4,]  0.2417  0.0771
#>  [5,]  0.2472  0.0550
#>  [6,]  0.2427  0.0420
#>  [7,]  0.2263  0.0193
#>  [8,]  0.1913 -0.0059
#>  [9,]  0.1359 -0.0363
#> [10,]  0.0587 -0.0694
#> [11,] -0.0426 -0.0967
#> [12,] -0.4065 -0.0824
#> [13,] -0.4097 -0.0476
#> [14,] -0.1541  0.0086
#> [15,]  0.0189  0.0479
#> [16,] -0.0264  0.0211
#> [17,]  0.0566  0.0022
#> [18,] -0.1423 -0.0397
#> 
#> $WY15
#>          [,1]    [,2]
#>  [1,] -0.4673  0.0220
#>  [2,] -0.0277  0.0745
#>  [3,]  0.2456  0.0517
#>  [4,]  0.2553  0.0369
#>  [5,]  0.2618  0.0159
#>  [6,]  0.2593  0.0014
#>  [7,]  0.2409 -0.0152
#>  [8,]  0.1932 -0.0402
#>  [9,]  0.1261 -0.0584
#> [10,]  0.0266 -0.0732
#> [11,] -0.1079 -0.0788
#> [12,] -0.4005 -0.0119
#> [13,] -0.3871  0.0193
#> [14,] -0.1765  0.0251
#> [15,]  0.0456  0.0363
#> [16,] -0.0333  0.0174
#> [17,]  0.0724 -0.0072
#> [18,] -0.1266 -0.0156
#> 
#> $WY16
#>          [,1]    [,2]
#>  [1,] -0.4598  0.0418
#>  [2,]  0.0208  0.0737
#>  [3,]  0.2401  0.0484
#>  [4,]  0.2577  0.0265
#>  [5,]  0.2626  0.0063
#>  [6,]  0.2574 -0.0081
#>  [7,]  0.2337 -0.0255
#>  [8,]  0.1831 -0.0458
#>  [9,]  0.1230 -0.0605
#> [10,]  0.0175 -0.0749
#> [11,] -0.1034 -0.0821
#> [12,] -0.4151  0.0095
#> [13,] -0.4040  0.0348
#> [14,] -0.1433  0.0285
#> [15,]  0.0435  0.0364
#> [16,] -0.0406  0.0177
#> [17,]  0.0610 -0.0099
#> [18,] -0.1344 -0.0169
#> 
#> $UR17
#>          [,1]    [,2]
#>  [1,] -0.4690  0.0256
#>  [2,]  0.0188  0.0844
#>  [3,]  0.2381  0.0519
#>  [4,]  0.2517  0.0352
#>  [5,]  0.2540  0.0131
#>  [6,]  0.2459 -0.0122
#>  [7,]  0.2249 -0.0331
#>  [8,]  0.1799 -0.0516
#>  [9,]  0.1157 -0.0621
#> [10,]  0.0257 -0.0784
#> [11,] -0.1524 -0.0905
#> [12,] -0.4012 -0.0015
#> [13,] -0.3796  0.0340
#> [14,] -0.1482  0.0442
#> [15,]  0.1153  0.0437
#> [16,] -0.0745  0.0274
#> [17,]  0.0942 -0.0158
#> [18,] -0.1395 -0.0142
#> 
#> $UR18
#>          [,1]    [,2]
#>  [1,] -0.4999  0.0214
#>  [2,]  0.0533  0.0868
#>  [3,]  0.2081  0.0713
#>  [4,]  0.2263  0.0548
#>  [5,]  0.2358  0.0361
#>  [6,]  0.2391  0.0128
#>  [7,]  0.2206 -0.0235
#>  [8,]  0.1792 -0.0512
#>  [9,]  0.1168 -0.0693
#> [10,]  0.0343 -0.0924
#> [11,] -0.1419 -0.1106
#> [12,] -0.4192 -0.0064
#> [13,] -0.3695  0.0241
#> [14,] -0.1232  0.0410
#> [15,]  0.1380  0.0543
#> [16,] -0.0694  0.0134
#> [17,]  0.0825 -0.0252
#> [18,] -0.1111 -0.0373
#> 
#> $UR19
#>          [,1]    [,2]
#>  [1,] -0.4668 -0.0044
#>  [2,] -0.0334  0.0689
#>  [3,]  0.2229  0.0664
#>  [4,]  0.2464  0.0514
#>  [5,]  0.2598  0.0307
#>  [6,]  0.2588  0.0141
#>  [7,]  0.2389 -0.0053
#>  [8,]  0.1792 -0.0283
#>  [9,]  0.1107 -0.0468
#> [10,]  0.0349 -0.0718
#> [11,] -0.1502 -0.0893
#> [12,] -0.3964 -0.0316
#> [13,] -0.3764  0.0077
#> [14,] -0.1537  0.0238
#> [15,]  0.1411  0.0493
#> [16,] -0.0807  0.0116
#> [17,]  0.0985 -0.0159
#> [18,] -0.1336 -0.0306
#> 
#> $UR20
#>          [,1]    [,2]
#>  [1,] -0.4873  0.0122
#>  [2,] -0.0175  0.0784
#>  [3,]  0.2357  0.0725
#>  [4,]  0.2514  0.0514
#>  [5,]  0.2567  0.0255
#>  [6,]  0.2527  0.0058
#>  [7,]  0.2371 -0.0142
#>  [8,]  0.1959 -0.0388
#>  [9,]  0.1245 -0.0612
#> [10,]  0.0397 -0.0783
#> [11,] -0.1466 -0.1012
#> [12,] -0.4242 -0.0296
#> [13,] -0.3325  0.0165
#> [14,] -0.1271  0.0308
#> [15,]  0.0840  0.0459
#> [16,] -0.0807  0.0177
#> [17,]  0.0600 -0.0103
#> [18,] -0.1219 -0.0230
#> 
#> $CA21
#>          [,1]    [,2]
#>  [1,] -0.4829  0.0300
#>  [2,]  0.0117  0.0938
#>  [3,]  0.2398  0.0578
#>  [4,]  0.2544  0.0325
#>  [5,]  0.2518  0.0092
#>  [6,]  0.2446 -0.0074
#>  [7,]  0.2271 -0.0243
#>  [8,]  0.1758 -0.0524
#>  [9,]  0.1062 -0.0728
#> [10,]  0.0065 -0.0876
#> [11,] -0.0936 -0.0955
#> [12,] -0.4021  0.0090
#> [13,] -0.3899  0.0343
#> [14,] -0.1648  0.0403
#> [15,]  0.0951  0.0433
#> [16,] -0.0210  0.0206
#> [17,]  0.0735 -0.0094
#> [18,] -0.1321 -0.0214
#> 
#> $CA22
#>          [,1]    [,2]
#>  [1,] -0.4683  0.0225
#>  [2,]  0.0446  0.0866
#>  [3,]  0.2237  0.0673
#>  [4,]  0.2486  0.0447
#>  [5,]  0.2543  0.0291
#>  [6,]  0.2566  0.0081
#>  [7,]  0.2350 -0.0205
#>  [8,]  0.1694 -0.0470
#>  [9,]  0.1025 -0.0648
#> [10,]  0.0227 -0.0858
#> [11,] -0.0900 -0.0984
#> [12,] -0.4127 -0.0165
#> [13,] -0.3935  0.0185
#> [14,] -0.1948  0.0288
#> [15,]  0.0637  0.0464
#> [16,] -0.0261  0.0189
#> [17,]  0.0842 -0.0124
#> [18,] -0.1198 -0.0254
#> 
#> $CA23
#>          [,1]    [,2]
#>  [1,] -0.4625  0.0195
#>  [2,]  0.0534  0.0874
#>  [3,]  0.2472  0.0558
#>  [4,]  0.2595  0.0425
#>  [5,]  0.2608  0.0208
#>  [6,]  0.2517  0.0033
#>  [7,]  0.2317 -0.0116
#>  [8,]  0.1701 -0.0391
#>  [9,]  0.1081 -0.0590
#> [10,]  0.0151 -0.0825
#> [11,] -0.0976 -0.0988
#> [12,] -0.4123 -0.0236
#> [13,] -0.3980  0.0148
#> [14,] -0.1728  0.0274
#> [15,]  0.0480  0.0493
#> [16,] -0.0277  0.0244
#> [17,]  0.0489 -0.0032
#> [18,] -0.1236 -0.0275
#> 
#> $CA24
#>          [,1]    [,2]
#>  [1,] -0.4473  0.0502
#>  [2,] -0.0237  0.0884
#>  [3,]  0.2454  0.0522
#>  [4,]  0.2706  0.0277
#>  [5,]  0.2719  0.0059
#>  [6,]  0.2623 -0.0133
#>  [7,]  0.2396 -0.0313
#>  [8,]  0.1828 -0.0538
#>  [9,]  0.1047 -0.0703
#> [10,]  0.0191 -0.0914
#> [11,] -0.0813 -0.1033
#> [12,] -0.3940  0.0049
#> [13,] -0.3814  0.0464
#> [14,] -0.2018  0.0488
#> [15,]  0.0482  0.0441
#> [16,] -0.0358  0.0232
#> [17,]  0.0524 -0.0112
#> [18,] -0.1317 -0.0173
#> 
#> $CA25
#>          [,1]    [,2]
#>  [1,] -0.4681  0.0445
#>  [2,]  0.0566  0.0841
#>  [3,]  0.2515  0.0503
#>  [4,]  0.2635  0.0318
#>  [5,]  0.2617  0.0109
#>  [6,]  0.2493 -0.0113
#>  [7,]  0.2229 -0.0326
#>  [8,]  0.1654 -0.0584
#>  [9,]  0.1050 -0.0713
#> [10,]  0.0084 -0.0877
#> [11,] -0.1085 -0.0962
#> [12,] -0.4064  0.0035
#> [13,] -0.3850  0.0391
#> [14,] -0.1688  0.0396
#> [15,]  0.0717  0.0458
#> [16,] -0.0227  0.0245
#> [17,]  0.0439 -0.0054
#> [18,] -0.1404 -0.0113
#> 
#> $CA26
#>          [,1]    [,2]
#>  [1,] -0.4654  0.0045
#>  [2,] -0.0237  0.0591
#>  [3,]  0.2298  0.0652
#>  [4,]  0.2506  0.0472
#>  [5,]  0.2565  0.0359
#>  [6,]  0.2547  0.0191
#>  [7,]  0.2406  0.0016
#>  [8,]  0.1958 -0.0240
#>  [9,]  0.1348 -0.0499
#> [10,]  0.0377 -0.0837
#> [11,] -0.0598 -0.1028
#> [12,] -0.4078 -0.0288
#> [13,] -0.3939  0.0037
#> [14,] -0.1667  0.0187
#> [15,]  0.0639  0.0422
#> [16,] -0.0479  0.0175
#> [17,]  0.0514  0.0013
#> [18,] -0.1504 -0.0267
#> 
#> $CA27
#>          [,1]    [,2]
#>  [1,] -0.4544  0.0221
#>  [2,] -0.0074  0.0855
#>  [3,]  0.2360  0.0679
#>  [4,]  0.2578  0.0500
#>  [5,]  0.2686  0.0258
#>  [6,]  0.2677  0.0018
#>  [7,]  0.2525 -0.0206
#>  [8,]  0.2016 -0.0483
#>  [9,]  0.1010 -0.0702
#> [10,]  0.0270 -0.0886
#> [11,] -0.0571 -0.0967
#> [12,] -0.3962 -0.0166
#> [13,] -0.3685  0.0227
#> [14,] -0.1830  0.0288
#> [15,]  0.0186  0.0402
#> [16,] -0.0344  0.0185
#> [17,]  0.0542 -0.0106
#> [18,] -0.1840 -0.0120
#> 
#> $OR28
#>          [,1]    [,2]
#>  [1,] -0.4653 -0.0153
#>  [2,] -0.0530  0.0713
#>  [3,]  0.1996  0.0886
#>  [4,]  0.2548  0.0643
#>  [5,]  0.2654  0.0462
#>  [6,]  0.2632  0.0168
#>  [7,]  0.2399 -0.0084
#>  [8,]  0.1881 -0.0358
#>  [9,]  0.1297 -0.0542
#> [10,]  0.0436 -0.0796
#> [11,] -0.0329 -0.0978
#> [12,] -0.4176 -0.0393
#> [13,] -0.3934 -0.0092
#> [14,] -0.1727  0.0196
#> [15,]  0.0655  0.0490
#> [16,] -0.0419  0.0247
#> [17,]  0.0323 -0.0041
#> [18,] -0.1054 -0.0366
#> 
#> $MA29
#>          [,1]    [,2]
#>  [1,] -0.4624  0.0319
#>  [2,]  0.0361  0.0848
#>  [3,]  0.2647  0.0476
#>  [4,]  0.2711  0.0332
#>  [5,]  0.2686  0.0142
#>  [6,]  0.2536 -0.0028
#>  [7,]  0.2181 -0.0254
#>  [8,]  0.1662 -0.0468
#>  [9,]  0.1179 -0.0599
#> [10,]  0.0245 -0.0808
#> [11,] -0.0732 -0.0968
#> [12,] -0.3969 -0.0034
#> [13,] -0.3870  0.0305
#> [14,] -0.1745  0.0310
#> [15,]  0.0578  0.0444
#> [16,] -0.0471  0.0241
#> [17,]  0.0261 -0.0030
#> [18,] -0.1635 -0.0226
#> 
#> $MA30
#>          [,1]    [,2]
#>  [1,] -0.4740  0.0220
#>  [2,]  0.0024  0.0831
#>  [3,]  0.2327  0.0713
#>  [4,]  0.2492  0.0529
#>  [5,]  0.2556  0.0308
#>  [6,]  0.2491  0.0089
#>  [7,]  0.2318 -0.0089
#>  [8,]  0.1827 -0.0386
#>  [9,]  0.1087 -0.0608
#> [10,]  0.0389 -0.0882
#> [11,] -0.0529 -0.1136
#> [12,] -0.4112 -0.0271
#> [13,] -0.3980  0.0168
#> [14,] -0.1748  0.0275
#> [15,]  0.0599  0.0415
#> [16,] -0.0157  0.0171
#> [17,]  0.0480 -0.0105
#> [18,] -0.1324 -0.0244
#> 
#> $MA31
#>          [,1]    [,2]
#>  [1,] -0.4831 -0.0136
#>  [2,]  0.0024  0.0861
#>  [3,]  0.2431  0.0843
#>  [4,]  0.2554  0.0625
#>  [5,]  0.2540  0.0326
#>  [6,]  0.2405  0.0126
#>  [7,]  0.2165 -0.0073
#>  [8,]  0.1757 -0.0319
#>  [9,]  0.1188 -0.0525
#> [10,]  0.0420 -0.0831
#> [11,] -0.0576 -0.1092
#> [12,] -0.4031 -0.0419
#> [13,] -0.3856 -0.0059
#> [14,] -0.1916  0.0145
#> [15,]  0.0674  0.0531
#> [16,] -0.0285  0.0259
#> [17,]  0.0642 -0.0014
#> [18,] -0.1304 -0.0246
#> 
#> $PS32
#>          [,1]    [,2]
#>  [1,] -0.4955  0.0422
#>  [2,]  0.0429  0.0871
#>  [3,]  0.2268  0.0616
#>  [4,]  0.2411  0.0429
#>  [5,]  0.2455  0.0159
#>  [6,]  0.2386 -0.0002
#>  [7,]  0.2212 -0.0235
#>  [8,]  0.1736 -0.0527
#>  [9,]  0.1042 -0.0675
#> [10,]  0.0273 -0.0890
#> [11,] -0.0741 -0.1126
#> [12,] -0.4098  0.0008
#> [13,] -0.4000  0.0326
#> [14,] -0.1689  0.0341
#> [15,]  0.0781  0.0438
#> [16,] -0.0248  0.0224
#> [17,]  0.0790 -0.0106
#> [18,] -0.1054 -0.0273
#> 
#> $PS33
#>          [,1]    [,2]
#>  [1,] -0.4870 -0.0111
#>  [2,]  0.0401  0.0939
#>  [3,]  0.2165  0.0943
#>  [4,]  0.2332  0.0825
#>  [5,]  0.2471  0.0502
#>  [6,]  0.2408  0.0188
#>  [7,]  0.2241 -0.0047
#>  [8,]  0.1764 -0.0367
#>  [9,]  0.1146 -0.0632
#> [10,]  0.0050 -0.0961
#> [11,] -0.0748 -0.1175
#> [12,] -0.4034 -0.0539
#> [13,] -0.4011 -0.0029
#> [14,] -0.1615  0.0180
#> [15,]  0.0824  0.0556
#> [16,] -0.0144  0.0217
#> [17,]  0.0784 -0.0062
#> [18,] -0.1164 -0.0428
#> 
#> $PS34
#>          [,1]    [,2]
#>  [1,] -0.4862  0.0842
#>  [2,]  0.0260  0.0865
#>  [3,]  0.2370  0.0326
#>  [4,]  0.2426  0.0203
#>  [5,]  0.2407  0.0011
#>  [6,]  0.2355 -0.0171
#>  [7,]  0.2093 -0.0424
#>  [8,]  0.1746 -0.0611
#>  [9,]  0.1018 -0.0804
#> [10,]  0.0167 -0.0920
#> [11,] -0.0894 -0.1024
#> [12,] -0.4233  0.0207
#> [13,] -0.3944  0.0698
#> [14,] -0.1543  0.0526
#> [15,]  0.0847  0.0385
#> [16,]  0.0040  0.0209
#> [17,]  0.0815 -0.0175
#> [18,] -0.1069 -0.0145
#> 
#> $PS35
#>          [,1]    [,2]
#>  [1,] -0.4698  0.0229
#>  [2,]  0.0008  0.0769
#>  [3,]  0.2413  0.0565
#>  [4,]  0.2534  0.0372
#>  [5,]  0.2562  0.0211
#>  [6,]  0.2530  0.0045
#>  [7,]  0.2392 -0.0150
#>  [8,]  0.1969 -0.0380
#>  [9,]  0.1006 -0.0591
#> [10,]  0.0087 -0.0818
#> [11,] -0.0851 -0.0980
#> [12,] -0.4069 -0.0163
#> [13,] -0.3909  0.0199
#> [14,] -0.1716  0.0275
#> [15,]  0.0642  0.0463
#> [16,] -0.0269  0.0213
#> [17,]  0.0729 -0.0090
#> [18,] -0.1360 -0.0167
#> 
#> $PS36
#>          [,1]    [,2]
#>  [1,] -0.4781  0.0434
#>  [2,]  0.0151  0.0861
#>  [3,]  0.2315  0.0588
#>  [4,]  0.2497  0.0340
#>  [5,]  0.2522  0.0097
#>  [6,]  0.2468 -0.0098
#>  [7,]  0.2262 -0.0268
#>  [8,]  0.1710 -0.0504
#>  [9,]  0.1161 -0.0662
#> [10,]  0.0229 -0.0872
#> [11,] -0.0725 -0.0919
#> [12,] -0.4162 -0.0013
#> [13,] -0.3934  0.0423
#> [14,] -0.1805  0.0383
#> [15,]  0.0727  0.0398
#> [16,] -0.0165  0.0185
#> [17,]  0.0770 -0.0152
#> [18,] -0.1238 -0.0220
#> 
#> $PS37
#>          [,1]    [,2]
#>  [1,] -0.4831  0.0333
#>  [2,]  0.0053  0.0903
#>  [3,]  0.2195  0.0586
#>  [4,]  0.2431  0.0411
#>  [5,]  0.2528  0.0130
#>  [6,]  0.2449 -0.0048
#>  [7,]  0.2233 -0.0224
#>  [8,]  0.1825 -0.0408
#>  [9,]  0.1059 -0.0670
#> [10,]  0.0350 -0.0854
#> [11,] -0.0632 -0.1019
#> [12,] -0.4102 -0.0103
#> [13,] -0.4019  0.0322
#> [14,] -0.1665  0.0331
#> [15,]  0.0750  0.0390
#> [16,] -0.0117  0.0188
#> [17,]  0.0926 -0.0086
#> [18,] -0.1432 -0.0182
#> 
#> $PS38
#>          [,1]    [,2]
#>  [1,] -0.4868  0.0376
#>  [2,]  0.0145  0.0744
#>  [3,]  0.2315  0.0576
#>  [4,]  0.2463  0.0390
#>  [5,]  0.2527  0.0143
#>  [6,]  0.2466  0.0000
#>  [7,]  0.2285 -0.0178
#>  [8,]  0.1868 -0.0382
#>  [9,]  0.1200 -0.0602
#> [10,]  0.0140 -0.0828
#> [11,] -0.0960 -0.0979
#> [12,] -0.4053 -0.0083
#> [13,] -0.3932  0.0282
#> [14,] -0.1530  0.0252
#> [15,]  0.0769  0.0365
#> [16,] -0.0236  0.0192
#> [17,]  0.0819 -0.0094
#> [18,] -0.1417 -0.0175
#> 
#> $PS39
#>          [,1]    [,2]
#>  [1,] -0.4681  0.0267
#>  [2,]  0.0193  0.0801
#>  [3,]  0.2274  0.0661
#>  [4,]  0.2402  0.0517
#>  [5,]  0.2490  0.0300
#>  [6,]  0.2487  0.0093
#>  [7,]  0.2388 -0.0078
#>  [8,]  0.1901 -0.0408
#>  [9,]  0.1154 -0.0649
#> [10,]  0.0358 -0.0930
#> [11,] -0.0922 -0.1143
#> [12,] -0.4119 -0.0207
#> [13,] -0.3901  0.0205
#> [14,] -0.1749  0.0280
#> [15,]  0.0685  0.0439
#> [16,] -0.0261  0.0209
#> [17,]  0.0726 -0.0088
#> [18,] -0.1425 -0.0269
#> 
#> $PS40
#>          [,1]    [,2]
#>  [1,] -0.4708  0.0327
#>  [2,]  0.0546  0.0803
#>  [3,]  0.2318  0.0604
#>  [4,]  0.2454  0.0473
#>  [5,]  0.2528  0.0247
#>  [6,]  0.2488  0.0056
#>  [7,]  0.2253 -0.0160
#>  [8,]  0.1810 -0.0400
#>  [9,]  0.1072 -0.0659
#> [10,]  0.0325 -0.0918
#> [11,] -0.0733 -0.1075
#> [12,] -0.4125 -0.0175
#> [13,] -0.3964  0.0257
#> [14,] -0.1769  0.0264
#> [15,]  0.0782  0.0456
#> [16,] -0.0320  0.0199
#> [17,]  0.0493 -0.0081
#> [18,] -0.1450 -0.0218
#> 
#> $PS41
#>          [,1]    [,2]
#>  [1,] -0.4681  0.0007
#>  [2,] -0.0003  0.0884
#>  [3,]  0.2120  0.0925
#>  [4,]  0.2365  0.0755
#>  [5,]  0.2530  0.0482
#>  [6,]  0.2547  0.0290
#>  [7,]  0.2428  0.0031
#>  [8,]  0.2044 -0.0260
#>  [9,]  0.1192 -0.0625
#> [10,]  0.0515 -0.0936
#> [11,] -0.0682 -0.1217
#> [12,] -0.3970 -0.0443
#> [13,] -0.3857  0.0009
#> [14,] -0.1914  0.0123
#> [15,]  0.0543  0.0404
#> [16,] -0.0266  0.0088
#> [17,]  0.0521 -0.0126
#> [18,] -0.1431 -0.0391
#> 
#> $PS42
#>          [,1]    [,2]
#>  [1,] -0.4716  0.0113
#>  [2,] -0.0361  0.0801
#>  [3,]  0.2011  0.0886
#>  [4,]  0.2403  0.0590
#>  [5,]  0.2478  0.0350
#>  [6,]  0.2418  0.0160
#>  [7,]  0.2306 -0.0017
#>  [8,]  0.1874 -0.0304
#>  [9,]  0.1155 -0.0642
#> [10,]  0.0496 -0.0922
#> [11,] -0.0430 -0.1309
#> [12,] -0.4147 -0.0391
#> [13,] -0.3963  0.0063
#> [14,] -0.1871  0.0211
#> [15,]  0.0941  0.0519
#> [16,] -0.0092  0.0184
#> [17,]  0.0798  0.0003
#> [18,] -0.1300 -0.0296
#> 
#> $PS43
#>          [,1]    [,2]
#>  [1,] -0.4650  0.0189
#>  [2,]  0.0777  0.0958
#>  [3,]  0.2329  0.0615
#>  [4,]  0.2406  0.0500
#>  [5,]  0.2516  0.0248
#>  [6,]  0.2474  0.0028
#>  [7,]  0.2232 -0.0239
#>  [8,]  0.1751 -0.0467
#>  [9,]  0.0905 -0.0670
#> [10,]  0.0085 -0.0866
#> [11,] -0.0910 -0.1106
#> [12,] -0.4048 -0.0239
#> [13,] -0.3877  0.0175
#> [14,] -0.2037  0.0338
#> [15,]  0.0961  0.0522
#> [16,] -0.0197  0.0285
#> [17,]  0.0797 -0.0070
#> [18,] -0.1514 -0.0198
#> 
#> $AE44
#>          [,1]    [,2]
#>  [1,] -0.4725  0.0516
#>  [2,] -0.0143  0.0813
#>  [3,]  0.2422  0.0488
#>  [4,]  0.2507  0.0382
#>  [5,]  0.2559  0.0186
#>  [6,]  0.2537 -0.0002
#>  [7,]  0.2367 -0.0236
#>  [8,]  0.1749 -0.0518
#>  [9,]  0.1033 -0.0718
#> [10,]  0.0238 -0.0987
#> [11,] -0.0727 -0.1095
#> [12,] -0.4000  0.0036
#> [13,] -0.3912  0.0449
#> [14,] -0.1666  0.0384
#> [15,]  0.0829  0.0420
#> [16,] -0.0183  0.0225
#> [17,]  0.0560 -0.0095
#> [18,] -0.1445 -0.0249
#> 
#> $AE45
#>          [,1]    [,2]
#>  [1,] -0.4700  0.0329
#>  [2,]  0.0211  0.0740
#>  [3,]  0.2225  0.0573
#>  [4,]  0.2380  0.0445
#>  [5,]  0.2463  0.0264
#>  [6,]  0.2464  0.0056
#>  [7,]  0.2289 -0.0202
#>  [8,]  0.1914 -0.0426
#>  [9,]  0.1183 -0.0646
#> [10,]  0.0281 -0.0876
#> [11,] -0.0840 -0.0974
#> [12,] -0.4163 -0.0049
#> [13,] -0.4033  0.0281
#> [14,] -0.1798  0.0299
#> [15,]  0.0811  0.0398
#> [16,] -0.0269  0.0163
#> [17,]  0.0871 -0.0149
#> [18,] -0.1289 -0.0229
#> 
#> $AE46
#>          [,1]    [,2]
#>  [1,] -0.4763  0.0541
#>  [2,]  0.0198  0.0823
#>  [3,]  0.2385  0.0565
#>  [4,]  0.2495  0.0309
#>  [5,]  0.2487  0.0119
#>  [6,]  0.2414 -0.0050
#>  [7,]  0.2247 -0.0242
#>  [8,]  0.1859 -0.0439
#>  [9,]  0.1116 -0.0648
#> [10,]  0.0350 -0.0872
#> [11,] -0.0774 -0.1079
#> [12,] -0.4132 -0.0092
#> [13,] -0.3855  0.0404
#> [14,] -0.1809  0.0317
#> [15,]  0.0706  0.0405
#> [16,] -0.0278  0.0176
#> [17,]  0.0771 -0.0100
#> [18,] -0.1416 -0.0136
#> 
#> $AE47
#>          [,1]    [,2]
#>  [1,] -0.4650  0.0251
#>  [2,]  0.0340  0.0867
#>  [3,]  0.2201  0.0688
#>  [4,]  0.2449  0.0413
#>  [5,]  0.2502  0.0272
#>  [6,]  0.2497  0.0056
#>  [7,]  0.2334 -0.0178
#>  [8,]  0.2017 -0.0396
#>  [9,]  0.1236 -0.0666
#> [10,]  0.0180 -0.0880
#> [11,] -0.1076 -0.1018
#> [12,] -0.4067 -0.0178
#> [13,] -0.3950  0.0173
#> [14,] -0.1924  0.0277
#> [15,]  0.0536  0.0477
#> [16,] -0.0110  0.0214
#> [17,]  0.0727 -0.0081
#> [18,] -0.1240 -0.0291
#> 
#> $AE48
#>          [,1]    [,2]
#>  [1,] -0.4816 -0.0101
#>  [2,] -0.0088  0.0787
#>  [3,]  0.2519  0.0669
#>  [4,]  0.2576  0.0565
#>  [5,]  0.2584  0.0363
#>  [6,]  0.2483  0.0188
#>  [7,]  0.2217 -0.0046
#>  [8,]  0.1745 -0.0324
#>  [9,]  0.1081 -0.0580
#> [10,]  0.0173 -0.0796
#> [11,] -0.1134 -0.0967
#> [12,] -0.3990 -0.0323
#> [13,] -0.3859 -0.0026
#> [14,] -0.1730  0.0227
#> [15,]  0.0797  0.0444
#> [16,] -0.0026  0.0194
#> [17,]  0.0714 -0.0012
#> [18,] -0.1245 -0.0260
#> 
#> $AE49
#>          [,1]    [,2]
#>  [1,] -0.4629  0.0336
#>  [2,]  0.0171  0.0795
#>  [3,]  0.2194  0.0704
#>  [4,]  0.2486  0.0437
#>  [5,]  0.2537  0.0236
#>  [6,]  0.2519  0.0026
#>  [7,]  0.2329 -0.0160
#>  [8,]  0.2020 -0.0353
#>  [9,]  0.1282 -0.0616
#> [10,]  0.0354 -0.0929
#> [11,] -0.0687 -0.1047
#> [12,] -0.4003 -0.0198
#> [13,] -0.3796  0.0241
#> [14,] -0.2303  0.0291
#> [15,]  0.0574  0.0373
#> [16,] -0.0315  0.0182
#> [17,]  0.0682 -0.0090
#> [18,] -0.1416 -0.0229
#> 
#> $AE50
#>          [,1]    [,2]
#>  [1,] -0.4796  0.0445
#>  [2,]  0.0328  0.0897
#>  [3,]  0.2322  0.0526
#>  [4,]  0.2452  0.0328
#>  [5,]  0.2481  0.0158
#>  [6,]  0.2460 -0.0086
#>  [7,]  0.2302 -0.0294
#>  [8,]  0.1887 -0.0480
#>  [9,]  0.0998 -0.0674
#> [10,]  0.0049 -0.0882
#> [11,] -0.0920 -0.0998
#> [12,] -0.4136 -0.0102
#> [13,] -0.3879  0.0401
#> [14,] -0.1660  0.0347
#> [15,]  0.0839  0.0398
#> [16,] -0.0172  0.0234
#> [17,]  0.0791 -0.0039
#> [18,] -0.1344 -0.0181
#> 
#> $AE51
#>          [,1]    [,2]
#>  [1,] -0.4677  0.0660
#>  [2,] -0.0018  0.1009
#>  [3,]  0.2411  0.0573
#>  [4,]  0.2545  0.0301
#>  [5,]  0.2548  0.0037
#>  [6,]  0.2473 -0.0135
#>  [7,]  0.2332 -0.0313
#>  [8,]  0.1707 -0.0620
#>  [9,]  0.1136 -0.0767
#> [10,]  0.0222 -0.1042
#> [11,] -0.0559 -0.1135
#> [12,] -0.3919  0.0170
#> [13,] -0.3774  0.0620
#> [14,] -0.2083  0.0434
#> [15,]  0.0839  0.0383
#> [16,] -0.0297  0.0210
#> [17,]  0.0527 -0.0203
#> [18,] -0.1415 -0.0183
#> 
#> $AE52
#>          [,1]    [,2]
#>  [1,] -0.4727  0.0471
#>  [2,]  0.0132  0.0814
#>  [3,]  0.2200  0.0560
#>  [4,]  0.2417  0.0392
#>  [5,]  0.2517  0.0124
#>  [6,]  0.2487 -0.0071
#>  [7,]  0.2247 -0.0342
#>  [8,]  0.1889 -0.0556
#>  [9,]  0.1234 -0.0757
#> [10,]  0.0366 -0.0924
#> [11,] -0.0722 -0.1071
#> [12,] -0.4056  0.0170
#> [13,] -0.3994  0.0442
#> [14,] -0.1945  0.0406
#> [15,]  0.0769  0.0411
#> [16,] -0.0155  0.0201
#> [17,]  0.0568 -0.0137
#> [18,] -0.1228 -0.0132
#> 
#> $AE53
#>          [,1]    [,2]
#>  [1,] -0.4807  0.0159
#>  [2,] -0.0202  0.0827
#>  [3,]  0.2179  0.0740
#>  [4,]  0.2367  0.0518
#>  [5,]  0.2462  0.0284
#>  [6,]  0.2410  0.0037
#>  [7,]  0.2272 -0.0130
#>  [8,]  0.1851 -0.0385
#>  [9,]  0.1207 -0.0622
#> [10,]  0.0321 -0.0902
#> [11,] -0.0706 -0.1060
#> [12,] -0.4145 -0.0256
#> [13,] -0.3957  0.0149
#> [14,] -0.1793  0.0264
#> [15,]  0.0928  0.0493
#> [16,] -0.0085  0.0226
#> [17,]  0.0943 -0.0077
#> [18,] -0.1245 -0.0265
#> 
#> $AE54
#>          [,1]    [,2]
#>  [1,] -0.4692  0.0562
#>  [2,]  0.0113  0.0832
#>  [3,]  0.2364  0.0432
#>  [4,]  0.2471  0.0269
#>  [5,]  0.2512  0.0092
#>  [6,]  0.2441 -0.0114
#>  [7,]  0.2197 -0.0333
#>  [8,]  0.1746 -0.0524
#>  [9,]  0.1010 -0.0710
#> [10,]  0.0188 -0.0892
#> [11,] -0.0895 -0.1013
#> [12,] -0.4180  0.0126
#> [13,] -0.3956  0.0506
#> [14,] -0.1724  0.0422
#> [15,]  0.1044  0.0406
#> [16,] -0.0057  0.0242
#> [17,]  0.0756 -0.0119
#> [18,] -0.1337 -0.0188
#> 
#> $AE55
#>          [,1]    [,2]
#>  [1,] -0.4647  0.0148
#>  [2,]  0.0328  0.0689
#>  [3,]  0.2379  0.0568
#>  [4,]  0.2523  0.0430
#>  [5,]  0.2595  0.0223
#>  [6,]  0.2578  0.0052
#>  [7,]  0.2412 -0.0121
#>  [8,]  0.2027 -0.0352
#>  [9,]  0.1038 -0.0530
#> [10,]  0.0136 -0.0693
#> [11,] -0.1152 -0.0897
#> [12,] -0.3986 -0.0184
#> [13,] -0.3831  0.0119
#> [14,] -0.1813  0.0216
#> [15,]  0.0656  0.0390
#> [16,] -0.0403  0.0181
#> [17,]  0.0736 -0.0065
#> [18,] -0.1577 -0.0176
#> 
#> $AE56
#>          [,1]    [,2]
#>  [1,] -0.4643  0.0376
#>  [2,] -0.0249  0.0706
#>  [3,]  0.2336  0.0638
#>  [4,]  0.2522  0.0424
#>  [5,]  0.2586  0.0186
#>  [6,]  0.2564 -0.0016
#>  [7,]  0.2379 -0.0220
#>  [8,]  0.1841 -0.0415
#>  [9,]  0.1089 -0.0615
#> [10,]  0.0300 -0.0845
#> [11,] -0.0898 -0.0983
#> [12,] -0.4106 -0.0060
#> [13,] -0.3895  0.0278
#> [14,] -0.1702  0.0248
#> [15,]  0.0759  0.0394
#> [16,] -0.0150  0.0170
#> [17,]  0.0744 -0.0099
#> [18,] -0.1477 -0.0166
#> 
#> $AE57
#>          [,1]    [,2]
#>  [1,] -0.4828  0.0392
#>  [2,] -0.0177  0.0874
#>  [3,]  0.2484  0.0501
#>  [4,]  0.2576  0.0349
#>  [5,]  0.2591  0.0166
#>  [6,]  0.2516 -0.0050
#>  [7,]  0.2218 -0.0278
#>  [8,]  0.1684 -0.0531
#>  [9,]  0.1035 -0.0670
#> [10,]  0.0279 -0.0888
#> [11,] -0.0751 -0.1052
#> [12,] -0.3931 -0.0032
#> [13,] -0.3969  0.0420
#> [14,] -0.1688  0.0401
#> [15,]  0.0818  0.0463
#> [16,] -0.0094  0.0226
#> [17,]  0.0521 -0.0059
#> [18,] -0.1285 -0.0232
#> 
#> $AE58
#>          [,1]    [,2]
#>  [1,] -0.4712  0.0489
#>  [2,]  0.0625  0.0804
#>  [3,]  0.2222  0.0592
#>  [4,]  0.2441  0.0367
#>  [5,]  0.2491  0.0157
#>  [6,]  0.2467 -0.0018
#>  [7,]  0.2327 -0.0224
#>  [8,]  0.1965 -0.0425
#>  [9,]  0.1163 -0.0686
#> [10,]  0.0347 -0.0930
#> [11,] -0.0869 -0.1097
#> [12,] -0.4093  0.0021
#> [13,] -0.3883  0.0349
#> [14,] -0.1725  0.0325
#> [15,]  0.0504  0.0387
#> [16,] -0.0392  0.0198
#> [17,]  0.0675 -0.0162
#> [18,] -0.1555 -0.0148
#> 
#> $AE59
#>          [,1]    [,2]
#>  [1,] -0.4829 -0.0110
#>  [2,] -0.0098  0.0702
#>  [3,]  0.2305  0.0864
#>  [4,]  0.2584  0.0618
#>  [5,]  0.2570  0.0425
#>  [6,]  0.2426  0.0193
#>  [7,]  0.2192  0.0022
#>  [8,]  0.1676 -0.0241
#>  [9,]  0.1095 -0.0453
#> [10,]  0.0244 -0.0772
#> [11,] -0.0597 -0.0994
#> [12,] -0.4056 -0.0417
#> [13,] -0.4000 -0.0105
#> [14,] -0.1811  0.0104
#> [15,]  0.0829  0.0435
#> [16,] -0.0125  0.0117
#> [17,]  0.0856 -0.0066
#> [18,] -0.1262 -0.0320
#> 
#> $AE60
#>          [,1]    [,2]
#>  [1,] -0.4763  0.0391
#>  [2,]  0.0399  0.0951
#>  [3,]  0.2294  0.0748
#>  [4,]  0.2498  0.0509
#>  [5,]  0.2521  0.0178
#>  [6,]  0.2452 -0.0041
#>  [7,]  0.2200 -0.0252
#>  [8,]  0.1877 -0.0446
#>  [9,]  0.1021 -0.0731
#> [10,]  0.0172 -0.1043
#> [11,] -0.1109 -0.1183
#> [12,] -0.3956 -0.0066
#> [13,] -0.3835  0.0327
#> [14,] -0.1856  0.0394
#> [15,]  0.0696  0.0482
#> [16,] -0.0140  0.0210
#> [17,]  0.0847 -0.0112
#> [18,] -0.1318 -0.0316
#> 
#> $AE61
#>          [,1]    [,2]
#>  [1,] -0.4617  0.0257
#>  [2,] -0.0363  0.0805
#>  [3,]  0.2449  0.0659
#>  [4,]  0.2606  0.0389
#>  [5,]  0.2588  0.0255
#>  [6,]  0.2505  0.0054
#>  [7,]  0.2316 -0.0157
#>  [8,]  0.1783 -0.0465
#>  [9,]  0.1121 -0.0690
#> [10,]  0.0320 -0.0931
#> [11,] -0.0929 -0.1131
#> [12,] -0.4029 -0.0125
#> [13,] -0.3868  0.0196
#> [14,] -0.1833  0.0295
#> [15,]  0.0735  0.0539
#> [16,] -0.0217  0.0250
#> [17,]  0.0709 -0.0047
#> [18,] -0.1278 -0.0153
#> 
#> $AE62
#>          [,1]    [,2]
#>  [1,] -0.4899 -0.0062
#>  [2,]  0.0120  0.0676
#>  [3,]  0.2322  0.0679
#>  [4,]  0.2437  0.0543
#>  [5,]  0.2506  0.0304
#>  [6,]  0.2433  0.0098
#>  [7,]  0.2302 -0.0042
#>  [8,]  0.1901 -0.0281
#>  [9,]  0.1227 -0.0547
#> [10,]  0.0281 -0.0743
#> [11,] -0.0746 -0.0870
#> [12,] -0.4098 -0.0256
#> [13,] -0.3979 -0.0004
#> [14,] -0.1563  0.0184
#> [15,]  0.0717  0.0423
#> [16,] -0.0308  0.0153
#> [17,]  0.0716 -0.0061
#> [18,] -0.1369 -0.0194
#> 
#> $AE63
#>          [,1]    [,2]
#>  [1,] -0.4755  0.0458
#>  [2,]  0.0115  0.0887
#>  [3,]  0.2387  0.0626
#>  [4,]  0.2580  0.0351
#>  [5,]  0.2607  0.0113
#>  [6,]  0.2531 -0.0061
#>  [7,]  0.2338 -0.0283
#>  [8,]  0.1817 -0.0528
#>  [9,]  0.0846 -0.0718
#> [10,]  0.0053 -0.0886
#> [11,] -0.0847 -0.0995
#> [12,] -0.3990 -0.0003
#> [13,] -0.3796  0.0437
#> [14,] -0.1870  0.0389
#> [15,]  0.0760  0.0427
#> [16,] -0.0087  0.0158
#> [17,]  0.0698 -0.0190
#> [18,] -0.1387 -0.0180
#> 
#> $AE64
#>          [,1]    [,2]
#>  [1,] -0.4869  0.0242
#>  [2,] -0.0225  0.0761
#>  [3,]  0.2350  0.0677
#>  [4,]  0.2443  0.0560
#>  [5,]  0.2491  0.0389
#>  [6,]  0.2493  0.0173
#>  [7,]  0.2331 -0.0081
#>  [8,]  0.1806 -0.0367
#>  [9,]  0.1241 -0.0617
#> [10,]  0.0381 -0.0926
#> [11,] -0.0605 -0.1162
#> [12,] -0.3956 -0.0361
#> [13,] -0.3832  0.0226
#> [14,] -0.1822  0.0248
#> [15,]  0.0825  0.0473
#> [16,] -0.0211  0.0178
#> [17,]  0.0552 -0.0041
#> [18,] -0.1393 -0.0370
#> 
#> $AE65
#>          [,1]    [,2]
#>  [1,] -0.4734  0.0418
#>  [2,]  0.0120  0.0760
#>  [3,]  0.2281  0.0557
#>  [4,]  0.2417  0.0392
#>  [5,]  0.2475  0.0208
#>  [6,]  0.2471  0.0067
#>  [7,]  0.2335 -0.0141
#>  [8,]  0.1969 -0.0382
#>  [9,]  0.1173 -0.0641
#> [10,]  0.0343 -0.0854
#> [11,] -0.1142 -0.0941
#> [12,] -0.4119 -0.0102
#> [13,] -0.3943  0.0260
#> [14,] -0.1705  0.0265
#> [15,]  0.0578  0.0328
#> [16,] -0.0101  0.0157
#> [17,]  0.0916 -0.0131
#> [18,] -0.1334 -0.0221
#> 
#> $AE66
#>          [,1]    [,2]
#>  [1,] -0.4733  0.0634
#>  [2,]  0.0375  0.0889
#>  [3,]  0.2215  0.0532
#>  [4,]  0.2409  0.0342
#>  [5,]  0.2528  0.0053
#>  [6,]  0.2475 -0.0172
#>  [7,]  0.2245 -0.0341
#>  [8,]  0.1735 -0.0584
#>  [9,]  0.0939 -0.0720
#> [10,]  0.0066 -0.0898
#> [11,] -0.1113 -0.1010
#> [12,] -0.4122  0.0161
#> [13,] -0.3891  0.0520
#> [14,] -0.1736  0.0397
#> [15,]  0.1103  0.0418
#> [16,] -0.0110  0.0195
#> [17,]  0.0908 -0.0196
#> [18,] -0.1295 -0.0220
#> 
#> $AE67
#>          [,1]    [,2]
#>  [1,] -0.4745 -0.0048
#>  [2,] -0.0180  0.0739
#>  [3,]  0.2023  0.0863
#>  [4,]  0.2362  0.0689
#>  [5,]  0.2474  0.0435
#>  [6,]  0.2454  0.0244
#>  [7,]  0.2370  0.0076
#>  [8,]  0.1946 -0.0248
#>  [9,]  0.1253 -0.0550
#> [10,]  0.0461 -0.0881
#> [11,] -0.0717 -0.1084
#> [12,] -0.4133 -0.0474
#> [13,] -0.4007 -0.0074
#> [14,] -0.1827  0.0092
#> [15,]  0.0698  0.0415
#> [16,] -0.0069  0.0150
#> [17,]  0.0830 -0.0029
#> [18,] -0.1193 -0.0316
#> 
#> $AE68
#>          [,1]    [,2]
#>  [1,] -0.4682  0.0363
#>  [2,]  0.0162  0.0848
#>  [3,]  0.2220  0.0626
#>  [4,]  0.2528  0.0392
#>  [5,]  0.2574  0.0164
#>  [6,]  0.2491 -0.0044
#>  [7,]  0.2243 -0.0272
#>  [8,]  0.1727 -0.0476
#>  [9,]  0.1078 -0.0619
#> [10,]  0.0231 -0.0810
#> [11,] -0.0979 -0.0994
#> [12,] -0.4090 -0.0105
#> [13,] -0.3968  0.0310
#> [14,] -0.1951  0.0358
#> [15,]  0.0985  0.0423
#> [16,] -0.0013  0.0195
#> [17,]  0.0729 -0.0110
#> [18,] -0.1284 -0.0248
#> 
#> $AE69
#>          [,1]    [,2]
#>  [1,] -0.4863  0.0295
#>  [2,]  0.0127  0.0793
#>  [3,]  0.2191  0.0650
#>  [4,]  0.2358  0.0459
#>  [5,]  0.2457  0.0240
#>  [6,]  0.2417  0.0087
#>  [7,]  0.2301 -0.0121
#>  [8,]  0.1995 -0.0360
#>  [9,]  0.1184 -0.0630
#> [10,]  0.0296 -0.0845
#> [11,] -0.0793 -0.1054
#> [12,] -0.4148 -0.0143
#> [13,] -0.3983  0.0188
#> [14,] -0.1556  0.0227
#> [15,]  0.0775  0.0426
#> [16,] -0.0229  0.0174
#> [17,]  0.0789 -0.0132
#> [18,] -0.1320 -0.0255
#> 
#> $AE70
#>          [,1]    [,2]
#>  [1,] -0.4737  0.0113
#>  [2,]  0.0050  0.0868
#>  [3,]  0.2235  0.0796
#>  [4,]  0.2462  0.0555
#>  [5,]  0.2500  0.0330
#>  [6,]  0.2454  0.0145
#>  [7,]  0.2256 -0.0071
#>  [8,]  0.1972 -0.0254
#>  [9,]  0.1149 -0.0624
#> [10,]  0.0369 -0.0947
#> [11,] -0.0880 -0.1198
#> [12,] -0.4060 -0.0291
#> [13,] -0.3921  0.0033
#> [14,] -0.1731  0.0192
#> [15,]  0.0698  0.0518
#> [16,] -0.0206  0.0244
#> [17,]  0.0761 -0.0092
#> [18,] -0.1368 -0.0317
#> 
#> $AE71
#>          [,1]    [,2]
#>  [1,] -0.4874 -0.0215
#>  [2,] -0.0026  0.0984
#>  [3,]  0.2117  0.0955
#>  [4,]  0.2368  0.0724
#>  [5,]  0.2441  0.0511
#>  [6,]  0.2405  0.0297
#>  [7,]  0.2309  0.0125
#>  [8,]  0.1885 -0.0225
#>  [9,]  0.1217 -0.0534
#> [10,]  0.0463 -0.0908
#> [11,] -0.0510 -0.1233
#> [12,] -0.3904 -0.0572
#> [13,] -0.3866 -0.0109
#> [14,] -0.2039  0.0073
#> [15,]  0.0774  0.0526
#> [16,] -0.0172  0.0150
#> [17,]  0.0720 -0.0079
#> [18,] -0.1308 -0.0471
#> 
#> $AE72
#>          [,1]    [,2]
#>  [1,] -0.4795  0.0247
#>  [2,]  0.0091  0.0831
#>  [3,]  0.2254  0.0679
#>  [4,]  0.2418  0.0477
#>  [5,]  0.2478  0.0260
#>  [6,]  0.2434  0.0069
#>  [7,]  0.2229 -0.0137
#>  [8,]  0.1698 -0.0435
#>  [9,]  0.1011 -0.0675
#> [10,]  0.0302 -0.0889
#> [11,] -0.0886 -0.1022
#> [12,] -0.4144 -0.0192
#> [13,] -0.3939  0.0218
#> [14,] -0.1871  0.0307
#> [15,]  0.1069  0.0493
#> [16,] -0.0070  0.0188
#> [17,]  0.0938 -0.0142
#> [18,] -0.1216 -0.0280
#> 
#> $AE73
#>          [,1]    [,2]
#>  [1,] -0.4812  0.0565
#>  [2,] -0.0083  0.0817
#>  [3,]  0.2518  0.0414
#>  [4,]  0.2618  0.0231
#>  [5,]  0.2579  0.0073
#>  [6,]  0.2441 -0.0147
#>  [7,]  0.2224 -0.0303
#>  [8,]  0.1684 -0.0514
#>  [9,]  0.0983 -0.0710
#> [10,]  0.0396 -0.0905
#> [11,] -0.0744 -0.1091
#> [12,] -0.3931  0.0040
#> [13,] -0.3867  0.0503
#> [14,] -0.1847  0.0468
#> [15,]  0.0925  0.0426
#> [16,] -0.0247  0.0228
#> [17,]  0.0492 -0.0054
#> [18,] -0.1331 -0.0041
#> 
#> $AE74
#>          [,1]    [,2]
#>  [1,] -0.4993  0.0324
#>  [2,]  0.0385  0.0888
#>  [3,]  0.2101  0.0738
#>  [4,]  0.2442  0.0458
#>  [5,]  0.2478  0.0201
#>  [6,]  0.2385 -0.0078
#>  [7,]  0.2092 -0.0311
#>  [8,]  0.1675 -0.0509
#>  [9,]  0.1004 -0.0700
#> [10,]  0.0204 -0.0891
#> [11,] -0.0874 -0.1027
#> [12,] -0.4197 -0.0120
#> [13,] -0.3998  0.0311
#> [14,] -0.1515  0.0383
#> [15,]  0.0957  0.0439
#> [16,]  0.0090  0.0234
#> [17,]  0.0858 -0.0101
#> [18,] -0.1094 -0.0239
#> 
#> $AE75
#>          [,1]    [,2]
#>  [1,] -0.4930  0.0009
#>  [2,]  0.0098  0.0850
#>  [3,]  0.2238  0.0734
#>  [4,]  0.2375  0.0589
#>  [5,]  0.2455  0.0384
#>  [6,]  0.2455  0.0211
#>  [7,]  0.2315 -0.0059
#>  [8,]  0.1734 -0.0333
#>  [9,]  0.1027 -0.0571
#> [10,]  0.0428 -0.0851
#> [11,] -0.0623 -0.1083
#> [12,] -0.4081 -0.0362
#> [13,] -0.3975  0.0072
#> [14,] -0.1826  0.0205
#> [15,]  0.0913  0.0498
#> [16,] -0.0073  0.0133
#> [17,]  0.0610 -0.0098
#> [18,] -0.1140 -0.0327
#> 
#> $AE76
#>          [,1]    [,2]
#>  [1,] -0.4792  0.0348
#>  [2,]  0.0304  0.0869
#>  [3,]  0.2140  0.0581
#>  [4,]  0.2300  0.0414
#>  [5,]  0.2386  0.0231
#>  [6,]  0.2373  0.0049
#>  [7,]  0.2247 -0.0140
#>  [8,]  0.1851 -0.0421
#>  [9,]  0.1217 -0.0651
#> [10,]  0.0216 -0.0856
#> [11,] -0.0886 -0.1011
#> [12,] -0.4228 -0.0215
#> [13,] -0.3953  0.0281
#> [14,] -0.1876  0.0300
#> [15,]  0.1045  0.0452
#> [16,] -0.0007  0.0172
#> [17,]  0.0934 -0.0135
#> [18,] -0.1271 -0.0268
#> 
#> $AE77
#>          [,1]    [,2]
#>  [1,] -0.4881  0.0362
#>  [2,]  0.0112  0.0821
#>  [3,]  0.2292  0.0667
#>  [4,]  0.2434  0.0459
#>  [5,]  0.2498  0.0225
#>  [6,]  0.2441  0.0014
#>  [7,]  0.2256 -0.0232
#>  [8,]  0.1860 -0.0492
#>  [9,]  0.1195 -0.0705
#> [10,]  0.0140 -0.0947
#> [11,] -0.0906 -0.1020
#> [12,] -0.4026 -0.0068
#> [13,] -0.3875  0.0336
#> [14,] -0.1753  0.0313
#> [15,]  0.0810  0.0459
#> [16,] -0.0129  0.0188
#> [17,]  0.0793 -0.0134
#> [18,] -0.1262 -0.0247
#> 
#> $AE78
#>          [,1]    [,2]
#>  [1,] -0.4808  0.0257
#>  [2,]  0.0119  0.0828
#>  [3,]  0.2359  0.0674
#>  [4,]  0.2512  0.0466
#>  [5,]  0.2487  0.0253
#>  [6,]  0.2389  0.0053
#>  [7,]  0.2190 -0.0150
#>  [8,]  0.1791 -0.0401
#>  [9,]  0.1275 -0.0625
#> [10,]  0.0294 -0.0893
#> [11,] -0.0727 -0.1060
#> [12,] -0.4010 -0.0194
#> [13,] -0.4092  0.0233
#> [14,] -0.1771  0.0352
#> [15,]  0.0698  0.0404
#> [16,] -0.0148  0.0155
#> [17,]  0.0663 -0.0123
#> [18,] -0.1222 -0.0228
#> 
#> $AE79
#>          [,1]    [,2]
#>  [1,] -0.4854 -0.0160
#>  [2,]  0.0061  0.0899
#>  [3,]  0.2144  0.0921
#>  [4,]  0.2502  0.0634
#>  [5,]  0.2546  0.0396
#>  [6,]  0.2495  0.0239
#>  [7,]  0.2275  0.0048
#>  [8,]  0.1833 -0.0226
#>  [9,]  0.1243 -0.0512
#> [10,]  0.0498 -0.0852
#> [11,] -0.0740 -0.1218
#> [12,] -0.3882 -0.0466
#> [13,] -0.3775 -0.0073
#> [14,] -0.2143  0.0109
#> [15,]  0.0727  0.0477
#> [16,] -0.0267  0.0160
#> [17,]  0.0627 -0.0037
#> [18,] -0.1292 -0.0337
#> 
#> $AE80
#>          [,1]    [,2]
#>  [1,] -0.4770  0.0323
#>  [2,]  0.0028  0.0796
#>  [3,]  0.2192  0.0600
#>  [4,]  0.2403  0.0375
#>  [5,]  0.2502  0.0177
#>  [6,]  0.2468  0.0028
#>  [7,]  0.2361 -0.0172
#>  [8,]  0.1945 -0.0413
#>  [9,]  0.1137 -0.0629
#> [10,]  0.0326 -0.0831
#> [11,] -0.0776 -0.1016
#> [12,] -0.4146 -0.0084
#> [13,] -0.3839  0.0274
#> [14,] -0.2006  0.0291
#> [15,]  0.0822  0.0417
#> [16,] -0.0149  0.0200
#> [17,]  0.0785 -0.0103
#> [18,] -0.1282 -0.0233
#> 
#> $AE81
#>          [,1]    [,2]
#>  [1,] -0.4625  0.0125
#>  [2,]  0.0122  0.0972
#>  [3,]  0.2143  0.0808
#>  [4,]  0.2348  0.0651
#>  [5,]  0.2503  0.0410
#>  [6,]  0.2534  0.0207
#>  [7,]  0.2349 -0.0058
#>  [8,]  0.1980 -0.0317
#>  [9,]  0.1238 -0.0673
#> [10,]  0.0546 -0.1022
#> [11,] -0.0467 -0.1261
#> [12,] -0.4013 -0.0416
#> [13,] -0.3820  0.0075
#> [14,] -0.2137  0.0199
#> [15,]  0.0583  0.0513
#> [16,] -0.0247  0.0182
#> [17,]  0.0494 -0.0079
#> [18,] -0.1531 -0.0316
#> 
#> $AE82
#>          [,1]    [,2]
#>  [1,] -0.4883 -0.0152
#>  [2,] -0.0164  0.0892
#>  [3,]  0.2108  0.0868
#>  [4,]  0.2351  0.0724
#>  [5,]  0.2480  0.0471
#>  [6,]  0.2410  0.0243
#>  [7,]  0.2141 -0.0064
#>  [8,]  0.1917 -0.0298
#>  [9,]  0.1307 -0.0653
#> [10,]  0.0442 -0.0980
#> [11,] -0.0780 -0.1146
#> [12,] -0.3971 -0.0369
#> [13,] -0.3903 -0.0044
#> [14,] -0.1827  0.0154
#> [15,]  0.0974  0.0553
#> [16,] -0.0215  0.0170
#> [17,]  0.0864 -0.0036
#> [18,] -0.1253 -0.0333
#> 
#> $AE83
#>          [,1]    [,2]
#>  [1,] -0.4668  0.0570
#>  [2,]  0.0029  0.0886
#>  [3,]  0.2390  0.0506
#>  [4,]  0.2567  0.0261
#>  [5,]  0.2587  0.0026
#>  [6,]  0.2436 -0.0248
#>  [7,]  0.2192 -0.0429
#>  [8,]  0.1795 -0.0629
#>  [9,]  0.1235 -0.0753
#> [10,]  0.0217 -0.0877
#> [11,] -0.0879 -0.0963
#> [12,] -0.4110  0.0186
#> [13,] -0.3814  0.0537
#> [14,] -0.1887  0.0495
#> [15,]  0.0936  0.0451
#> [16,] -0.0185  0.0264
#> [17,]  0.0418 -0.0133
#> [18,] -0.1261 -0.0149
#> 
#> $AE84
#>          [,1]    [,2]
#>  [1,] -0.4812  0.0442
#>  [2,]  0.0448  0.0968
#>  [3,]  0.2255  0.0617
#>  [4,]  0.2478  0.0425
#>  [5,]  0.2591  0.0180
#>  [6,]  0.2498 -0.0017
#>  [7,]  0.2289 -0.0281
#>  [8,]  0.1867 -0.0532
#>  [9,]  0.1105 -0.0763
#> [10,]  0.0286 -0.0992
#> [11,] -0.0938 -0.1047
#> [12,] -0.3920  0.0044
#> [13,] -0.3772  0.0462
#> [14,] -0.1932  0.0398
#> [15,]  0.0649  0.0383
#> [16,] -0.0299  0.0180
#> [17,]  0.0600 -0.0188
#> [18,] -0.1393 -0.0281
#> 
#> $AE85
#>          [,1]    [,2]
#>  [1,] -0.4611  0.0127
#>  [2,]  0.0154  0.0912
#>  [3,]  0.2370  0.0709
#>  [4,]  0.2518  0.0454
#>  [5,]  0.2528  0.0309
#>  [6,]  0.2509  0.0117
#>  [7,]  0.2381 -0.0070
#>  [8,]  0.1968 -0.0369
#>  [9,]  0.1009 -0.0629
#> [10,]  0.0191 -0.0904
#> [11,] -0.0797 -0.1074
#> [12,] -0.4117 -0.0313
#> [13,] -0.3981  0.0050
#> [14,] -0.1649  0.0262
#> [15,]  0.0475  0.0479
#> [16,] -0.0288  0.0249
#> [17,]  0.0693 -0.0046
#> [18,] -0.1354 -0.0264
#> 
#> $AE86
#>          [,1]    [,2]
#>  [1,] -0.4746 -0.0102
#>  [2,] -0.0048  0.0982
#>  [3,]  0.2290  0.0868
#>  [4,]  0.2432  0.0694
#>  [5,]  0.2495  0.0465
#>  [6,]  0.2450  0.0269
#>  [7,]  0.2298  0.0018
#>  [8,]  0.1892 -0.0311
#>  [9,]  0.1274 -0.0604
#> [10,]  0.0578 -0.0941
#> [11,] -0.0414 -0.1274
#> [12,] -0.3930 -0.0612
#> [13,] -0.3824  0.0085
#> [14,] -0.1932  0.0158
#> [15,]  0.0533  0.0491
#> [16,] -0.0299  0.0185
#> [17,]  0.0498 -0.0022
#> [18,] -0.1549 -0.0351
#> 
#> $AE87
#>          [,1]    [,2]
#>  [1,] -0.4700  0.0346
#>  [2,]  0.0075  0.0853
#>  [3,]  0.2372  0.0643
#>  [4,]  0.2583  0.0437
#>  [5,]  0.2639  0.0246
#>  [6,]  0.2569 -0.0012
#>  [7,]  0.2319 -0.0174
#>  [8,]  0.1824 -0.0420
#>  [9,]  0.1036 -0.0660
#> [10,]  0.0394 -0.0887
#> [11,] -0.0630 -0.1144
#> [12,] -0.3993 -0.0161
#> [13,] -0.3864  0.0292
#> [14,] -0.1710  0.0321
#> [15,]  0.0501  0.0412
#> [16,] -0.0248  0.0161
#> [17,]  0.0472 -0.0097
#> [18,] -0.1638 -0.0155
#> 
#> $AE88
#>          [,1]    [,2]
#>  [1,] -0.4789  0.0466
#>  [2,]  0.0268  0.0831
#>  [3,]  0.2438  0.0371
#>  [4,]  0.2548  0.0207
#>  [5,]  0.2559  0.0020
#>  [6,]  0.2477 -0.0151
#>  [7,]  0.2317 -0.0271
#>  [8,]  0.1799 -0.0469
#>  [9,]  0.1011 -0.0651
#> [10,]  0.0353 -0.0829
#> [11,] -0.0892 -0.0917
#> [12,] -0.4086  0.0069
#> [13,] -0.4010  0.0471
#> [14,] -0.1455  0.0405
#> [15,]  0.0471  0.0396
#> [16,] -0.0206  0.0232
#> [17,]  0.0565 -0.0062
#> [18,] -0.1368 -0.0116
#> 
#> $AE89
#>          [,1]    [,2]
#>  [1,] -0.4690  0.0593
#>  [2,]  0.0698  0.0872
#>  [3,]  0.2319  0.0416
#>  [4,]  0.2512  0.0188
#>  [5,]  0.2517 -0.0043
#>  [6,]  0.2471 -0.0202
#>  [7,]  0.2183 -0.0396
#>  [8,]  0.1770 -0.0567
#>  [9,]  0.1112 -0.0710
#> [10,]  0.0155 -0.0877
#> [11,] -0.1024 -0.0898
#> [12,] -0.4069  0.0179
#> [13,] -0.3957  0.0535
#> [14,] -0.1706  0.0430
#> [15,]  0.0837  0.0418
#> [16,] -0.0302  0.0247
#> [17,]  0.0648 -0.0124
#> [18,] -0.1475 -0.0060
#> 
#> $AE90
#>          [,1]    [,2]
#>  [1,] -0.4802 -0.0309
#>  [2,] -0.0233  0.0907
#>  [3,]  0.2213  0.0933
#>  [4,]  0.2414  0.0753
#>  [5,]  0.2467  0.0519
#>  [6,]  0.2403  0.0348
#>  [7,]  0.2267  0.0144
#>  [8,]  0.1900 -0.0138
#>  [9,]  0.1237 -0.0532
#> [10,]  0.0422 -0.0917
#> [11,] -0.0573 -0.1295
#> [12,] -0.4019 -0.0754
#> [13,] -0.3867 -0.0167
#> [14,] -0.1757  0.0123
#> [15,]  0.0683  0.0591
#> [16,] -0.0120  0.0220
#> [17,]  0.0642  0.0026
#> [18,] -0.1275 -0.0454
#> 
#> $AE91
#>          [,1]    [,2]
#>  [1,] -0.4779  0.0343
#>  [2,] -0.0051  0.0874
#>  [3,]  0.2188  0.0711
#>  [4,]  0.2418  0.0494
#>  [5,]  0.2468  0.0277
#>  [6,]  0.2444  0.0099
#>  [7,]  0.2258 -0.0153
#>  [8,]  0.1875 -0.0437
#>  [9,]  0.1220 -0.0740
#> [10,]  0.0300 -0.1010
#> [11,] -0.0978 -0.1141
#> [12,] -0.4076 -0.0196
#> [13,] -0.3892  0.0245
#> [14,] -0.1812  0.0342
#> [15,]  0.0914  0.0433
#> [16,] -0.0160  0.0187
#> [17,]  0.0841 -0.0124
#> [18,] -0.1180 -0.0206
#> 
#> $AE92
#>          [,1]    [,2]
#>  [1,] -0.4656  0.0404
#>  [2,]  0.0042  0.0833
#>  [3,]  0.2235  0.0551
#>  [4,]  0.2493  0.0348
#>  [5,]  0.2565  0.0143
#>  [6,]  0.2524 -0.0079
#>  [7,]  0.2341 -0.0255
#>  [8,]  0.1980 -0.0432
#>  [9,]  0.1148 -0.0632
#> [10,]  0.0300 -0.0813
#> [11,] -0.0854 -0.1019
#> [12,] -0.4114 -0.0068
#> [13,] -0.3884  0.0291
#> [14,] -0.1832  0.0313
#> [15,]  0.0617  0.0390
#> [16,] -0.0179  0.0219
#> [17,]  0.0760 -0.0099
#> [18,] -0.1484 -0.0095
#> 
#> $AE93
#>          [,1]    [,2]
#>  [1,] -0.4952 -0.0307
#>  [2,] -0.0084  0.0880
#>  [3,]  0.2071  0.0946
#>  [4,]  0.2316  0.0816
#>  [5,]  0.2467  0.0549
#>  [6,]  0.2453  0.0383
#>  [7,]  0.2234  0.0091
#>  [8,]  0.1754 -0.0252
#>  [9,]  0.1271 -0.0547
#> [10,]  0.0341 -0.0909
#> [11,] -0.0819 -0.1079
#> [12,] -0.3926 -0.0640
#> [13,] -0.3841 -0.0171
#> [14,] -0.1796  0.0081
#> [15,]  0.1004  0.0557
#> [16,] -0.0091  0.0132
#> [17,]  0.0923 -0.0063
#> [18,] -0.1324 -0.0468
#> 
#> $AE94
#>          [,1]    [,2]
#>  [1,] -0.4698  0.0335
#>  [2,] -0.0216  0.0792
#>  [3,]  0.2474  0.0542
#>  [4,]  0.2598  0.0366
#>  [5,]  0.2638  0.0178
#>  [6,]  0.2596 -0.0003
#>  [7,]  0.2374 -0.0203
#>  [8,]  0.1819 -0.0429
#>  [9,]  0.1096 -0.0649
#> [10,]  0.0342 -0.0885
#> [11,] -0.0859 -0.0998
#> [12,] -0.3934 -0.0067
#> [13,] -0.3849  0.0245
#> [14,] -0.1768  0.0324
#> [15,]  0.0505  0.0429
#> [16,] -0.0276  0.0247
#> [17,]  0.0610 -0.0049
#> [18,] -0.1454 -0.0177
#> 
#> $AE95
#>          [,1]    [,2]
#>  [1,] -0.4671  0.0312
#>  [2,] -0.0061  0.0664
#>  [3,]  0.2297  0.0527
#>  [4,]  0.2486  0.0341
#>  [5,]  0.2520  0.0135
#>  [6,]  0.2493  0.0015
#>  [7,]  0.2372 -0.0153
#>  [8,]  0.1981 -0.0390
#>  [9,]  0.1311 -0.0586
#> [10,]  0.0390 -0.0802
#> [11,] -0.0883 -0.0946
#> [12,] -0.4060 -0.0092
#> [13,] -0.3842  0.0282
#> [14,] -0.1979  0.0305
#> [15,]  0.0683  0.0382
#> [16,] -0.0176  0.0225
#> [17,]  0.0693 -0.0105
#> [18,] -0.1554 -0.0115
#> 
#> $AE96
#>          [,1]    [,2]
#>  [1,] -0.4496  0.0251
#>  [2,]  0.0418  0.0929
#>  [3,]  0.2379  0.0655
#>  [4,]  0.2481  0.0523
#>  [5,]  0.2581  0.0299
#>  [6,]  0.2557  0.0055
#>  [7,]  0.2381 -0.0173
#>  [8,]  0.1991 -0.0432
#>  [9,]  0.1126 -0.0703
#> [10,]  0.0403 -0.0928
#> [11,] -0.0848 -0.1123
#> [12,] -0.3990 -0.0242
#> [13,] -0.3887  0.0212
#> [14,] -0.1800  0.0272
#> [15,]  0.0494  0.0466
#> [16,] -0.0371  0.0209
#> [17,]  0.0319 -0.0083
#> [18,] -0.1738 -0.0188
#> 
#> $AE97
#>          [,1]    [,2]
#>  [1,] -0.4752  0.0313
#>  [2,] -0.0129  0.0794
#>  [3,]  0.2411  0.0647
#>  [4,]  0.2630  0.0408
#>  [5,]  0.2667  0.0187
#>  [6,]  0.2589  0.0001
#>  [7,]  0.2373 -0.0218
#>  [8,]  0.1823 -0.0483
#>  [9,]  0.1101 -0.0685
#> [10,]  0.0322 -0.0905
#> [11,] -0.0857 -0.1034
#> [12,] -0.3916 -0.0011
#> [13,] -0.3707  0.0294
#> [14,] -0.1594  0.0302
#> [15,]  0.0684  0.0464
#> [16,] -0.0400  0.0168
#> [17,]  0.0472 -0.0064
#> [18,] -0.1714 -0.0179
#> 
#> $AE98
#>          [,1]    [,2]
#>  [1,] -0.4805  0.0310
#>  [2,]  0.0152  0.0817
#>  [3,]  0.2335  0.0515
#>  [4,]  0.2456  0.0339
#>  [5,]  0.2510  0.0165
#>  [6,]  0.2463 -0.0020
#>  [7,]  0.2240 -0.0203
#>  [8,]  0.1898 -0.0367
#>  [9,]  0.1122 -0.0542
#> [10,]  0.0281 -0.0775
#> [11,] -0.0741 -0.0984
#> [12,] -0.4098 -0.0139
#> [13,] -0.3935  0.0240
#> [14,] -0.1848  0.0289
#> [15,]  0.0663  0.0398
#> [16,] -0.0167  0.0198
#> [17,]  0.0885 -0.0078
#> [18,] -0.1409 -0.0163
#> 
#> $AE99
#>          [,1]    [,2]
#>  [1,] -0.4590  0.0473
#>  [2,] -0.0082  0.0763
#>  [3,]  0.2412  0.0497
#>  [4,]  0.2554  0.0312
#>  [5,]  0.2586  0.0137
#>  [6,]  0.2549 -0.0042
#>  [7,]  0.2314 -0.0258
#>  [8,]  0.1965 -0.0468
#>  [9,]  0.1246 -0.0728
#> [10,]  0.0303 -0.0900
#> [11,] -0.0930 -0.1030
#> [12,] -0.3969  0.0077
#> [13,] -0.3798  0.0425
#> [14,] -0.2065  0.0362
#> [15,]  0.0579  0.0396
#> [16,] -0.0358  0.0229
#> [17,]  0.0666 -0.0084
#> [18,] -0.1383 -0.0161
#> 
#> $AE100
#>          [,1]    [,2]
#>  [1,] -0.4465  0.0572
#>  [2,]  0.0411  0.0848
#>  [3,]  0.2502  0.0521
#>  [4,]  0.2663  0.0287
#>  [5,]  0.2668  0.0076
#>  [6,]  0.2608 -0.0132
#>  [7,]  0.2354 -0.0369
#>  [8,]  0.1695 -0.0604
#>  [9,]  0.0920 -0.0708
#> [10,]  0.0016 -0.0921
#> [11,] -0.1146 -0.0914
#> [12,] -0.4002  0.0082
#> [13,] -0.3877  0.0479
#> [14,] -0.1849  0.0425
#> [15,]  0.0621  0.0415
#> [16,] -0.0326  0.0214
#> [17,]  0.0604 -0.0142
#> [18,] -0.1397 -0.0129
#> 
#> $CX101
#>          [,1]    [,2]
#>  [1,] -0.4675  0.0358
#>  [2,]  0.0076  0.0890
#>  [3,]  0.2398  0.0591
#>  [4,]  0.2530  0.0387
#>  [5,]  0.2530  0.0160
#>  [6,]  0.2435 -0.0025
#>  [7,]  0.2281 -0.0208
#>  [8,]  0.1904 -0.0450
#>  [9,]  0.1145 -0.0676
#> [10,]  0.0441 -0.0922
#> [11,] -0.0861 -0.1011
#> [12,] -0.4050 -0.0034
#> [13,] -0.4006  0.0308
#> [14,] -0.1777  0.0344
#> [15,]  0.0503  0.0428
#> [16,] -0.0234  0.0200
#> [17,]  0.0666 -0.0124
#> [18,] -0.1306 -0.0216
#> 
#> $CX102
#>          [,1]    [,2]
#>  [1,] -0.4888  0.0420
#>  [2,]  0.0310  0.0749
#>  [3,]  0.2320  0.0461
#>  [4,]  0.2452  0.0355
#>  [5,]  0.2490  0.0209
#>  [6,]  0.2463 -0.0001
#>  [7,]  0.2282 -0.0249
#>  [8,]  0.1735 -0.0509
#>  [9,]  0.1146 -0.0649
#> [10,]  0.0404 -0.0844
#> [11,] -0.0664 -0.1011
#> [12,] -0.4162  0.0110
#> [13,] -0.3960  0.0379
#> [14,] -0.1586  0.0274
#> [15,]  0.0461  0.0383
#> [16,] -0.0118  0.0157
#> [17,]  0.0706 -0.0104
#> [18,] -0.1394 -0.0132
#> 
#> $CX103
#>          [,1]    [,2]
#>  [1,] -0.4607  0.0433
#>  [2,] -0.0028  0.0881
#>  [3,]  0.2367  0.0578
#>  [4,]  0.2565  0.0380
#>  [5,]  0.2685  0.0039
#>  [6,]  0.2615 -0.0101
#>  [7,]  0.2378 -0.0312
#>  [8,]  0.1889 -0.0549
#>  [9,]  0.1104 -0.0715
#> [10,]  0.0204 -0.0899
#> [11,] -0.0858 -0.0956
#> [12,] -0.3957 -0.0012
#> [13,] -0.3755  0.0427
#> [14,] -0.1941  0.0420
#> [15,]  0.0460  0.0436
#> [16,] -0.0207  0.0213
#> [17,]  0.0641 -0.0091
#> [18,] -0.1553 -0.0172
#> 
#> $CX104
#>          [,1]    [,2]
#>  [1,] -0.4740  0.0362
#>  [2,]  0.0148  0.0902
#>  [3,]  0.2410  0.0524
#>  [4,]  0.2495  0.0367
#>  [5,]  0.2536  0.0150
#>  [6,]  0.2499 -0.0044
#>  [7,]  0.2304 -0.0224
#>  [8,]  0.1789 -0.0498
#>  [9,]  0.1190 -0.0697
#> [10,]  0.0377 -0.0896
#> [11,] -0.0732 -0.1019
#> [12,] -0.3990 -0.0067
#> [13,] -0.3906  0.0306
#> [14,] -0.1890  0.0359
#> [15,]  0.0466  0.0460
#> [16,] -0.0228  0.0254
#> [17,]  0.0727 -0.0101
#> [18,] -0.1455 -0.0140
#> 
#> $CX105
#>          [,1]    [,2]
#>  [1,] -0.4668  0.0618
#>  [2,]  0.0094  0.0873
#>  [3,]  0.2422  0.0529
#>  [4,]  0.2512  0.0324
#>  [5,]  0.2543  0.0050
#>  [6,]  0.2490 -0.0107
#>  [7,]  0.2352 -0.0310
#>  [8,]  0.1858 -0.0570
#>  [9,]  0.1074 -0.0749
#> [10,]  0.0270 -0.0931
#> [11,] -0.0583 -0.1068
#> [12,] -0.4072  0.0148
#> [13,] -0.3952  0.0506
#> [14,] -0.1745  0.0392
#> [15,]  0.0449  0.0349
#> [16,] -0.0158  0.0211
#> [17,]  0.0501 -0.0115
#> [18,] -0.1385 -0.0147
#> 
#> $CX106
#>          [,1]    [,2]
#>  [1,] -0.4715  0.0348
#>  [2,]  0.0383  0.0970
#>  [3,]  0.2271  0.0693
#>  [4,]  0.2476  0.0416
#>  [5,]  0.2507  0.0204
#>  [6,]  0.2462  0.0005
#>  [7,]  0.2329 -0.0169
#>  [8,]  0.1895 -0.0447
#>  [9,]  0.1317 -0.0662
#> [10,]  0.0419 -0.0952
#> [11,] -0.0667 -0.1140
#> [12,] -0.4058 -0.0158
#> [13,] -0.3849  0.0256
#> [14,] -0.1853  0.0312
#> [15,]  0.0307  0.0462
#> [16,] -0.0225  0.0202
#> [17,]  0.0530 -0.0107
#> [18,] -0.1530 -0.0232
#> 
#> $CX107
#>          [,1]    [,2]
#>  [1,] -0.4590  0.0148
#>  [2,]  0.0363  0.0863
#>  [3,]  0.2260  0.0699
#>  [4,]  0.2480  0.0478
#>  [5,]  0.2538  0.0260
#>  [6,]  0.2493  0.0091
#>  [7,]  0.2424 -0.0048
#>  [8,]  0.1848 -0.0373
#>  [9,]  0.1359 -0.0516
#> [10,]  0.0476 -0.0813
#> [11,] -0.0687 -0.1059
#> [12,] -0.4071 -0.0230
#> [13,] -0.3946  0.0101
#> [14,] -0.2028  0.0189
#> [15,]  0.0294  0.0402
#> [16,] -0.0230  0.0168
#> [17,]  0.0519 -0.0071
#> [18,] -0.1502 -0.0288
#> 
#> $CX108
#>          [,1]    [,2]
#>  [1,] -0.4555  0.0398
#>  [2,]  0.0470  0.0891
#>  [3,]  0.2562  0.0561
#>  [4,]  0.2701  0.0390
#>  [5,]  0.2680  0.0145
#>  [6,]  0.2584 -0.0016
#>  [7,]  0.2320 -0.0199
#>  [8,]  0.1668 -0.0458
#>  [9,]  0.1151 -0.0631
#> [10,]  0.0296 -0.0835
#> [11,] -0.0592 -0.0990
#> [12,] -0.3938 -0.0068
#> [13,] -0.3848  0.0315
#> [14,] -0.2053  0.0334
#> [15,]  0.0194  0.0418
#> [16,] -0.0607  0.0127
#> [17,]  0.0395 -0.0129
#> [18,] -0.1427 -0.0254
#> 
#> $CX109
#>          [,1]    [,2]
#>  [1,] -0.4667  0.0415
#>  [2,]  0.0338  0.0789
#>  [3,]  0.2422  0.0496
#>  [4,]  0.2538  0.0348
#>  [5,]  0.2566  0.0152
#>  [6,]  0.2470 -0.0006
#>  [7,]  0.2342 -0.0169
#>  [8,]  0.1996 -0.0404
#>  [9,]  0.1256 -0.0646
#> [10,]  0.0298 -0.0862
#> [11,] -0.0508 -0.0996
#> [12,] -0.4027 -0.0035
#> [13,] -0.3905  0.0319
#> [14,] -0.1961  0.0325
#> [15,]  0.0087  0.0352
#> [16,] -0.0277  0.0175
#> [17,]  0.0499 -0.0075
#> [18,] -0.1466 -0.0177
#> 
#> $CX110
#>          [,1]    [,2]
#>  [1,] -0.4672  0.0148
#>  [2,] -0.0006  0.0759
#>  [3,]  0.2450  0.0556
#>  [4,]  0.2527  0.0457
#>  [5,]  0.2575  0.0260
#>  [6,]  0.2521  0.0083
#>  [7,]  0.2378 -0.0110
#>  [8,]  0.1833 -0.0363
#>  [9,]  0.1208 -0.0568
#> [10,]  0.0466 -0.0793
#> [11,] -0.0694 -0.0989
#> [12,] -0.4047 -0.0193
#> [13,] -0.3958  0.0109
#> [14,] -0.1872  0.0241
#> [15,]  0.0241  0.0417
#> [16,] -0.0231  0.0205
#> [17,]  0.0664 -0.0083
#> [18,] -0.1382 -0.0136
#> 
#> $CX111
#>          [,1]    [,2]
#>  [1,] -0.4677  0.0403
#>  [2,]  0.0196  0.0881
#>  [3,]  0.2339  0.0595
#>  [4,]  0.2494  0.0417
#>  [5,]  0.2516  0.0225
#>  [6,]  0.2500  0.0040
#>  [7,]  0.2268 -0.0213
#>  [8,]  0.1892 -0.0451
#>  [9,]  0.1276 -0.0688
#> [10,]  0.0479 -0.0954
#> [11,] -0.0531 -0.1165
#> [12,] -0.4007 -0.0060
#> [13,] -0.3897  0.0315
#> [14,] -0.1988  0.0346
#> [15,]  0.0346  0.0453
#> [16,] -0.0262  0.0179
#> [17,]  0.0552 -0.0111
#> [18,] -0.1495 -0.0211
#> 
#> $CX112
#>          [,1]    [,2]
#>  [1,] -0.4564  0.0647
#>  [2,]  0.0275  0.0924
#>  [3,]  0.2515  0.0403
#>  [4,]  0.2605  0.0205
#>  [5,]  0.2628 -0.0063
#>  [6,]  0.2530 -0.0233
#>  [7,]  0.2335 -0.0405
#>  [8,]  0.1908 -0.0613
#>  [9,]  0.0918 -0.0767
#> [10,]  0.0060 -0.0898
#> [11,] -0.0921 -0.0952
#> [12,] -0.3958  0.0241
#> [13,] -0.3816  0.0571
#> [14,] -0.1921  0.0501
#> [15,]  0.0472  0.0384
#> [16,] -0.0190  0.0215
#> [17,]  0.0587 -0.0154
#> [18,] -0.1462 -0.0008
#> 
#> $CX113
#>          [,1]    [,2]
#>  [1,] -0.4751  0.0569
#>  [2,]  0.0052  0.0783
#>  [3,]  0.2519  0.0382
#>  [4,]  0.2542  0.0256
#>  [5,]  0.2513  0.0055
#>  [6,]  0.2471 -0.0123
#>  [7,]  0.2233 -0.0291
#>  [8,]  0.1824 -0.0469
#>  [9,]  0.1096 -0.0678
#> [10,]  0.0453 -0.0893
#> [11,] -0.0698 -0.1008
#> [12,] -0.4007  0.0165
#> [13,] -0.3929  0.0455
#> [14,] -0.1801  0.0341
#> [15,]  0.0579  0.0377
#> [16,] -0.0185  0.0201
#> [17,]  0.0591 -0.0086
#> [18,] -0.1500 -0.0037
#> 
#> $CX114
#>          [,1]    [,2]
#>  [1,] -0.4516  0.0474
#>  [2,]  0.0362  0.0865
#>  [3,]  0.2354  0.0643
#>  [4,]  0.2578  0.0385
#>  [5,]  0.2614  0.0162
#>  [6,]  0.2522 -0.0055
#>  [7,]  0.2305 -0.0240
#>  [8,]  0.1886 -0.0484
#>  [9,]  0.1193 -0.0725
#> [10,]  0.0389 -0.1026
#> [11,] -0.0797 -0.1136
#> [12,] -0.4040  0.0051
#> [13,] -0.3864  0.0390
#> [14,] -0.1879  0.0325
#> [15,]  0.0302  0.0375
#> [16,] -0.0300  0.0176
#> [17,]  0.0510 -0.0096
#> [18,] -0.1620 -0.0084
#> 
#> $CX115
#>          [,1]    [,2]
#>  [1,] -0.4523  0.0176
#>  [2,]  0.0035  0.0833
#>  [3,]  0.2144  0.0768
#>  [4,]  0.2443  0.0558
#>  [5,]  0.2566  0.0296
#>  [6,]  0.2542  0.0105
#>  [7,]  0.2407 -0.0070
#>  [8,]  0.2163 -0.0307
#>  [9,]  0.1366 -0.0594
#> [10,]  0.0410 -0.0894
#> [11,] -0.0903 -0.1067
#> [12,] -0.4030 -0.0281
#> [13,] -0.3952  0.0062
#> [14,] -0.1757  0.0183
#> [15,]  0.0380  0.0414
#> [16,] -0.0322  0.0175
#> [17,]  0.0617 -0.0073
#> [18,] -0.1585 -0.0283
#> 
#> $CX116
#>          [,1]    [,2]
#>  [1,] -0.4638  0.0562
#>  [2,]  0.0597  0.0945
#>  [3,]  0.2388  0.0506
#>  [4,]  0.2573  0.0282
#>  [5,]  0.2573  0.0022
#>  [6,]  0.2492 -0.0153
#>  [7,]  0.2263 -0.0375
#>  [8,]  0.1867 -0.0609
#>  [9,]  0.1100 -0.0799
#> [10,]  0.0215 -0.0950
#> [11,] -0.0765 -0.1068
#> [12,] -0.4073  0.0138
#> [13,] -0.3775  0.0529
#> [14,] -0.1544  0.0461
#> [15,]  0.0437  0.0430
#> [16,] -0.0265  0.0239
#> [17,]  0.0387 -0.0080
#> [18,] -0.1834 -0.0080
#> 
#> $CX117
#>          [,1]    [,2]
#>  [1,] -0.4699  0.0301
#>  [2,]  0.0096  0.0909
#>  [3,]  0.2565  0.0431
#>  [4,]  0.2598  0.0340
#>  [5,]  0.2595  0.0158
#>  [6,]  0.2551  0.0034
#>  [7,]  0.2364 -0.0176
#>  [8,]  0.2000 -0.0399
#>  [9,]  0.1255 -0.0658
#> [10,]  0.0271 -0.0897
#> [11,] -0.0544 -0.1021
#> [12,] -0.3901 -0.0085
#> [13,] -0.3751  0.0295
#> [14,] -0.1805  0.0350
#> [15,]  0.0155  0.0443
#> [16,] -0.0440  0.0198
#> [17,]  0.0343 -0.0054
#> [18,] -0.1652 -0.0169
#> 
#> $CX118
#>          [,1]    [,2]
#>  [1,] -0.4717  0.0591
#>  [2,]  0.0228  0.0912
#>  [3,]  0.2401  0.0542
#>  [4,]  0.2557  0.0372
#>  [5,]  0.2604  0.0132
#>  [6,]  0.2551 -0.0035
#>  [7,]  0.2380 -0.0238
#>  [8,]  0.1861 -0.0494
#>  [9,]  0.1134 -0.0730
#> [10,]  0.0372 -0.0981
#> [11,] -0.0711 -0.1055
#> [12,] -0.4021 -0.0079
#> [13,] -0.3762  0.0492
#> [14,] -0.1826  0.0340
#> [15,]  0.0230  0.0341
#> [16,] -0.0235  0.0166
#> [17,]  0.0383 -0.0098
#> [18,] -0.1430 -0.0179
#> 
#> $CX119
#>          [,1]    [,2]
#>  [1,] -0.4823  0.0484
#>  [2,]  0.0239  0.0839
#>  [3,]  0.2381  0.0493
#>  [4,]  0.2559  0.0323
#>  [5,]  0.2612  0.0093
#>  [6,]  0.2540 -0.0136
#>  [7,]  0.2274 -0.0340
#>  [8,]  0.1855 -0.0536
#>  [9,]  0.1077 -0.0661
#> [10,]  0.0256 -0.0857
#> [11,] -0.0909 -0.0937
#> [12,] -0.4008  0.0051
#> [13,] -0.3850  0.0448
#> [14,] -0.1620  0.0341
#> [15,]  0.0659  0.0387
#> [16,] -0.0253  0.0186
#> [17,]  0.0440 -0.0063
#> [18,] -0.1428 -0.0115
#> 
#> $CX120
#>          [,1]    [,2]
#>  [1,] -0.4575  0.0294
#>  [2,]  0.0270  0.0921
#>  [3,]  0.2328  0.0739
#>  [4,]  0.2574  0.0451
#>  [5,]  0.2623  0.0192
#>  [6,]  0.2555 -0.0027
#>  [7,]  0.2341 -0.0226
#>  [8,]  0.1904 -0.0453
#>  [9,]  0.1083 -0.0686
#> [10,]  0.0369 -0.0939
#> [11,] -0.0767 -0.1056
#> [12,] -0.4021 -0.0155
#> [13,] -0.3876  0.0264
#> [14,] -0.1826  0.0346
#> [15,]  0.0479  0.0459
#> [16,] -0.0293  0.0198
#> [17,]  0.0432 -0.0130
#> [18,] -0.1598 -0.0193
#> 
#> $CX121
#>          [,1]    [,2]
#>  [1,] -0.4785  0.0252
#>  [2,] -0.0091  0.0782
#>  [3,]  0.2140  0.0670
#>  [4,]  0.2430  0.0459
#>  [5,]  0.2600  0.0218
#>  [6,]  0.2575  0.0084
#>  [7,]  0.2420 -0.0185
#>  [8,]  0.2009 -0.0467
#>  [9,]  0.1466 -0.0688
#> [10,]  0.0406 -0.0924
#> [11,] -0.0734 -0.1098
#> [12,] -0.3879 -0.0101
#> [13,] -0.3856  0.0271
#> [14,] -0.1764  0.0262
#> [15,]  0.0299  0.0448
#> [16,] -0.0162  0.0209
#> [17,]  0.0502 -0.0023
#> [18,] -0.1576 -0.0167
#> 
#> $CX122
#>          [,1]    [,2]
#>  [1,] -0.4806  0.0049
#>  [2,]  0.0172  0.0810
#>  [3,]  0.2174  0.0773
#>  [4,]  0.2429  0.0558
#>  [5,]  0.2512  0.0339
#>  [6,]  0.2482  0.0140
#>  [7,]  0.2267 -0.0067
#>  [8,]  0.1961 -0.0262
#>  [9,]  0.1269 -0.0542
#> [10,]  0.0394 -0.0811
#> [11,] -0.0736 -0.1045
#> [12,] -0.4104 -0.0276
#> [13,] -0.3947  0.0023
#> [14,] -0.1550  0.0162
#> [15,]  0.0567  0.0419
#> [16,] -0.0242  0.0153
#> [17,]  0.0737 -0.0086
#> [18,] -0.1579 -0.0338
#> 
#> $CX123
#>          [,1]    [,2]
#>  [1,] -0.4703 -0.0009
#>  [2,]  0.0011  0.0805
#>  [3,]  0.2146  0.0747
#>  [4,]  0.2348  0.0585
#>  [5,]  0.2453  0.0350
#>  [6,]  0.2442  0.0149
#>  [7,]  0.2372 -0.0030
#>  [8,]  0.2186 -0.0235
#>  [9,]  0.1342 -0.0582
#> [10,]  0.0391 -0.0843
#> [11,] -0.0726 -0.1051
#> [12,] -0.4090 -0.0371
#> [13,] -0.3966 -0.0061
#> [14,] -0.1624  0.0193
#> [15,]  0.0557  0.0467
#> [16,] -0.0272  0.0190
#> [17,]  0.0718 -0.0052
#> [18,] -0.1583 -0.0251
#> 
#> $CX124
#>          [,1]    [,2]
#>  [1,] -0.4725  0.0441
#>  [2,]  0.0318  0.0808
#>  [3,]  0.2382  0.0419
#>  [4,]  0.2504  0.0237
#>  [5,]  0.2492  0.0019
#>  [6,]  0.2414 -0.0135
#>  [7,]  0.2276 -0.0298
#>  [8,]  0.1945 -0.0472
#>  [9,]  0.1219 -0.0661
#> [10,]  0.0311 -0.0885
#> [11,] -0.0963 -0.0840
#> [12,] -0.4066  0.0093
#> [13,] -0.3944  0.0425
#> [14,] -0.1724  0.0390
#> [15,]  0.0667  0.0418
#> [16,] -0.0108  0.0205
#> [17,]  0.0548 -0.0049
#> [18,] -0.1546 -0.0115
#> 
#> $CX125
#>          [,1]    [,2]
#>  [1,] -0.4697  0.0196
#>  [2,]  0.0007  0.0850
#>  [3,]  0.2228  0.0760
#>  [4,]  0.2485  0.0540
#>  [5,]  0.2548  0.0319
#>  [6,]  0.2511  0.0132
#>  [7,]  0.2366 -0.0097
#>  [8,]  0.1950 -0.0372
#>  [9,]  0.1279 -0.0620
#> [10,]  0.0443 -0.0943
#> [11,] -0.0773 -0.1149
#> [12,] -0.3987 -0.0131
#> [13,] -0.3908  0.0161
#> [14,] -0.1816  0.0213
#> [15,]  0.0376  0.0408
#> [16,] -0.0073  0.0137
#> [17,]  0.0592 -0.0103
#> [18,] -0.1531 -0.0300
#> 
#> $DE126
#>          [,1]    [,2]
#>  [1,] -0.4620  0.0204
#>  [2,]  0.0082  0.0893
#>  [3,]  0.2061  0.0797
#>  [4,]  0.2374  0.0529
#>  [5,]  0.2457  0.0306
#>  [6,]  0.2482  0.0060
#>  [7,]  0.2341 -0.0151
#>  [8,]  0.2064 -0.0363
#>  [9,]  0.1421 -0.0635
#> [10,]  0.0572 -0.0906
#> [11,] -0.0335 -0.1073
#> [12,] -0.4127 -0.0169
#> [13,] -0.4018  0.0111
#> [14,] -0.1876  0.0241
#> [15,]  0.0279  0.0403
#> [16,] -0.0425  0.0145
#> [17,]  0.0729 -0.0123
#> [18,] -0.1460 -0.0269
#> 
#> $DE127
#>          [,1]    [,2]
#>  [1,] -0.4570  0.0468
#>  [2,] -0.0090  0.0753
#>  [3,]  0.2381  0.0463
#>  [4,]  0.2556  0.0275
#>  [5,]  0.2614  0.0064
#>  [6,]  0.2515 -0.0129
#>  [7,]  0.2287 -0.0278
#>  [8,]  0.1883 -0.0456
#>  [9,]  0.1180 -0.0624
#> [10,]  0.0408 -0.0818
#> [11,] -0.0823 -0.0867
#> [12,] -0.4025  0.0048
#> [13,] -0.3888  0.0415
#> [14,] -0.2028  0.0371
#> [15,]  0.0490  0.0347
#> [16,] -0.0422  0.0204
#> [17,]  0.1004 -0.0180
#> [18,] -0.1473 -0.0057
#> 

# on Ldk (slidings)
get_ldk(chaff)
#> $shp1
#>              x    y
#> ScarTop    697  977
#> ScarRight  766  991
#> ScarBottom 704 1046
#> ScarLeft   629 1008
#> RofScar    818  981
#> LofScar    567 1017
#> GInsL      594 1077
#> GInsR      809 1044
#> GJoinL     645  950
#> GJoinR     731  926
#> LTop       541  962
#> RTop       835  911
#> 
#> $shp2
#>              x    y
#> ScarTop    677  964
#> ScarRight  748  992
#> ScarBottom 677 1039
#> ScarLeft   603  985
#> RofScar    803  994
#> LofScar    551  984
#> GInsL      575 1051
#> GInsR      784 1041
#> GJoinL     642  949
#> GJoinR     715  947
#> LTop       541  949
#> RTop       822  955
#> 
#> $shp3
#>              x    y
#> ScarTop    684  981
#> ScarRight  748 1006
#> ScarBottom 683 1047
#> ScarLeft   620 1006
#> RofScar    808 1009
#> LofScar    566 1007
#> GInsL      594 1082
#> GInsR      788 1064
#> GJoinL     629  957
#> GJoinR     727  953
#> LTop       551  956
#> RTop       823  960
#> 
#> $shp4
#>              x    y
#> ScarTop    750 1035
#> ScarRight  820 1056
#> ScarBottom 748 1104
#> ScarLeft   681 1058
#> RofScar    880 1058
#> LofScar    626 1059
#> GInsL      646 1114
#> GInsR      845 1137
#> GJoinL     714  984
#> GJoinR     799 1015
#> LTop       611  985
#> RTop       888 1018
#> 
#> $shp5
#>              x    y
#> ScarTop    740 1067
#> ScarRight  802 1091
#> ScarBottom 739 1136
#> ScarLeft   674 1093
#> RofScar    862 1092
#> LofScar    604 1095
#> GInsL      636 1173
#> GInsR      829 1165
#> GJoinL     697 1054
#> GJoinR     777 1040
#> LTop       594 1052
#> RTop       874 1044
#> 
#> $shp6
#>              x   y
#> ScarTop    784 903
#> ScarRight  841 921
#> ScarBottom 782 954
#> ScarLeft   720 914
#> RofScar    919 928
#> LofScar    663 913
#> GInsL      704 994
#> GInsR      886 983
#> GJoinL     751 888
#> GJoinR     828 897
#> LTop       654 887
#> RTop       928 905
#> 
#> $shp7
#>              x    y
#> ScarTop    766 1041
#> ScarRight  841 1055
#> ScarBottom 768 1108
#> ScarLeft   688 1063
#> RofScar    892 1055
#> LofScar    631 1065
#> GInsL      664 1102
#> GInsR      873 1085
#> GJoinL     707 1006
#> GJoinR     824  992
#> LTop       601 1008
#> RTop       921  997
#> 
#> $shp8
#>              x    y
#> ScarTop    822 1134
#> ScarRight  895 1149
#> ScarBottom 823 1201
#> ScarLeft   747 1159
#> RofScar    951 1146
#> LofScar    688 1161
#> GInsL      721 1201
#> GInsR      920 1188
#> GJoinL     755 1112
#> GJoinR     879 1114
#> LTop       665 1118
#> RTop       964 1121
#> 
#> $shp9
#>              x    y
#> ScarTop    772 1041
#> ScarRight  829 1054
#> ScarBottom 767 1104
#> ScarLeft   695 1049
#> RofScar    893 1061
#> LofScar    638 1052
#> GInsL      661 1094
#> GInsR      859 1110
#> GJoinL     711 1007
#> GJoinR     822 1015
#> LTop       619 1005
#> RTop       912 1026
#> 
#> $shp10
#>              x    y
#> ScarTop    824  978
#> ScarRight  875 1013
#> ScarBottom 821 1047
#> ScarLeft   752 1012
#> RofScar    980 1017
#> LofScar    652 1014
#> GInsL      722 1133
#> GInsR      940 1111
#> GJoinL     760  977
#> GJoinR     873  971
#> LTop       640  981
#> RTop       991  985
#> 
#> $shp11
#>              x    y
#> ScarTop    773 1004
#> ScarRight  832 1022
#> ScarBottom 777 1060
#> ScarLeft   716 1030
#> RofScar    927 1019
#> LofScar    605 1040
#> GInsL      679 1167
#> GInsR      878 1140
#> GJoinL     716 1002
#> GJoinR     861  965
#> LTop       594 1012
#> RTop       945  973
#> 
#> $shp12
#>              x    y
#> ScarTop    792  986
#> ScarRight  849  992
#> ScarBottom 795 1044
#> ScarLeft   732 1003
#> RofScar    951  987
#> LofScar    636 1014
#> GInsL      700 1159
#> GInsR      899 1119
#> GJoinL     749  983
#> GJoinR     856  969
#> LTop       630  995
#> RTop       959  970
#> 
#> $shp13
#>              x    y
#> ScarTop    753 1244
#> ScarRight  830 1265
#> ScarBottom 759 1322
#> ScarLeft   678 1288
#> RofScar    940 1259
#> LofScar    566 1306
#> GInsL      634 1413
#> GInsR      884 1392
#> GJoinL     674 1242
#> GJoinR     822 1213
#> LTop       550 1254
#> RTop       952 1220
#> 
#> $shp14
#>              x    y
#> ScarTop    754 1113
#> ScarRight  819 1149
#> ScarBottom 749 1179
#> ScarLeft   678 1137
#> RofScar    943 1169
#> LofScar    572 1128
#> GInsL      643 1254
#> GInsR      850 1287
#> GJoinL     673 1099
#> GJoinR     831 1115
#> LTop       561 1099
#> RTop       956 1129
#> 
#> $shp15
#>              x    y
#> ScarTop    742 1127
#> ScarRight  805 1151
#> ScarBottom 740 1182
#> ScarLeft   672 1154
#> RofScar    910 1158
#> LofScar    557 1157
#> GInsL      654 1279
#> GInsR      830 1270
#> GJoinL     658 1118
#> GJoinR     814 1098
#> LTop       543 1113
#> RTop       922 1115
#> 
#> $shp16
#>               x    y
#> ScarTop     821 1105
#> ScarRight   886 1110
#> ScarBottom  831 1167
#> ScarLeft    763 1140
#> RofScar     985 1101
#> LofScar     656 1167
#> GInsL       715 1240
#> GInsR       954 1184
#> GJoinL      732 1098
#> GJoinR      899 1045
#> LTop        635 1118
#> RTop       1001 1049
#> 
#> $shp17
#>               x    y
#> ScarTop     829 1103
#> ScarRight   898 1123
#> ScarBottom  825 1162
#> ScarLeft    754 1115
#> RofScar    1004 1134
#> LofScar     661 1109
#> GInsL       703 1199
#> GInsR       958 1215
#> GJoinL      747 1081
#> GJoinR      917 1103
#> LTop        651 1080
#> RTop       1010 1122
#> 
#> $shp18
#>              x    y
#> ScarTop    763 1102
#> ScarRight  826 1107
#> ScarBottom 774 1158
#> ScarLeft   701 1126
#> RofScar    924 1094
#> LofScar    615 1140
#> GInsL      659 1226
#> GInsR      878 1229
#> GJoinL     695 1110
#> GJoinR     828 1080
#> LTop       612 1123
#> RTop       927 1077
#> 
#> $shp19
#>              x    y
#> ScarTop    653 1169
#> ScarRight  724 1197
#> ScarBottom 653 1254
#> ScarLeft   569 1202
#> RofScar    830 1210
#> LofScar    439 1212
#> GInsL      523 1311
#> GInsR      775 1297
#> GJoinL     539 1141
#> GJoinR     728 1124
#> LTop       405 1151
#> RTop       873 1128
#> 
#> $shp20
#>              x    y
#> ScarTop    600 1155
#> ScarRight  663 1197
#> ScarBottom 592 1232
#> ScarLeft   525 1187
#> RofScar    781 1208
#> LofScar    405 1187
#> GInsL      460 1289
#> GInsR      716 1289
#> GJoinL     500 1114
#> GJoinR     667 1128
#> LTop       372 1118
#> RTop       812 1149
#> 
#> $shp21
#>              x    y
#> ScarTop    612 1193
#> ScarRight  677 1228
#> ScarBottom 610 1269
#> ScarLeft   543 1228
#> RofScar    773 1230
#> LofScar    429 1228
#> GInsL      482 1289
#> GInsR      734 1299
#> GJoinL     527 1167
#> GJoinR     665 1147
#> LTop       403 1169
#> RTop       799 1161
#> 
get_ldk(chaff) %>% Ldk %>% fgProcrustes(tol=0.1) %>% stack
#> iteration:  1 	gain: 1448.7 
#> iteration:  2 	gain: 0.027479