Simulate Heterogeneous, Low-Rank Data with Varying Sparsity
Source:R/simulate_sparse.R
simulate_sparse.RdSimulate Heterogeneous, Low-Rank Data with Varying Sparsity
Value
A list of simulation values, including x matrix, y matrix, coefficients and true clustering assignments.
Examples
simulate_lsr()
#> $x
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0.488299530 -0.16209367 0.05161521 -1.55979121 0.22947319 0.26349109
#> [2,] 0.441848280 0.21859430 0.43720309 -0.22381415 -1.59871315 0.40097350
#> [3,] -0.205350027 -2.11436390 0.25966903 0.48754664 -0.66899993 -0.07579812
#> [4,] 2.489281710 0.78121041 -0.37229388 0.54487664 -0.82471444 1.32576691
#> [5,] 1.331795715 -0.87401849 -0.08739046 -0.20894566 0.51638532 -0.41047756
#> [6,] -0.632293015 0.75981430 0.63279532 -0.47678433 0.91966866 -0.78928835
#> [7,] -0.771674492 -0.18439049 0.04273444 1.10105623 -0.95689057 1.48002029
#> [8,] -0.016270227 -0.04564406 -0.56219686 0.09546435 0.29480604 -0.87584482
#> [9,] -0.755665254 -0.34561062 0.45546411 0.14804200 -0.60015500 0.39023417
#> [10,] 0.425109146 0.23865979 -1.39093157 -1.82590376 1.03856307 -0.72976772
#> [11,] 1.335241523 -0.89943257 0.82074785 -0.06268921 1.06023399 0.56659723
#> [12,] 1.673647091 1.28780864 -0.51980660 0.12315494 -0.74124682 -0.48766409
#> [13,] -1.389262680 0.77127387 0.44362139 1.08837246 0.39607123 0.97668262
#> [14,] -0.471216045 0.75849529 1.05545575 0.59008537 -0.11742545 0.52250750
#> [15,] 0.322784638 0.40375698 0.77631448 -1.23077346 -1.21650678 0.85951826
#> [16,] -0.127329580 -1.41931264 -2.13748417 -0.99656556 0.85569703 -0.04969409
#> [17,] -1.100646597 -0.18784269 -0.67726662 0.08240059 0.86570963 0.20877855
#> [18,] 0.244984858 0.59325776 2.09096203 0.64335578 -1.59428777 0.50898164
#> [19,] 0.772174506 -1.46720486 -0.36229441 0.36267905 1.05271600 0.23157517
#> [20,] 0.221836966 -0.78055854 0.24562090 1.54110330 -0.55379063 0.06245845
#> [21,] -0.252829702 0.27084210 -0.39093253 -0.59576023 1.12118640 1.60245271
#> [22,] -0.858385875 -1.50465535 0.77644937 -1.32311706 0.13474697 -0.43483187
#> [23,] 0.814472192 0.96683217 0.04022891 -0.31405663 0.47918292 1.69181484
#> [24,] -1.168723515 0.52746981 2.56050661 -0.29196605 1.03337394 -1.19272179
#> [25,] 0.521888868 0.35677794 -0.48081008 2.60090073 -2.26386688 1.17300915
#> [26,] 0.224374562 1.56442856 -0.43544097 -1.21307442 -0.28700777 -0.94212312
#> [27,] 0.158264389 -1.51342737 -0.34436126 -0.84908288 1.36424444 2.30050132
#> [28,] 0.740414865 -0.54413140 0.27193174 -0.67606871 -0.35974073 1.01123241
#> [29,] -0.110302360 -2.40307680 -0.20535181 1.33503355 1.78227746 1.40227381
#> [30,] 0.759913233 0.50786390 0.41769459 0.29870173 0.22056710 -0.95325279
#> [31,] 0.383951728 0.02059972 -0.22055954 -2.02970096 1.42708203 1.31522943
#> [32,] -0.618308696 -0.16544451 -0.11963250 0.20634730 -0.41555507 0.68032664
#> [33,] 0.538833354 0.18982568 -0.07662721 0.69716565 -0.94304719 1.35241476
#> [34,] 1.213905409 0.36973932 -0.05227960 -1.32768005 -0.77857305 0.71889254
#> [35,] 0.630079396 1.08427684 -0.09269534 0.40463334 -2.40281163 1.42896249
#> [36,] 0.906427005 -1.38154918 -0.73184567 1.69685095 -0.62553954 -0.29935467
#> [37,] 0.422955168 0.26619226 1.82380908 0.05396872 -0.78111623 -1.01977566
#> [38,] -0.914072088 -0.82767101 -0.66554061 0.17947090 0.10762461 0.63284938
#> [39,] 0.214152583 -0.23098593 -0.35567362 -1.68061063 -0.63664515 -1.03363663
#> [40,] 1.570944297 -0.41373552 -0.32954450 -0.41946838 0.41952736 -0.27005550
#> [41,] -1.858149630 -0.22125272 -0.97827988 -0.39033020 -3.07398950 1.17131610
#> [42,] 1.026902720 0.51254722 0.93747734 -0.88809589 -0.79689321 -0.32898672
#> [43,] 0.854743046 -0.42209885 -1.64060885 -0.74253785 -0.34258710 0.43403040
#> [44,] -1.189591741 -0.23335433 0.80976002 -1.64813684 -1.59895652 0.21294995
#> [45,] -2.007140820 -0.79846573 2.23894969 0.33277423 0.89210032 0.76296379
#> [46,] 0.173831092 0.17085046 0.46512814 2.12449118 -0.27694668 1.21330377
#> [47,] -0.729035582 2.24782382 -0.27459880 0.85595471 -0.91570050 1.05838243
#> [48,] -0.590581077 -0.23997645 -0.88293939 0.10565007 -2.44446197 -1.26518285
#> [49,] 0.648856597 -0.53262975 1.39562405 -0.19600001 -0.52529554 -0.42249616
#> [50,] 2.097833246 -0.19011135 0.73956001 0.61233609 0.33381599 0.93221078
#> [51,] 1.162419972 1.63686822 0.59029823 0.51281095 0.53752447 -0.67182599
#> [52,] 0.022144174 -0.09951138 -0.36995813 1.30679911 -1.12745499 -0.97461655
#> [53,] -0.191367402 -0.18377994 1.33228778 1.20471476 0.18009274 0.82321560
#> [54,] -0.134766523 -2.52124210 1.26101154 -0.12145639 -2.44024249 -0.43790107
#> [55,] -0.011484188 -0.66275460 -0.99313867 0.63293340 2.03636317 -0.74895990
#> [56,] 1.194725974 -0.25375358 -0.10614159 0.13175611 -0.60162321 -0.04611568
#> [57,] 0.770697292 -1.41430425 -0.58158006 -1.00816616 -0.85892503 -0.04127110
#> [58,] -0.964940581 -0.44187633 -0.95083174 -0.11462304 0.13357262 -1.49546502
#> [59,] 0.526017843 -0.47374569 1.76995537 1.40739079 -0.01608944 0.24859736
#> [60,] -0.640444613 -0.07629719 0.29069058 0.30272280 1.61321727 1.42411434
#> [61,] 1.011305138 0.34871152 1.84300372 0.89977576 -1.04768224 -0.52388693
#> [62,] -0.090543774 -0.97530332 1.76929633 -1.39137622 -1.73341782 1.87893572
#> [63,] 0.682273343 -0.03531551 -1.66591203 -1.20040036 1.15984273 0.55180226
#> [64,] 1.345884393 -0.79178844 -0.37957028 -1.31271301 0.39584382 -0.44163361
#> [65,] 0.428366559 1.94914841 0.19907393 -0.24388034 -0.25414834 1.10806232
#> [66,] 0.317966240 0.85175007 -0.73413792 0.50436510 1.03991067 -0.57403116
#> [67,] -1.131723078 0.01310928 -0.48314939 1.46222532 1.15631795 0.16981021
#> [68,] 1.234143833 0.58335655 -0.68765947 -0.54433934 -2.25300076 -0.10326981
#> [69,] 1.342145472 -0.41898210 -0.54691510 -0.05020946 1.57304480 0.22467681
#> [70,] -0.830669844 0.38138449 1.22351700 0.45414910 -0.44903148 -0.28545433
#> [71,] -0.071508301 2.56630002 -1.41619310 -2.55692443 -2.61615965 -1.42584294
#> [72,] -0.238277756 -0.09694503 0.03582369 0.52231213 1.06689438 1.76387714
#> [73,] -0.825578970 1.03432671 0.31022155 -0.15071390 0.02687525 -2.52387336
#> [74,] 0.365516022 0.79160541 1.70762632 -0.09011837 -0.71467103 0.28163242
#> [75,] -1.822648452 0.71945076 -0.06856098 0.08575832 -0.65073753 -1.07685100
#> [76,] -1.522708475 1.90984388 -0.94339847 1.67882572 0.17659878 0.11172460
#> [77,] 1.152328608 -0.29113127 -0.06330459 -0.20558232 -0.61442930 -0.63712059
#> [78,] 0.202536754 -0.11547967 -0.70273704 0.83833748 -0.82315597 0.32142739
#> [79,] -1.627463758 -1.24065354 0.42863602 0.49297559 2.80875385 0.37235464
#> [80,] 2.610600628 0.58220592 -1.00322035 2.51150538 -2.07582911 -1.20286901
#> [81,] -0.278634173 0.16322579 -0.92841127 0.22955811 -0.62318038 0.52250203
#> [82,] -0.573764257 0.47778704 1.76838604 0.19416295 0.49843316 -0.22084409
#> [83,] -0.313054262 -1.69289356 -1.55920367 0.46024263 -0.27279215 2.37048090
#> [84,] 0.074179668 2.03713681 0.27328136 0.28428760 0.34636651 0.72193723
#> [85,] 0.006337447 0.91519020 1.08494643 -1.73781288 -1.52114098 1.02132507
#> [86,] 1.882299856 -0.49055555 2.45057807 2.96799747 -0.08426052 0.34323498
#> [87,] -0.709467827 -1.33169398 -0.39993207 -1.23993539 0.18483148 -0.76784812
#> [88,] 1.000695349 -0.05645426 0.53094189 -1.90317186 1.84452336 -0.89370594
#> [89,] 1.808478509 0.90650337 -0.30868466 1.15573633 -0.27731207 1.60331198
#> [90,] -1.690097138 0.75154646 -0.26182301 0.10124344 -0.02426100 -2.12721566
#> [91,] 0.256528329 -0.13398482 -1.65425214 1.78437627 0.64744133 -1.23846760
#> [92,] -0.237157124 1.40882863 1.14550184 1.43565400 1.41322365 -1.38177781
#> [93,] -2.558298827 1.47873051 1.58312519 -0.66544433 -1.53331504 -0.36921693
#> [94,] -0.117447431 -1.46010160 1.60562326 0.58567725 0.68440180 -1.02500859
#> [95,] 0.144481242 -0.20307502 0.07340446 -0.45289347 0.47167110 1.52186632
#> [96,] -0.601354671 0.83199946 0.20947299 0.87586061 0.02588283 1.61253181
#> [97,] 0.965897968 0.01511227 1.47455722 1.63887763 -0.72940170 0.27520150
#> [98,] 0.006301296 -0.01576819 -0.73573699 -0.52803372 0.91672223 -1.68093701
#> [99,] -1.760673681 -1.36133202 -0.56871948 0.07384270 1.21894706 0.40951923
#> [100,] -1.390007210 0.31761446 -0.13031476 0.12604293 0.37158776 0.00929342
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.06968376 0.75358643 -0.870237985 -0.09140818 1.36521562 -0.19560548
#> [2,] 2.56481061 -0.41606307 0.023254922 0.01269982 1.48011292 -0.49462138
#> [3,] -0.13401008 -1.46434344 0.452023672 -0.03946554 0.02802765 1.01014767
#> [4,] 0.05302406 -1.47172335 -0.536876308 -1.03921781 0.63713101 1.88701565
#> [5,] 0.24751069 1.80502737 -0.204666566 -0.76675107 0.27561190 0.03732765
#> [6,] 1.19359102 -0.53824470 -0.738351566 0.34275364 0.20817345 0.13028892
#> [7,] 1.16130443 -1.05795422 -0.332773466 0.38863368 -0.05271513 0.16116537
#> [8,] -0.28028322 0.99890629 -0.243066121 -1.35932639 -0.83610908 -0.16051097
#> [9,] -2.30682275 -0.77070917 0.714401242 0.88498260 0.56712768 0.20837756
#> [10,] 0.26600903 -0.50239315 0.096445069 1.32293863 -0.79623129 -0.05310007
#> [11,] 0.60990179 0.07765075 0.520572049 0.84709046 1.66304223 0.00556073
#> [12,] -0.18679014 -1.02576092 -1.645463569 -0.38674018 0.62873941 0.02244932
#> [13,] 0.01009265 -1.39127755 0.152208205 1.35525122 -0.04751467 0.53675395
#> [14,] -0.56596028 -1.35653256 1.402846006 0.40789509 0.08490751 0.81419221
#> [15,] 1.25935721 -0.52540155 0.592990435 0.20856700 0.68601482 0.43932074
#> [16,] 0.72164172 -0.03177321 -0.460475277 1.50521486 -0.09368853 -2.09131167
#> [17,] -1.73552920 0.39610833 1.035151551 0.22069864 1.86925726 -0.83877711
#> [18,] -0.89661446 -0.29152354 -0.346956473 0.91475512 0.18270849 -1.26558349
#> [19,] -0.47799324 -0.47713060 -1.474596725 -2.03317708 -1.32232999 -0.90069832
#> [20,] 1.12706745 1.99860040 0.222336096 -0.55165749 -0.97079725 -0.67939959
#> [21,] 0.74950212 -1.54319065 -1.679217158 -0.01181634 0.71231955 -0.04525567
#> [22,] 1.70984822 0.42901964 0.784371733 -0.94055205 -0.36139926 -1.42919526
#> [23,] -0.35518882 -1.25314959 -1.328325646 -1.61687314 0.42997685 0.18089464
#> [24,] 2.43806290 -0.82929462 0.598143146 -2.11963900 0.05704062 -0.36529048
#> [25,] 0.45648900 -0.02259520 0.280575201 -0.65319967 -0.27879863 -1.02909531
#> [26,] 1.28721918 2.22115536 0.032703575 -0.98933229 -0.13836433 0.33571223
#> [27,] 0.14373478 -3.23236111 -0.151152562 -0.31908579 1.27807768 0.76575452
#> [28,] 0.89820555 -0.09285729 -0.591820518 -1.10478342 1.48408483 0.13774040
#> [29,] -0.24682565 -1.04271414 1.942597748 0.12217722 1.75967327 -1.77747400
#> [30,] 1.86171734 1.22083737 -1.459833641 1.06696643 -0.19674917 -2.13021133
#> [31,] -0.53282517 0.33279866 0.818240171 0.76980285 -0.46308258 0.05791966
#> [32,] 0.23832394 -1.14313882 0.361594893 -0.29418221 -0.78366502 0.89177515
#> [33,] 1.39998661 -0.01144589 -0.015822944 -1.12606589 -0.14932754 1.78978173
#> [34,] 2.11289118 -1.28105598 0.799267119 -1.33199640 -0.14487708 1.01473930
#> [35,] 1.15633866 -0.28907906 1.183755316 1.00915693 -1.42808646 -0.30791949
#> [36,] 0.83471944 -1.23891629 1.548395869 -0.59428900 0.29513949 -0.70828239
#> [37,] -1.19816662 -0.95191597 1.490045676 -1.97028970 -0.61020643 0.42333023
#> [38,] -1.26384918 0.29318735 -0.982180194 0.76184927 0.35623218 0.07358935
#> [39,] 0.77426764 -1.23827066 -0.295259012 -0.23084488 0.09336267 2.55912209
#> [40,] 0.14773642 0.45611360 1.665120635 -2.60253988 -0.99023524 0.48001334
#> [41,] -1.66198625 1.37276521 0.184280822 -0.71579347 1.94857420 1.17763890
#> [42,] 0.31093500 -0.01862247 1.416091695 0.64496327 0.76529192 -1.26751353
#> [43,] -0.66500102 1.08014360 -1.800993886 0.04098315 -1.58329972 1.88650388
#> [44,] 1.20544824 -0.68371167 -0.198331299 -0.01050078 1.18172746 -0.17189937
#> [45,] 0.92318438 0.90824853 -0.209444280 -1.51401621 1.45287232 -0.79341914
#> [46,] -0.89623935 1.08338704 -2.127779899 -1.19409769 -1.42193074 0.27079200
#> [47,] 1.71524281 -0.60057918 -0.016209545 1.78912613 0.31385572 -0.02196708
#> [48,] 0.30461873 -0.54676322 -0.404648464 -0.23752124 1.61552759 1.08594409
#> [49,] 0.43229599 1.54127407 0.501119551 -2.52464343 -0.28835151 1.77952459
#> [50,] -0.85873961 -0.17316814 1.624275071 -0.46498061 1.77333274 -1.28904578
#> [51,] 0.30458699 -0.32517507 0.487585833 1.15521731 0.41098021 0.63315722
#> [52,] -2.26872019 1.68701584 -1.619720543 -0.48361263 0.31957253 -0.99837884
#> [53,] 0.59532688 0.24808074 0.330332675 -1.16484784 0.28184464 0.64824717
#> [54,] -0.71348354 -0.98822947 -0.774863698 1.28255222 -1.23250977 2.29115008
#> [55,] -1.86452232 1.17915069 0.396881452 -1.00166752 -0.98014046 -1.34444496
#> [56,] 0.76089878 -0.01963463 -2.279490147 0.46994094 0.77947601 -1.48904534
#> [57,] 1.71175434 1.13600756 -1.059632397 1.34131258 -1.61567416 0.33256513
#> [58,] 0.28122425 -1.04233897 -0.393569595 -0.21975220 -0.52793434 0.20675742
#> [59,] 1.04013158 -0.34706883 -0.270790290 1.00029910 0.24238360 -0.95547845
#> [60,] 1.46372866 -0.29399683 -0.150264455 -1.39047907 -0.10138566 0.16846167
#> [61,] -0.62676854 -0.55846885 -0.729738156 0.56327098 -1.74931748 -1.28202849
#> [62,] -2.77690009 1.31620056 -0.396130524 -0.88713273 -0.65734754 0.62930168
#> [63,] -0.98971582 -1.99322389 0.110946216 -0.43068602 -0.51883633 0.14855875
#> [64,] 0.32054264 -1.27106900 0.413878451 0.61988229 0.29135992 -0.09956333
#> [65,] 0.08728197 -0.38073115 -0.585973452 -0.81675596 -0.74240966 -1.05611904
#> [66,] 1.02367064 1.12768505 -1.245762110 0.69543737 0.89246890 -0.74947966
#> [67,] -0.52116503 0.47957577 1.392547909 -0.24390325 -0.91129877 0.31645542
#> [68,] 0.17941884 -1.39551984 0.445921032 -0.10181745 1.40053724 -0.49947347
#> [69,] 1.56277339 -2.25316169 -0.623909167 -0.33900124 0.89308560 -0.19080212
#> [70,] -1.26069943 -0.70152664 0.007203825 0.32595294 0.72310452 -0.61611601
#> [71,] 1.07275964 0.05849849 -0.679148404 -0.33806407 2.07968128 -0.62698731
#> [72,] -1.55208315 -0.79500541 -0.044122124 0.55767689 1.01988076 0.47167951
#> [73,] -0.31112795 0.97694280 -1.619178490 -1.04891910 0.57638363 0.22171396
#> [74,] -1.71542526 0.22952142 0.343628113 -0.02453593 -0.01841806 1.35874593
#> [75,] -0.57818033 -0.50034229 0.380504678 -1.20848340 0.34030729 -0.70281955
#> [76,] 0.51757191 -0.12439445 1.023184402 0.06418485 2.19838913 -0.49620121
#> [77,] 1.35159172 0.37113323 0.439431578 -0.35195176 0.36472238 -1.04713362
#> [78,] 0.76826834 0.94419281 -1.072194103 2.50223957 1.31632841 1.11003375
#> [79,] 0.65831372 1.15123258 -0.100945083 0.77609744 0.86527469 -2.22452335
#> [80,] 0.61392890 0.67388497 0.401841560 0.98689873 0.67796927 -1.54312120
#> [81,] -0.29162484 -0.86888442 -0.077883258 -0.47033213 0.25734057 0.05173825
#> [82,] 0.19403982 1.13970711 0.346393267 -0.21516582 -0.49857161 0.95772731
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#> [84,] 0.67341124 -0.9349021076 0.288786091 -0.858297190 1.12015598
#> [85,] 1.04690775 -0.2564721803 -0.303478402 -1.090308743 1.22455099
#> [86,] 0.27998117 -1.7091806289 2.192192865 -1.166298297 1.38710254
#> [87,] 2.27130400 -0.3487476998 -0.461534134 1.836667346 -0.70635146
#> [88,] 0.02837351 2.3406505609 1.314277089 -1.930395795 -1.37012882
#> [89,] 1.11824104 -1.0164539845 0.847633571 -0.914319437 0.57860320
#> [90,] -1.63613084 0.6012495303 -0.336216984 -0.810148685 1.15895689
#> [91,] 0.95785465 0.9643457766 0.479429345 0.012339417 0.32349017
#> [92,] 1.22294689 0.3893501440 0.663529176 -0.254913719 -1.90759860
#> [93,] -1.02592645 -0.5458458185 1.003506028 0.479453681 0.78197930
#> [94,] -0.20766203 -2.1218769092 -0.552900485 0.280169802 -0.91441598
#> [95,] -0.83602673 0.0101711620 1.143726170 0.991767149 -0.79327599
#> [96,] -0.04347574 -0.6311708128 0.319535679 -2.483442875 0.91332124
#> [97,] 0.42109405 -0.7918893774 0.566763522 -1.183133188 -0.20352203
#> [98,] -0.33962099 -0.4202383907 0.367710390 -0.005222694 0.47917469
#> [99,] 0.03048208 0.4309133962 -0.766054843 1.094453655 -0.30087157
#> [100,] 0.47638001 0.1502791744 -0.896653140 -0.424382255 -1.41252696
#> [,23] [,24] [,25] [,26] [,27]
#> [1,] 0.139632689 -0.31385017 -1.712789948 -2.51925274 0.750788295
#> [2,] -1.789170698 0.03020462 -0.001034442 1.26470866 -0.462144220
#> [3,] 1.554274173 -0.68175627 0.594397377 0.04109797 0.665429200
#> [4,] 0.808386753 -0.01061713 -0.155627473 -1.16351825 -0.287021814
#> [5,] -0.583211105 0.39610802 -2.673049679 -0.66225157 1.285858744
#> [6,] -0.054091057 -0.36909958 0.610555167 0.06865864 0.301995350
#> [7,] 0.737117150 2.09946499 1.128509688 -0.15149168 1.321979809
#> [8,] 0.572426099 -0.24612629 -0.399530411 0.34519242 0.396426021
#> [9,] -0.397008614 -1.19694705 -1.620272968 -1.79575834 -1.183004204
#> [10,] -0.570472783 -0.42394681 -0.679868493 0.68811065 -0.886914811
#> [11,] -0.899739121 -0.16085709 0.470739421 0.41123352 1.065297659
#> [12,] -0.229255217 -0.26980721 0.311310800 0.13539396 -1.379433769
#> [13,] 0.206709067 0.45779222 -0.012009581 -0.21052827 0.803156025
#> [14,] -0.103671700 -0.36768986 0.119109609 0.04380430 -0.208205030
#> [15,] -0.636400016 -1.50359365 -0.244896262 -0.76154769 2.042551879
#> [16,] 0.322274163 -2.16895044 -0.686974291 0.04786421 -0.874288650
#> [17,] 0.693453303 1.34246136 -0.769881130 0.37961643 1.655933308
#> [18,] 0.228356429 0.85113918 -1.633536314 0.43595180 -1.084504526
#> [19,] -0.774257501 0.51189725 -0.338490417 -0.02026475 0.530914955
#> [20,] -2.805665918 1.88030449 0.200557635 0.63805294 -0.583826425
#> [21,] -0.513144398 1.05797782 -0.209861885 2.55387987 -0.065473185
#> [22,] 1.223482053 0.25754467 0.523081738 -0.29916779 0.186856928
#> [23,] -0.762008661 -0.03563428 0.109131456 -2.82397694 0.186254403
#> [24,] -0.816359503 0.02529465 0.435431162 -1.17229102 -0.130886950
#> [25,] 0.250236576 -1.54461258 1.110499878 1.51614824 -0.519702198
#> [26,] 0.360705924 -0.99180734 0.137285783 0.13058743 -1.782299697
#> [27,] -1.455695007 0.09592299 0.921420719 1.25389537 0.117006043
#> [28,] 1.944606383 0.67142630 1.142240250 -0.88822336 -0.783305864
#> [29,] 0.330727118 -0.53909371 0.322543823 -0.09785609 -0.195306323
#> [30,] 1.896631775 -0.52799158 -1.868450067 -1.32665142 0.361088377
#> [31,] 1.283871664 0.92330028 -0.810787281 -1.78118152 0.571290730
#> [32,] -0.143413446 1.59111810 -1.351186980 -0.21239587 0.909381135
#> [33,] -1.220000069 2.35963142 -2.833256692 0.28862040 -0.862593482
#> [34,] 0.259328837 -0.49245673 0.718298435 -0.28040764 -1.381937150
#> [35,] 0.222110544 0.24102609 0.206009407 -0.74243044 -0.144493345
#> [36,] -0.933294977 0.70999477 0.951922037 0.33244663 0.618738980
#> [37,] -0.551396186 1.32933599 -0.852085761 -0.18802922 0.841016697
#> [38,] 0.832264146 -0.74666413 0.315831824 0.47054243 -0.210568946
#> [39,] 0.478029627 -1.47917006 0.204772872 2.71041964 0.206781743
#> [40,] 1.272367653 1.23264427 -0.387115413 1.23048633 1.444349588
#> [41,] 0.105233993 -0.29199225 1.563807849 -0.17784954 -0.064537128
#> [42,] 0.927140334 -0.98977613 -1.109584425 -1.98301715 0.691059009
#> [43,] -0.325781470 0.16693513 0.119926465 -3.03441328 -0.949077762
#> [44,] -1.124642589 -0.34595509 0.187572335 2.50313673 -0.469565674
#> [45,] -0.644210210 2.24489546 -0.033210741 -1.26911602 -0.164560404
#> [46,] 0.180839218 0.87626796 -0.036375358 -0.12233420 0.801004160
#> [47,] -1.103851903 1.82552973 0.206166496 -1.68235159 -1.432443916
#> [48,] -1.114588397 1.60165537 0.227923190 -0.54742847 0.958005809
#> [49,] 0.659481789 1.06540480 0.924408867 -1.06161569 -1.040413822
#> [50,] -0.954285061 1.96406833 0.392870127 0.44971519 0.495225762
#> [51,] -0.238301132 1.50882184 0.773647719 0.74769713 0.451441489
#> [52,] 1.430641808 1.34441917 -0.655489082 0.12674057 0.778033213
#> [53,] 2.557771026 0.86830514 0.888878560 1.18391847 -1.489808764
#> [54,] 1.118725686 1.53192044 -0.622469239 1.14350521 0.094217520
#> [55,] 0.934590454 0.12704988 -1.106412277 -1.09225517 0.586340825
#> [56,] -0.295612778 -0.47689551 -0.114552786 0.47184362 -1.708254046
#> [57,] -2.211883355 0.63994415 2.148346183 -2.23001431 -0.402207206
#> [58,] 0.486405331 -0.41460486 -1.124787149 0.43519002 0.070510608
#> [59,] 1.413510955 1.74724630 0.758543009 0.62553331 -2.093258330
#> [60,] -0.506271920 -0.35447564 -1.116016440 0.60494684 -0.845002670
#> [61,] -0.927938974 0.91447954 0.545938729 1.18195922 0.638162537
#> [62,] -0.004911152 0.06157596 0.037010807 0.35470090 1.387085932
#> [63,] -0.338338567 -2.31827383 -0.010296797 -0.10495004 0.683035483
#> [64,] -2.545695811 2.27220986 0.866279658 -1.50019549 -2.529539012
#> [65,] 0.414161318 0.26630330 -0.944965665 1.18097680 -0.934543451
#> [66,] -0.767006045 0.40635839 0.716015873 0.55964336 1.385615221
#> [67,] -1.632577155 1.38353011 -1.036514716 0.51208647 -0.540281191
#> [68,] -0.438743172 -0.84572821 0.331775280 -2.28148776 0.188378281
#> [69,] 0.697032305 1.07433712 -0.029240932 0.29052465 0.788254464
#> [70,] 0.612051392 -0.55450825 0.797037006 1.33858917 -0.088434369
#> [71,] 0.350961434 0.98770547 -0.924039121 0.23841362 1.323737974
#> [72,] 0.010550328 -1.37052065 -0.399225023 0.22699428 0.716425373
#> [73,] 0.105905030 0.24601047 -0.109177789 0.13920421 1.398846046
#> [74,] 1.365766169 0.17755864 0.025319923 -1.18477465 -0.329656970
#> [75,] -0.986201685 -0.19757266 -0.308468415 -0.44956227 -1.021414843
#> [76,] -0.447207811 -0.46215277 -0.707515979 0.24281035 0.535063446
#> [77,] -0.070609169 -0.26141368 -1.298186061 0.90869542 -0.405915143
#> [78,] -0.623043779 -0.65081425 -0.194044020 1.00482543 1.515252181
#> [79,] 0.354014113 -2.45070460 1.223976423 -1.09163084 0.369322445
#> [80,] -0.925246848 0.35755672 -3.108588108 -0.15173455 -0.519898186
#> [81,] 1.982029975 -1.02266389 1.155842726 0.27276746 2.123704795
#> [82,] 1.799666921 -0.40632842 1.086140344 1.77983050 0.682178329
#> [83,] -1.467336419 1.30088933 0.490488441 1.78352149 0.005914239
#> [84,] 0.732454870 0.50749911 1.644452387 -1.41893657 -1.221423074
#> [85,] 1.048607354 -0.54084070 0.060795261 -0.15803055 2.213379872
#> [86,] 1.774612218 -2.21802832 0.107574623 0.59784992 0.288830865
#> [87,] 0.225517426 0.82717815 -1.186651435 1.11796759 -0.301621532
#> [88,] -0.466241119 1.50151047 0.094997874 -0.32588999 -0.351926747
#> [89,] -0.410543165 1.32270071 2.181939173 -0.74733841 -0.384979260
#> [90,] -0.471790727 -0.35243269 0.963818634 0.58408680 -1.552510041
#> [91,] -0.292900172 -0.96345668 1.547776300 0.81363496 -0.008077381
#> [92,] -0.158185405 -0.94741898 -1.431640984 0.34598744 -1.004606634
#> [93,] 0.628045250 1.45293951 1.417812321 0.59818794 0.343175667
#> [94,] -1.520378711 -0.50698283 -0.709343558 1.62660170 -0.799871382
#> [95,] -2.073207203 1.52590338 -2.083000823 0.67559321 0.116260419
#> [96,] -0.739808540 -0.75038190 0.408468102 0.96592581 1.066543828
#> [97,] 0.270559376 1.96350717 0.448934263 -0.40686538 -1.014034480
#> [98,] 1.034395706 0.42189237 -0.149337545 -0.54383497 0.588366457
#> [99,] -2.587538266 0.51142060 -3.593218634 0.17779863 -0.518734787
#> [100,] 0.247266247 0.23618066 -1.037280235 -1.04628862 0.161871214
#> [,28] [,29] [,30]
#> [1,] -0.472414123 2.10081123 -1.018790568
#> [2,] 0.107493683 0.67302670 -2.920082117
#> [3,] 0.454423459 0.86248999 -1.342660684
#> [4,] 2.221195273 -0.79310090 -0.432152164
#> [5,] 0.173984957 -0.30919984 -0.531660617
#> [6,] -0.437322595 -1.04829637 0.452808925
#> [7,] 1.044301682 0.24432890 1.221462731
#> [8,] -0.011467512 1.70815948 -0.934502652
#> [9,] -0.644960761 0.60140524 0.401430719
#> [10,] -0.615414025 0.29842477 0.930690074
#> [11,] -1.051152495 0.64894968 -0.472100550
#> [12,] -0.433708271 1.39565246 -1.081031334
#> [13,] 0.019091896 -0.18690802 -0.897707155
#> [14,] -0.503630733 -0.31813779 1.476233697
#> [15,] -0.662450405 -0.78870385 0.735903486
#> [16,] -2.307951457 -0.60068581 1.040870573
#> [17,] -1.569977227 0.62515855 -1.238310279
#> [18,] -1.525204215 -1.47008136 0.792591019
#> [19,] -1.034481137 -0.87596026 -0.542124397
#> [20,] 1.359224536 -1.30919917 -0.332667331
#> [21,] 1.297384535 -0.35879168 1.632956091
#> [22,] 1.743144114 -0.19971853 -1.420447175
#> [23,] -1.268744931 0.57934917 -0.941558136
#> [24,] 0.365272978 0.08213282 1.858801228
#> [25,] 0.723925603 -1.56065412 0.726217293
#> [26,] -0.765217963 0.06559827 -1.069450716
#> [27,] 0.546812094 0.71947882 -0.486043581
#> [28,] 0.279337440 1.27299469 -0.786444781
#> [29,] -1.655717562 0.16069382 -0.086371151
#> [30,] -0.319903724 0.67924695 0.150668843
#> [31,] -0.704644884 1.29401835 -1.013758960
#> [32,] 0.662209300 -0.04958751 0.529961678
#> [33,] -0.331136300 -2.30935070 -0.522245963
#> [34,] 1.741477289 -0.11170810 -1.171103517
#> [35,] 1.553617616 1.62896785 2.241568860
#> [36,] -0.339196125 -1.10149227 -1.126016597
#> [37,] 0.544756490 0.04963355 1.491384413
#> [38,] 0.636592660 0.02943747 -0.706198843
#> [39,] -1.026555302 -1.40481027 1.452051201
#> [40,] 1.129644583 -0.31527072 -1.363357570
#> [41,] -0.523270241 -0.49286350 0.196214259
#> [42,] 0.733820244 -0.20393470 0.676828179
#> [43,] 0.361287443 0.09711941 -1.353584958
#> [44,] 0.755073521 -0.64951230 0.320447310
#> [45,] -0.351833311 0.10915876 0.584267607
#> [46,] 0.328151490 1.67240895 0.547052531
#> [47,] 0.044839233 -1.50913469 -0.405144931
#> [48,] -0.316206202 0.29167355 0.800932849
#> [49,] -0.352071698 0.59136418 2.546942023
#> [50,] 1.559618476 0.01414905 0.415351897
#> [51,] -0.366324637 -0.69327002 0.952425216
#> [52,] -2.238757886 -1.68211659 1.346232382
#> [53,] -0.439242143 -0.37738864 0.243550321
#> [54,] -1.042444871 0.52300758 -0.727585406
#> [55,] 1.750152655 -0.76739749 -0.405543916
#> [56,] 1.486797985 -0.74077279 -0.768036063
#> [57,] -1.832572065 -0.15231169 -0.726173731
#> [58,] -0.375538360 -0.89612515 0.006912339
#> [59,] -0.052364856 1.71762232 0.282506495
#> [60,] 2.649796285 2.19242814 0.294508451
#> [61,] 0.155184903 0.53466620 1.672952478
#> [62,] 0.928645970 -1.88970705 -1.435023848
#> [63,] -0.475504323 -0.49323578 0.946494548
#> [64,] -1.159222224 0.38925819 -0.662229779
#> [65,] -0.985861652 -0.75424532 0.749280313
#> [66,] -1.238764358 0.07355567 0.120509442
#> [67,] -1.475659424 1.27858363 0.481947274
#> [68,] 0.322187592 -0.18322326 -0.770821574
#> [69,] -0.098693406 0.99633976 1.132780716
#> [70,] 0.279968509 -0.37426541 -0.243560670
#> [71,] -0.588912510 -0.12026493 -0.426895174
#> [72,] -0.882419010 -1.55320098 -0.912755381
#> [73,] 0.712490426 -0.43283926 0.192304141
#> [74,] 0.089767135 0.25193734 -2.414378797
#> [75,] -0.454076484 -0.86585285 -0.013259441
#> [76,] 0.630788496 -1.91077539 -0.583786097
#> [77,] 0.430184788 2.27436319 1.210922807
#> [78,] 0.365262916 0.58379953 0.764638875
#> [79,] 1.617933795 0.40920411 0.657923623
#> [80,] -1.084088333 -0.45551686 1.123062443
#> [81,] -0.613642800 -1.04607594 -0.251636899
#> [82,] -2.659422834 -0.15224326 0.377840013
#> [83,] 0.416392070 -1.67715689 0.250282736
#> [84,] 1.163370332 -1.46223715 0.753206145
#> [85,] -2.377511770 -2.36939401 0.353515252
#> [86,] -0.082573137 0.40590869 0.112592367
#> [87,] -0.264260951 -1.74613174 -1.169907595
#> [88,] 0.439570523 -0.93109615 -0.927968919
#> [89,] -1.895327654 0.02911624 0.364279901
#> [90,] 0.588950659 0.87296740 0.538432015
#> [91,] -0.458326911 -0.26944381 -1.234647750
#> [92,] -1.828115667 0.39239647 -0.265314778
#> [93,] 0.202041453 0.13718700 0.029823749
#> [94,] -2.485967718 -0.41418247 -0.797992501
#> [95,] 0.757752317 -1.93068966 -1.145429570
#> [96,] 1.260897237 0.76410149 -0.055186135
#> [97,] -1.573550134 0.28801639 -1.613264480
#> [98,] -0.397423645 0.74238757 1.383586080
#> [99,] -1.516202315 0.05912612 1.171279518
#> [100,] 0.007279818 0.63380379 -0.499135164
#>
#> $y
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.123301816 0.060342230 0.199311666 -0.204917971 -0.123052013
#> [2,] -9.255632492 -0.546447976 -0.141959255 0.201927866 -0.271645030
#> [3,] 2.627816655 0.117817894 0.087082675 0.129525739 0.128361834
#> [4,] 0.002156647 -0.033779292 0.089994114 -0.361452060 0.025275362
#> [5,] 0.051937116 -0.423274156 -0.131007160 -0.147113181 -0.028011176
#> [6,] -0.492767400 0.206695629 0.025367191 -0.147916381 -0.301252551
#> [7,] -0.179378726 -0.186239755 -0.059918876 -0.113339506 -0.106589593
#> [8,] 11.698958898 -0.370201663 0.258171382 -0.012318689 -0.028198537
#> [9,] -0.151351114 0.029541318 -0.122056057 0.009757452 -0.066924327
#> [10,] 4.571813970 -0.436052128 -0.181169949 -0.212846429 0.126565820
#> [11,] 0.386996182 -0.419559829 -0.165814547 -0.149220597 -0.644947460
#> [12,] 3.998868870 -0.331724509 -0.209530648 -0.267804366 0.004933445
#> [13,] 0.007847681 -0.242111554 0.123433633 -0.292600351 0.294403529
#> [14,] 0.031093562 0.170811448 0.232722344 -0.139837217 0.425869767
#> [15,] 4.134893563 -0.250075749 0.253263421 0.002212365 0.083146153
#> [16,] -0.416049206 0.022042842 0.026049303 0.033710717 -0.159863612
#> [17,] -8.439140714 0.314083611 0.043053071 -0.028870365 0.298638173
#> [18,] -1.860340784 0.105153236 0.012913307 -0.183775582 -0.196267385
#> [19,] -0.114248235 -0.193838496 -0.080244936 0.122999465 -0.236249075
#> [20,] -0.144343093 -0.326951134 -0.403392485 -0.037340109 0.281713397
#> [21,] 0.044925406 0.164655577 -0.264241463 -0.145660705 0.123585663
#> [22,] -0.234703889 0.076033374 -0.110237873 -0.084405504 -0.090782544
#> [23,] 1.010800743 0.019686019 0.235886022 0.310175924 -0.211133249
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#> [,21] [,22] [,23] [,24] [,25]
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#> [14,] 4.23861789 -0.087473553 0.3529365711 -0.204168055 0.2261539426
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#> [21,] 7.37169095 -0.261205472 -0.1210507125 0.125315510 -0.2109545930
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#> [24,] -15.3856903 -15.31866952 -0.578106055 -15.4513131 0.016849373
#> [25,] -8.3687988 -7.68480713 0.075456138 7.9944684 0.055963549
#> [26,] -5.7287811 -5.28567996 -0.037773263 -5.3129378 0.104778009
#> [27,] 0.4451628 0.40361041 0.278926057 1.0085261 -0.062195053
#> [28,] -3.2847710 -3.78380720 0.362173187 -3.9419501 -0.097526724
#> [29,] 9.0623426 9.22389268 0.235747880 9.4542238 0.068347293
#> [30,] 0.8029276 0.06383469 0.031501812 0.3174631 -0.486940655
#> [31,] -1.9790847 -1.75328344 -0.239631631 -1.8328807 0.250706263
#> [32,] 6.2503660 6.05288726 0.335897968 -6.7359843 -0.137787488
#> [33,] 5.2567790 5.80219817 0.209490778 5.4156965 0.094147486
#> [34,] 3.1291814 3.21953598 -0.310314774 -2.9887197 0.291615311
#> [35,] -10.8545058 -11.46451366 -0.400453860 -11.0981854 0.140561694
#> [36,] -8.2337684 -8.01374441 -0.033385333 8.4081622 -0.324310771
#> [37,] -4.2389571 -4.26679775 -0.126537041 3.8610772 0.207261509
#> [38,] 7.1409951 7.37057195 -0.019433985 7.5588018 -0.057416493
#> [39,] 2.8680447 2.81705142 -0.109393791 -2.6355772 -0.243442813
#> [40,] -12.5521522 -12.43410780 -0.016689062 12.0582158 -0.003086660
#> [41,] -1.7015981 -1.91099331 0.488429634 -1.9791980 -0.055568471
#> [42,] -1.1146619 -1.23760731 0.116728506 1.2760523 -0.138304144
#> [43,] -10.3178018 -10.88084648 -0.063428768 10.3043385 -0.496997539
#> [44,] -3.1602879 -3.45244305 -0.103602596 -3.2914623 0.202629700
#> [45,] 13.9998455 13.93489158 0.066475504 -14.0174245 -0.003617524
#> [46,] -0.4428039 -0.33794013 -0.124150339 0.4641604 0.156474445
#> [47,] 2.3280916 2.40920454 -0.038688917 -1.8700794 0.163417705
#> [48,] -3.3330315 -3.47461847 -0.271063551 -3.1894187 -0.147092351
#> [49,] -17.4248001 -17.78864220 -0.128223931 -17.6188462 0.280426847
#> [50,] -1.1058883 -1.38599118 0.251720214 -1.4613174 0.057619092
#> [51,] 2.7599912 2.76328245 0.414564328 -2.6486638 0.004360366
#> [52,] 0.8619294 0.81782474 -0.094122561 -1.3393538 -0.021494966
#> [53,] 0.1147978 0.20064462 0.082471696 -0.2423819 0.308591428
#> [54,] -1.9634395 -2.49941388 -0.021338275 1.9624353 0.056574006
#> [55,] 3.5577258 3.33352101 -0.096465039 3.5966213 -0.341605844
#> [56,] -3.1259580 -3.00517089 -0.199851211 2.8244813 -0.060037250
#> [57,] 8.0416608 7.93293121 0.035490842 7.9742094 -0.420302743
#> [58,] 2.2668270 1.78502143 0.194715320 2.2842825 0.040315299
#> [59,] -3.0701744 -2.87012582 0.231522047 3.2850538 0.084565125
#> [60,] 0.5577851 0.46526968 -0.138235100 -0.2894906 -0.082981146
#> [61,] -4.7674163 -4.24126404 0.267461877 -4.7863736 0.228672506
#> [62,] -0.8009105 -0.82960079 0.015039182 0.3829616 -0.359974343
#> [63,] -3.3584724 -4.12689491 -0.163123526 3.6302373 0.114304854
#> [64,] 3.7229807 3.62642408 -0.339303706 -3.8695896 0.108991818
#> [65,] -8.4274036 -8.69038391 0.004245647 -8.5169036 -0.221345940
#> [66,] 3.7682500 4.28027505 -0.077961432 -3.9300060 0.338934196
#> [67,] -2.1573484 -1.75505200 -0.095365226 -1.8212485 0.115184686
#> [68,] 3.8320362 3.59916853 -0.006475766 -3.9270864 0.182008806
#> [69,] -6.9414815 -6.28002560 0.037104047 -5.8649169 -0.168208047
#> [70,] 2.8691220 2.81851008 0.087226108 3.3527132 0.388895636
#> [71,] -11.3276940 -11.50722513 0.014197653 -11.2593575 0.104963337
#> [72,] 9.8598129 10.33017132 -0.025649160 10.1379990 -0.236256037
#> [73,] 3.5218406 3.61889622 -0.246147757 -3.8284709 0.470348755
#> [74,] 0.4928789 0.15450327 0.059141072 -0.2273907 0.179399668
#> [75,] 4.1259237 3.97843246 0.042821376 -4.2488473 0.176647837
#> [76,] 10.4770972 10.42249784 -0.174614130 -10.3505933 0.175695525
#> [77,] 2.9015513 2.32879672 0.284259518 -2.7690671 -0.285147721
#> [78,] 5.1905629 4.97434661 0.381610521 5.3353578 0.366812473
#> [79,] 2.9602031 2.47931566 0.073510026 2.8715129 0.287017309
#> [80,] 10.0857263 9.66680529 -0.103346668 -10.1708018 0.279757673
#> [81,] 2.6732603 1.89600173 -0.061875117 2.4162669 -0.106095551
#> [82,] -2.1152657 -2.03800338 -0.055424488 -2.7197483 -0.172800158
#> [83,] 0.2795481 0.34879015 0.112428039 0.3780042 -0.214562155
#> [84,] -4.2073589 -4.58790506 0.433670379 4.5343216 0.151519110
#> [85,] -14.8039245 -14.41055498 0.064113804 15.2086962 -0.132823920
#> [86,] -17.3950135 -17.52333159 0.259369616 17.2294788 -0.121947965
#> [87,] 1.5327017 2.11108618 -0.239411756 -1.4177970 0.476269559
#> [88,] 4.8133512 4.38123654 -0.054085395 4.7712241 0.016825525
#> [89,] -5.2535875 -5.40983976 0.248811094 -5.5234081 -0.248040857
#> [90,] -4.8109990 -5.10886652 -0.048274721 -5.0563132 0.386399482
#> [91,] -9.9597922 -9.90475088 0.116805615 10.0254119 -0.143681106
#> [92,] 3.6408544 3.89306160 -0.116969284 -3.7915001 -0.054196424
#> [93,] 9.4881948 9.61947342 0.567559001 -8.8733164 0.180158927
#> [94,] 4.4476887 4.32412853 0.062801856 4.3796199 0.192136722
#> [95,] 4.0157406 3.71536976 0.098812572 -3.6217933 0.275486286
#> [96,] -0.4800748 -0.28106403 -0.655941586 -0.7747087 -0.147270098
#> [97,] 4.7791759 4.80327332 -0.087198058 4.9685577 0.175194125
#> [98,] 2.5608598 2.50805781 -0.065935099 -2.1846203 0.198893393
#> [99,] -1.0233781 -0.56664779 -0.353468041 -0.8638165 0.081242245
#> [100,] -5.1871318 -5.29558767 -0.315339644 -4.9998363 -0.016782917
#>
#> $a
#> $a[[1]]
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 3.011085 0 0 0 0 0 0 0 0 0 0 0 0
#> [2,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [3,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [4,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [5,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [6,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [7,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [8,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [9,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [10,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [11,] -2.947627 0 0 0 0 0 0 0 0 0 0 0 0
#> [12,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [13,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [14,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [15,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [16,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [17,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [18,] 1.849246 0 0 0 0 0 0 0 0 0 0 0 0
#> [19,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [20,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [21,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [22,] 3.939130 0 0 0 0 0 0 0 0 0 0 0 0
#> [23,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [24,] -1.818903 0 0 0 0 0 0 0 0 0 0 0 0
#> [25,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [26,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [27,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [28,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [29,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [30,] 0.000000 0 0 0 0 0 0 0 0 0 0 0 0
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] 0 0 0 -3.011085 3.011085 0 0 0 0 0 0
#> [2,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [3,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [4,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [5,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [6,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [7,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [8,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [9,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [10,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [11,] 0 0 0 2.947627 -2.947627 0 0 0 0 0 0
#> [12,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [13,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [14,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [15,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [16,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [17,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [18,] 0 0 0 -1.849246 1.849246 0 0 0 0 0 0
#> [19,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [20,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [21,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [22,] 0 0 0 -3.939130 3.939130 0 0 0 0 0 0
#> [23,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [24,] 0 0 0 1.818903 -1.818903 0 0 0 0 0 0
#> [25,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [26,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [27,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [28,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [29,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [30,] 0 0 0 0.000000 0.000000 0 0 0 0 0 0
#> [,25] [,26] [,27] [,28] [,29] [,30] [,31] [,32]
#> [1,] 0 3.011085 -3.011085 0 -3.011085 3.011085 -3.011085 -3.011085
#> [2,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [3,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [4,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [5,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [6,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [7,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [8,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [9,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [10,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [11,] 0 -2.947627 2.947627 0 2.947627 -2.947627 2.947627 2.947627
#> [12,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [13,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [14,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [15,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [16,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [17,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [18,] 0 1.849246 -1.849246 0 -1.849246 1.849246 -1.849246 -1.849246
#> [19,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [20,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [21,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [22,] 0 3.939130 -3.939130 0 -3.939130 3.939130 -3.939130 -3.939130
#> [23,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [24,] 0 -1.818903 1.818903 0 1.818903 -1.818903 1.818903 1.818903
#> [25,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [26,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [27,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [28,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [29,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [30,] 0 0.000000 0.000000 0 0.000000 0.000000 0.000000 0.000000
#> [,33] [,34] [,35]
#> [1,] 0 3.011085 0
#> [2,] 0 0.000000 0
#> [3,] 0 0.000000 0
#> [4,] 0 0.000000 0
#> [5,] 0 0.000000 0
#> [6,] 0 0.000000 0
#> [7,] 0 0.000000 0
#> [8,] 0 0.000000 0
#> [9,] 0 0.000000 0
#> [10,] 0 0.000000 0
#> [11,] 0 -2.947627 0
#> [12,] 0 0.000000 0
#> [13,] 0 0.000000 0
#> [14,] 0 0.000000 0
#> [15,] 0 0.000000 0
#> [16,] 0 0.000000 0
#> [17,] 0 0.000000 0
#> [18,] 0 1.849246 0
#> [19,] 0 0.000000 0
#> [20,] 0 0.000000 0
#> [21,] 0 0.000000 0
#> [22,] 0 3.939130 0
#> [23,] 0 0.000000 0
#> [24,] 0 -1.818903 0
#> [25,] 0 0.000000 0
#> [26,] 0 0.000000 0
#> [27,] 0 0.000000 0
#> [28,] 0 0.000000 0
#> [29,] 0 0.000000 0
#> [30,] 0 0.000000 0
#>
#> $a[[2]]
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [2,] 0 0 0 0 0 0 0 -2.320989 0 2.320989 0 0
#> [3,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [4,] 0 0 0 0 0 0 0 2.429998 0 -2.429998 0 0
#> [5,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [6,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [7,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [8,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [9,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [10,] 0 0 0 0 0 0 0 2.893723 0 -2.893723 0 0
#> [11,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [12,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [13,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [14,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [15,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [16,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [17,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [18,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [19,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [20,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [21,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [22,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [23,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [24,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [25,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [26,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [27,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [28,] 0 0 0 0 0 0 0 0.000000 0 0.000000 0 0
#> [29,] 0 0 0 0 0 0 0 -2.323112 0 2.323112 0 0
#> [30,] 0 0 0 0 0 0 0 -3.864924 0 3.864924 0 0
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [2,] 0 0 0 0 2.320989 0 0 2.320989 2.320989 0
#> [3,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [4,] 0 0 0 0 -2.429998 0 0 -2.429998 -2.429998 0
#> [5,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [6,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [7,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [8,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [9,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [10,] 0 0 0 0 -2.893723 0 0 -2.893723 -2.893723 0
#> [11,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [12,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [13,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [14,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [15,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [16,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [17,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [18,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [19,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [20,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [21,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [22,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [23,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [24,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [25,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [26,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [27,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [28,] 0 0 0 0 0.000000 0 0 0.000000 0.000000 0
#> [29,] 0 0 0 0 2.323112 0 0 2.323112 2.323112 0
#> [30,] 0 0 0 0 3.864924 0 0 3.864924 3.864924 0
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [2,] 0 0 0 0 2.320989 2.320989 0 0 -2.320989
#> [3,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [4,] 0 0 0 0 -2.429998 -2.429998 0 0 2.429998
#> [5,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [6,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [7,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [8,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [9,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [10,] 0 0 0 0 -2.893723 -2.893723 0 0 2.893723
#> [11,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [12,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [13,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [14,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [15,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [16,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [17,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [18,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [19,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [20,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [21,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [22,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [23,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [24,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [25,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [26,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [27,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [28,] 0 0 0 0 0.000000 0.000000 0 0 0.000000
#> [29,] 0 0 0 0 2.323112 2.323112 0 0 -2.323112
#> [30,] 0 0 0 0 3.864924 3.864924 0 0 -3.864924
#> [,32] [,33] [,34] [,35]
#> [1,] 0.000000 0 0.000000 0
#> [2,] -2.320989 0 -2.320989 0
#> [3,] 0.000000 0 0.000000 0
#> [4,] 2.429998 0 2.429998 0
#> [5,] 0.000000 0 0.000000 0
#> [6,] 0.000000 0 0.000000 0
#> [7,] 0.000000 0 0.000000 0
#> [8,] 0.000000 0 0.000000 0
#> [9,] 0.000000 0 0.000000 0
#> [10,] 2.893723 0 2.893723 0
#> [11,] 0.000000 0 0.000000 0
#> [12,] 0.000000 0 0.000000 0
#> [13,] 0.000000 0 0.000000 0
#> [14,] 0.000000 0 0.000000 0
#> [15,] 0.000000 0 0.000000 0
#> [16,] 0.000000 0 0.000000 0
#> [17,] 0.000000 0 0.000000 0
#> [18,] 0.000000 0 0.000000 0
#> [19,] 0.000000 0 0.000000 0
#> [20,] 0.000000 0 0.000000 0
#> [21,] 0.000000 0 0.000000 0
#> [22,] 0.000000 0 0.000000 0
#> [23,] 0.000000 0 0.000000 0
#> [24,] 0.000000 0 0.000000 0
#> [25,] 0.000000 0 0.000000 0
#> [26,] 0.000000 0 0.000000 0
#> [27,] 0.000000 0 0.000000 0
#> [28,] 0.000000 0 0.000000 0
#> [29,] -2.323112 0 -2.323112 0
#> [30,] -3.864924 0 -3.864924 0
#>
#>
#> $true
#> [1] 2 1 1 2 1 2 2 1 2 1 2 1 2 2 1 1 1 1 2 1 2 2 1 2 1 2 2 2 2 2 2 1 2 1 2 1 1
#> [38] 2 1 1 2 1 1 2 1 1 1 2 2 2 1 1 2 1 2 1 2 2 1 1 2 1 1 1 2 1 2 1 2 2 2 2 1 1
#> [75] 1 1 1 2 2 1 2 2 1 1 1 1 1 2 2 2 1 1 1 2 1 2 2 1 2 2
#>