Checks the input for I2C2
check_id_visit(y, id, visit)| y | An n by p data matrix containing n vectorized image data with p voxels. Each row contains one observed image data at a particular visit for one subject. Each column contains image values for all subjects and visits at a particular voxel. The rows are organized by subjects and then visits, EX) (Y11, Y12, Y21, Y22, ... , YI1 , YI2) |
|---|---|
| id | Vector of IDs, EX) c(1, 1, 2, 2, 3, 3, 4, 4, ... , I, I) |
| visit | Vector of visits, EX) (1, 2, 1, 2, 1, 2, ... , 1, 2) |
List of elements: reordered data, id, visit, I (number of ids), number of rows (n), and number of columns (p)
id = c(1:10, 10:1)
visit = rep(1:2, each = 10)
visit = as.character(visit)
n = length(id)
p = 100
y = matrix(rnorm(n * p), nrow = n, ncol = p)
check_id_visit(y =y, id = id, visit = visit)
#> $y
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -1.62667268 -0.10176101 -0.6776146 0.5627448 -1.18394507 1.02816798
#> [2,] -0.87215883 -0.30120868 -0.4812086 2.2205197 -1.65805086 -1.06262279
#> [3,] -0.25647839 -0.25378053 0.6552276 -1.2463197 -0.07395583 1.12795361
#> [4,] -0.68755543 0.23252515 0.7356907 0.6597641 0.66098669 0.24875801
#> [5,] 1.10177950 -1.85374045 -0.4006375 0.3809222 -0.41635467 -1.28015460
#> [6,] -0.37366156 -0.02881534 1.2161258 0.1588306 0.56317466 -0.91480448
#> [7,] 0.75578151 -0.07794607 -0.3345566 -1.4304273 -0.19148234 1.12886823
#> [8,] -1.26519802 -0.96765199 1.0663764 0.4402419 -0.63321301 0.62368124
#> [9,] -0.23823356 0.96856634 1.3679540 -1.0484455 0.06954478 -0.46413453
#> [10,] -2.11906119 0.83447390 0.3401156 0.7166008 0.71157397 -1.19558030
#> [11,] 0.98744470 0.18492596 2.1377671 -0.2185036 1.15534832 -0.31576021
#> [12,] -0.67486594 -0.82866254 -0.8303227 0.7128943 -1.03994336 -0.03173974
#> [13,] 0.74139013 -1.37994358 0.5058193 -1.4899362 0.59495735 0.92429315
#> [14,] -2.18528684 -0.76254488 -0.4561763 -0.2226615 0.41937541 0.20288178
#> [15,] 0.08934727 -1.43551436 0.7863424 1.1727063 -1.41964511 0.07714472
#> [16,] -0.59631064 1.08655140 -1.2375945 0.5928281 -0.76180434 -0.48136561
#> [17,] -0.95494386 0.36208723 -0.9022119 -1.4798270 -1.60667725 1.03992361
#> [18,] 0.48297852 -0.65156299 0.2909875 1.5225863 1.22702839 0.95091897
#> [19,] -0.19515038 -1.75908675 0.5328970 -0.4303878 0.89292590 0.74188621
#> [20,] 0.92552126 -0.32454401 -0.6458943 -1.0516386 0.14816796 1.25554486
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] -0.3639822 1.33778247 0.1837639 0.69131734 -0.19366673 0.56061070
#> [2,] 0.1019834 -1.46817333 0.2812456 -1.27464995 1.63089174 -0.35787991
#> [3,] -1.2069949 0.08723477 -1.4351472 0.04636144 -1.29508364 1.32956476
#> [4,] 0.5306499 0.95914119 -0.3052848 1.05262756 0.09731162 0.09258465
#> [5,] 1.4292128 -0.39110421 -1.1373999 0.11302936 0.14188028 -0.27882350
#> [6,] 1.0658793 -0.67731930 2.0682096 0.49582159 0.73351542 -0.12255013
#> [7,] 0.6334359 -0.24986748 -0.4146453 0.99533187 1.26171505 -1.26673154
#> [8,] 0.3724723 -0.43890931 0.6193027 -1.08081702 -0.05663631 0.50911870
#> [9,] -1.9968156 1.15510475 0.1439343 -0.68115136 -0.43150033 -0.24914839
#> [10,] 1.4707523 -0.69940307 -0.1985061 0.87204699 -0.30760710 0.39515582
#> [11,] -0.6818322 -0.86472724 1.0620243 -1.27705725 -1.82271259 0.01798841
#> [12,] -1.9632525 0.52105453 -1.3603061 1.39027512 0.43242913 0.86208221
#> [13,] -0.4600555 -0.86667834 -0.5707939 -1.46869775 0.35254396 0.37707273
#> [14,] -1.2051854 -0.54940849 0.6435000 0.33087649 -0.28282162 0.74442373
#> [15,] -0.9830692 -2.32101703 1.2771814 -0.31347407 -1.34845144 0.79600856
#> [16,] -1.6753322 0.65316619 0.4255131 1.21551378 -0.32922472 1.60511404
#> [17,] 0.4953317 0.60883017 0.2282893 -1.70365949 0.70768832 -0.84067742
#> [18,] 0.9547864 -1.58000075 0.5488224 -1.09954301 -1.04115630 -1.34130996
#> [19,] 0.7258175 1.15000605 -0.3088131 -1.35051466 -0.41089094 -2.20547175
#> [20,] 0.6672987 -1.19959767 0.9598291 -1.10209368 -0.44604518 -1.12805599
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] -0.35965522 0.03102248 0.2668064 -1.40350302 0.02231080 2.1145213
#> [2,] -2.43661560 -0.25732459 0.7668439 -0.44807823 0.38454106 -0.7589531
#> [3,] 1.02857072 -0.33574670 1.3877243 -1.17604678 0.04446730 -1.0285674
#> [4,] 0.11960089 0.07319578 -0.4455832 -0.23187451 -0.61667341 0.8316974
#> [5,] 1.07789259 -0.26377616 0.1930796 0.51159647 0.48072117 -0.8867880
#> [6,] 0.80634826 -1.21359356 0.3227550 0.29560157 1.61941870 -1.7366858
#> [7,] 0.93178122 -0.35585246 0.5923166 1.31676526 0.63561986 1.2711460
#> [8,] 0.98035352 0.04138848 0.1253846 -0.40443364 -0.72399509 -0.9684155
#> [9,] -1.46079387 -0.48115480 -0.8299745 2.39291295 -2.00074239 -1.6050854
#> [10,] 0.01625547 1.18041020 0.7923495 -0.16927557 0.62347802 -1.2877952
#> [11,] -0.90607558 0.22273547 0.3925733 -0.06776941 -0.69065550 1.1222734
#> [12,] -2.32987955 -1.13956094 -0.6306855 0.83387906 -0.45879293 -1.3996571
#> [13,] -0.68034783 2.42991032 0.3848676 -0.20378507 -0.13064519 2.1584386
#> [14,] 0.47774044 0.06386348 0.5904095 0.95794490 0.28513338 0.7264094
#> [15,] 1.06316604 1.49629812 1.0510447 1.99643445 -0.34425178 0.4282466
#> [16,] 0.41027733 0.32751014 1.5025446 1.05534519 1.23544588 1.0946298
#> [17,] -0.69241315 -0.71720820 1.1557975 1.54321779 -0.05241282 1.2011787
#> [18,] -1.01290362 2.30017689 1.2736843 0.75701371 0.55479348 2.0120818
#> [19,] -1.13362827 -0.46705390 -1.0344380 -1.22833763 0.09612392 1.0316901
#> [20,] -1.09461543 0.66292345 -0.2544681 2.64448799 0.26640705 0.6538743
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] 2.155077001 1.89078004 1.19778677 1.51851513 0.03474609 1.06519498
#> [2,] -0.612941179 -0.94099782 1.22951605 1.38848898 -0.74369442 -1.84401676
#> [3,] -0.423258880 -0.14541053 -0.62423939 1.34509418 -1.29258503 -0.03208173
#> [4,] -0.682838619 -1.95004570 -0.70483935 0.47314510 2.70063662 0.10610584
#> [5,] -0.005649937 -0.63942372 -0.13286966 -0.12369153 1.16396750 -0.53995969
#> [6,] -1.051996428 -1.95648670 -0.22865737 -0.90355250 -1.49346018 -0.61625270
#> [7,] 0.400361729 -0.41117605 -0.01722092 0.93390245 -1.52338460 -1.92564357
#> [8,] -1.449760536 -0.73835910 0.61204551 -0.08038236 -0.01917784 -1.46500068
#> [9,] -0.365677802 0.34279188 -0.45962928 0.01949685 -2.51833505 1.00783138
#> [10,] -0.556624165 0.40617493 0.75226244 0.27421492 1.10636302 0.83869012
#> [11,] -0.429143835 -1.13324675 1.47293679 0.83085211 -0.70752923 -0.27923480
#> [12,] 0.730621937 2.18614406 -0.59312866 1.00679266 -0.08603859 1.32715824
#> [13,] 0.244697127 0.06607030 2.16931961 -0.30449467 -0.28743288 -1.24956586
#> [14,] -0.350470617 1.18175155 1.23305746 -0.75936325 1.75174562 -0.25500289
#> [15,] 2.219776249 0.03799977 -3.00143131 -0.05928128 -0.43530831 1.24849113
#> [16,] -0.528063683 -0.07945702 0.47489342 1.54674727 -0.72895427 -0.42810997
#> [17,] 0.314269808 0.92106475 -1.77198558 1.00739670 -0.34307877 -0.19221338
#> [18,] 0.415298593 1.24444646 -1.23407793 -0.02328030 -0.35994840 1.28961053
#> [19,] -0.563785075 2.13496564 -0.36483922 -1.37779509 -0.03931088 0.91197623
#> [20,] -1.485696158 -0.59982693 0.37453378 -1.00420273 0.88696599 -2.15826968
#> [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] -1.61642285 1.65721450 -1.34984289 -0.58772242 0.36718999 0.95152023
#> [2,] 0.02943674 -2.40000254 -1.77230491 -0.44316679 -0.53902163 -1.55245133
#> [3,] 0.22767670 1.13122314 1.20200790 -1.28237031 0.69582170 -0.10557985
#> [4,] 1.23996869 1.67843073 0.79188927 1.42636485 -0.63751255 -0.20414166
#> [5,] 0.92121670 -1.40241063 1.29384272 -0.31213466 0.93344473 -0.37406927
#> [6,] 1.69435049 0.62792225 -1.19344507 0.17993845 0.66031920 -1.21122382
#> [7,] -0.33120344 0.15677046 -0.05959435 -0.69877530 1.49188908 -0.17623258
#> [8,] 0.79349943 -0.29788176 0.45896221 -0.20747125 -0.58532696 1.39571912
#> [9,] 1.28723403 0.86750860 -0.68506235 -2.64384977 1.15952299 0.27648331
#> [10,] -0.15943804 0.67769134 1.03472122 0.74151074 -0.28047404 0.31723058
#> [11,] 0.05726080 -0.03323516 -1.45343930 0.82502238 0.22679596 0.23633259
#> [12,] 0.17321454 -0.63324847 -0.58643431 3.54114028 -1.56982016 -1.35675471
#> [13,] -2.20393313 0.95406456 1.29412656 0.30692631 -1.29546518 2.06167416
#> [14,] -0.68000960 -0.11829945 -0.94142550 0.89039776 -0.41697042 -0.05474996
#> [15,] -0.52291035 1.13009673 1.17616909 -0.05803946 -0.06277869 -1.29005999
#> [16,] 0.86947504 -1.32980347 -1.07304684 -1.05271518 -1.18760009 -0.90197026
#> [17,] 1.08078531 0.39369731 0.86404508 0.92656941 0.99328294 0.57118945
#> [18,] -0.86829951 0.50409489 -1.38587675 -1.92333434 1.74401638 0.88469215
#> [19,] -0.24314134 0.37680833 -2.29673252 -0.21869186 -1.00593094 1.78539023
#> [20,] -0.90944656 -0.25174291 -1.39181001 0.99313350 -0.75098495 0.21294024
#> [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 0.51804967 -0.2869618 -0.91669760 -0.72968507 1.4054456 -0.2069272
#> [2,] -0.82164842 0.2619207 1.06255745 -0.69084336 -1.6973907 -0.8924924
#> [3,] -0.41884030 0.1312789 -0.56856448 0.05654772 -1.7013427 -0.3985970
#> [4,] -0.08987210 -1.7317035 -0.34473014 0.45126628 0.5071799 -0.7738908
#> [5,] -1.70945322 -1.0620840 -0.86582044 0.46782971 0.1922456 -1.1886198
#> [6,] 2.39915487 -0.3366591 3.01290575 -1.61880052 -0.3362542 -0.6009867
#> [7,] 2.48316267 0.7335810 0.82549391 -0.37264525 -0.7029568 0.4525654
#> [8,] -0.56071976 0.6441241 0.26560942 -0.03119892 -1.6668793 -0.8395836
#> [9,] 0.49803374 0.3226922 -0.80013228 0.21016169 -0.8085559 0.2075897
#> [10,] -0.04924635 -0.8068367 0.33386020 0.39099889 0.6162343 -0.4288354
#> [11,] -0.67386821 -0.3489798 0.97583009 1.28960831 -0.6381987 -1.2101224
#> [12,] -0.67685722 -0.2012890 -0.36172476 1.23840228 0.5066474 -1.1307032
#> [13,] -0.88698140 1.2835257 2.70007553 -1.62683955 1.7373454 0.7674151
#> [14,] 0.09822294 0.1354290 0.08295489 -1.90434257 -0.6959686 -0.4758358
#> [15,] -1.73137735 -1.0144880 -0.13538960 -0.78353651 -2.2604783 -0.5990277
#> [16,] -0.11722237 0.9009056 -0.24143582 0.46886597 -0.2268108 -0.7730494
#> [17,] 0.60454912 -0.5100643 -0.10603116 0.51091310 -1.6124721 -1.5609728
#> [18,] -0.03073198 2.0264705 0.96111774 0.21029363 0.7546085 0.9171429
#> [19,] -0.87127508 -0.1671697 -1.34406381 1.21762606 0.6537402 -0.9956640
#> [20,] 0.72534165 -0.3026678 0.44312183 0.30510925 0.9028807 1.0932510
#> [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] -0.03573185 0.18852647 1.1850998 0.51723342 0.900386190 0.13951074
#> [2,] 1.17550207 0.32487559 -0.3382983 -0.67171439 -1.031103920 0.59516266
#> [3,] -0.30417810 0.49906360 -0.2555086 0.09870359 0.886841691 0.16621798
#> [4,] 0.67119044 -0.08810252 -0.4473719 -0.38641732 -0.212342508 -1.74279474
#> [5,] -3.01216378 -1.94761831 0.8844479 0.74368562 0.390278112 -0.98465965
#> [6,] 1.18415313 -0.41026995 0.7108655 -0.72647148 -0.020917808 0.64817889
#> [7,] -2.00852306 0.42073725 -0.4885611 -0.27855014 -0.927511490 0.02263407
#> [8,] 1.20569188 1.40434402 -0.7092102 0.62933831 0.263026128 0.02343003
#> [9,] -0.04637141 1.17347625 -0.7273762 0.53907168 0.745839229 0.78533003
#> [10,] 0.72280702 -0.31404467 0.2156488 -1.14947172 -0.908578248 -0.55308635
#> [11,] -0.35953706 -1.44623156 -1.1882553 -0.08833947 0.494824157 -1.17918952
#> [12,] -0.37147741 0.45617734 -0.8528608 -0.04642290 -0.309679482 0.21257287
#> [13,] -0.19502166 -0.36675121 -0.5379424 -0.74575751 -0.021931462 1.91079078
#> [14,] -0.53693845 0.33838959 0.2581533 0.52117867 1.109309382 0.45431813
#> [15,] -1.51447014 -0.60779623 0.1193512 -1.56007845 0.588022326 -0.53800149
#> [16,] -0.32514674 1.15889988 -0.7346078 -2.12506858 0.805825697 -1.16823914
#> [17,] -0.89203305 0.31987138 1.3181781 1.08295653 0.756491074 0.88427643
#> [18,] -0.18823391 2.41074643 0.8157023 0.76474257 -0.001020394 0.83818899
#> [19,] -0.86270649 1.09984767 1.4430806 -2.34105600 -0.494026273 0.14730964
#> [20,] 0.55195415 -0.40603663 0.2490262 0.20630527 -0.733315629 -1.00842736
#> [,43] [,44] [,45] [,46] [,47] [,48]
#> [1,] -0.878529013 -0.17841821 0.85489041 0.1647993 1.28448665 0.88676929
#> [2,] -0.004982272 2.08522019 0.20077198 2.0552352 -0.26413749 0.02439772
#> [3,] 0.644437571 0.69622907 1.00044600 0.6936577 0.41740332 0.22548576
#> [4,] 1.117478705 -0.74273340 -0.49200271 1.5791488 0.84133902 -0.30575887
#> [5,] -0.629098503 0.52179721 -1.18411791 0.1333243 1.15985361 0.54483272
#> [6,] 0.785627605 -0.03197743 -0.12007144 -0.1536998 0.26389767 -1.21807626
#> [7,] -0.098200190 -0.44782659 -1.54110256 -0.7394632 0.49159026 1.17625073
#> [8,] 0.308572635 -0.28662517 0.56795641 1.2985011 1.32474112 0.72385538
#> [9,] 0.684217699 0.40540060 -0.21173300 -0.3975188 1.10200872 -0.31357524
#> [10,] 1.239982360 1.07514824 1.30102708 -1.6377194 -0.02297772 -1.45760673
#> [11,] -1.384686031 -0.73696442 0.17035257 0.2571586 0.56857043 0.50537669
#> [12,] 0.046516237 0.31315679 0.81282611 1.4602595 -0.55665016 1.87782555
#> [13,] 1.554945586 0.25574801 -0.69077737 -0.2801739 -0.36391709 1.53970130
#> [14,] 1.526060845 0.20904165 1.02366761 0.6712802 1.28688659 -0.38956188
#> [15,] -0.814341342 -0.28493350 1.69772074 1.0079676 0.13695637 1.49100271
#> [16,] -1.390816142 1.25636913 0.54234783 0.5681053 -0.61268068 0.05382148
#> [17,] -0.843631086 -0.03112132 -0.07268996 1.1552196 0.72427543 0.24368948
#> [18,] 0.241494040 -1.48071872 2.19358676 -1.6210539 -0.94602200 -0.64335790
#> [19,] 1.024927426 -0.48585889 -0.71760886 -0.2027949 1.53998161 -0.41531433
#> [20,] 0.115703376 -0.13508808 -0.41651444 -0.3214095 0.98699233 -2.03517276
#> [,49] [,50] [,51] [,52] [,53] [,54]
#> [1,] 0.3522661 0.21107589 -1.2090489 -0.83156999 0.637652417 1.1741418
#> [2,] -0.8216206 1.06133462 1.2967932 -0.22438849 0.236748072 -2.0365253
#> [3,] 0.8237898 0.75482317 1.0524069 -1.49970430 -0.324382173 -0.4914289
#> [4,] 0.4162982 -0.34039207 -0.7261675 -0.61870283 1.530732717 -2.2560801
#> [5,] 0.5977866 1.78010975 -0.1227392 1.74781460 1.172041638 -1.0380622
#> [6,] -0.7809834 0.28834419 -0.5687760 -0.07823393 -0.217537916 -0.0772461
#> [7,] 1.2956375 0.66594768 0.7485877 0.65156574 0.007817514 1.0192710
#> [8,] -0.4335073 -0.22298321 -0.3801552 1.09015815 -1.054728832 -2.9467165
#> [9,] -0.5780662 -0.01073382 1.5200717 1.04936925 -1.795849546 -1.6064186
#> [10,] 0.6717012 0.83270521 -0.1628784 -0.96696916 -0.221256164 0.4480565
#> [11,] 0.1729750 -1.20105461 -0.1433636 -1.10444518 -0.720545206 -0.3003390
#> [12,] 0.4308321 0.24056483 0.5275333 0.14388983 0.200376494 2.1134122
#> [13,] -0.5811962 -0.64339778 -0.4815867 -1.62538775 -0.999696549 0.2701665
#> [14,] -0.5810773 0.28609258 0.6621468 0.74244673 2.009443116 0.3811075
#> [15,] -0.7825906 0.79729231 -0.9634687 -1.14768833 -0.458177826 1.3547375
#> [16,] 0.5416078 1.05001368 -0.8478035 1.52846789 -0.481925688 -0.6308588
#> [17,] -1.6668292 0.52824827 1.1248102 -0.06809104 -0.628395321 -1.5508260
#> [18,] -0.6951839 -0.19191378 -0.4355499 0.73142331 -1.564949515 -0.8870315
#> [19,] -0.7134732 0.28366974 -0.2154041 1.49553102 0.277907911 1.1261662
#> [20,] -0.5066758 -0.01213930 -1.1701511 0.40374216 1.635590885 0.1131816
#> [,55] [,56] [,57] [,58] [,59] [,60]
#> [1,] -1.5838715 2.49566783 0.73876936 -0.87709029 2.38851977 -0.62002041
#> [2,] 0.7360669 -0.53072871 1.12067516 -0.03298339 0.43517009 1.41264439
#> [3,] -0.5424816 0.51279842 2.66240526 -0.72176278 -0.99001193 -0.24576246
#> [4,] 1.7297869 -0.80599212 0.85830770 -0.16943443 -0.00388251 0.43217440
#> [5,] 0.4431161 -1.85770879 -0.59913377 0.50290773 -0.10105417 -0.11160755
#> [6,] 0.1076756 -1.20284901 -0.13836785 -0.17070012 -0.16636250 -0.49687983
#> [7,] -0.3598054 0.72738157 -0.45887164 -1.37416464 -1.91414908 0.52087746
#> [8,] 1.3190846 0.27634234 1.06773801 -1.39529353 -0.26464131 0.12865874
#> [9,] -0.2613083 0.34749708 -1.54614187 0.03680003 -0.54887437 -0.25817566
#> [10,] -0.9984883 1.52103207 -0.34073649 2.16502581 0.93804375 0.32774925
#> [11,] 0.2877619 0.84246546 0.96703483 0.58620091 0.71389491 -0.07112157
#> [12,] 0.2930571 1.89924335 -0.03915635 -0.40103969 -0.36577739 0.06103350
#> [13,] -1.2278323 -0.03255339 -2.39753544 0.68394351 1.87448873 1.14946740
#> [14,] -0.2508342 -1.05709908 -1.15417235 0.67147496 0.74059649 -2.58177151
#> [15,] -2.6469970 -1.11652692 1.36258039 -0.56875613 0.79465750 -2.43007289
#> [16,] -1.6647369 -0.28095853 -0.96946928 0.64275076 -1.80470122 1.49467610
#> [17,] -1.5120923 -1.00226137 0.21958586 0.27035564 -0.09471368 -1.71044801
#> [18,] -0.6558666 -1.32506561 0.19579576 -0.18658992 0.02410930 -0.04939609
#> [19,] 0.6387166 -1.07992337 -0.65278664 -0.54193700 -1.34705608 0.25852240
#> [20,] 0.8167419 -0.08707742 0.28488377 0.40260968 0.22642452 0.49802129
#> [,61] [,62] [,63] [,64] [,65] [,66]
#> [1,] -2.0734202 1.268314046 0.589980565 1.150647382 0.15728030 -0.08552748
#> [2,] -0.9379095 -0.487275186 0.933141193 -0.205438562 1.08359626 -0.99895387
#> [3,] 0.6894032 1.364005221 -0.454240463 0.470029213 0.77809395 0.56312532
#> [4,] -1.1742003 -1.421862105 -1.418233056 -1.787473323 -1.63665749 0.20579932
#> [5,] 0.6531752 -1.842217474 -0.210572124 0.879631239 0.44579281 0.37248589
#> [6,] 1.3605952 -1.185903183 0.624441674 0.638144724 1.13087171 -0.82783881
#> [7,] 0.1980498 -0.564817488 0.937064087 -0.923246979 -0.06755019 1.19299163
#> [8,] -1.9879229 1.501020579 0.743817244 0.706906654 0.61240767 0.16518174
#> [9,] 1.3995884 -1.659969104 -0.587024900 0.251379345 -1.48049721 0.73483525
#> [10,] 0.1808737 1.218020447 -1.139473919 -0.004725565 -0.88238696 0.42039507
#> [11,] 0.3641842 1.252569834 0.496585989 -1.253740771 -0.20752891 -1.00752315
#> [12,] 0.5778474 1.101621330 -0.180816188 -0.688524922 -0.40244947 1.23780927
#> [13,] 1.6407714 -1.632399936 -0.260201777 -0.155392632 -0.31973262 0.88739264
#> [14,] -1.1017285 -2.685602399 0.007014031 1.381241504 0.87884707 -0.09261388
#> [15,] 1.1352714 1.053663270 1.382226397 0.517320940 1.28908680 0.41874690
#> [16,] -1.1561784 0.741769953 -1.278404907 0.952111614 -1.93909640 -1.75581445
#> [17,] -1.2164404 -2.768705694 0.566921974 0.423064288 0.07278306 0.29806497
#> [18,] 1.1314138 0.005456635 -0.957253179 0.122316551 0.95246510 1.47152734
#> [19,] 0.9009870 -1.781053425 0.074845128 1.158858514 -0.00532533 0.10816840
#> [20,] -0.6119601 0.256339139 -0.910207520 1.907944043 0.81879144 0.04006544
#> [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 0.028508302 1.37832330 -1.65322897 -0.2805187 -1.1876929 -0.16707925
#> [2,] 0.730770391 0.45941533 0.55333508 0.9523596 1.3632629 1.80025247
#> [3,] 0.721889354 0.48123808 -0.77341027 -0.2540012 3.8125803 -0.70818084
#> [4,] 0.441595794 0.94396826 -1.04648803 -0.6056930 -1.7611472 0.81922078
#> [5,] 0.203508820 -0.56839002 -0.68975150 0.9912493 0.6464894 0.28394300
#> [6,] -0.861312945 -1.24592590 0.34253659 -2.0764318 -1.3433564 1.32356115
#> [7,] -0.249387100 -0.39144754 1.67183286 -0.6603536 0.1488688 -0.20854356
#> [8,] 0.331266844 -0.01127341 -0.96005031 -0.2362137 1.0123609 -1.53210388
#> [9,] 2.071403671 0.64288621 -0.09604987 0.6932916 -1.0725807 0.04651940
#> [10,] -0.834602773 0.18796458 -0.56234113 1.5384312 -2.0580558 1.18338315
#> [11,] -0.982768991 0.27620613 -0.79600441 1.5272841 0.1776440 -1.22547324
#> [12,] -1.339535295 -0.39243138 0.35892133 1.7082707 1.5898501 0.69127232
#> [13,] 0.242662434 -0.25813305 -0.22474377 0.2369566 -0.2846795 0.49211534
#> [14,] -0.277975908 1.49049279 -0.34730097 -0.2152228 1.4684623 0.25213485
#> [15,] 0.003371298 1.46582983 -1.26017269 1.1738768 -0.7095292 2.22979453
#> [16,] -0.230910497 0.52738054 2.24926361 0.2768507 -0.5226356 0.32266619
#> [17,] -1.551135977 -1.97327590 -1.42640232 -2.4861487 -0.7273097 2.85804162
#> [18,] 0.032008937 1.23738748 0.57982435 -0.4841155 -0.1373628 -1.54889847
#> [19,] 1.222690877 0.92010988 -2.65363714 1.4974247 2.1839913 0.99843840
#> [20,] -0.374327714 -0.14907135 -1.03865936 0.9738209 -0.4203423 -0.06623606
#> [,73] [,74] [,75] [,76] [,77]
#> [1,] -1.61885892 -0.733638076 1.84881803 -0.06482892 0.3359319660
#> [2,] 0.94836909 0.838675379 -0.13353654 -0.42723063 -1.8384967439
#> [3,] -0.01577496 0.120209221 -0.71177351 0.59988184 1.5006875766
#> [4,] 1.77583084 -0.002134996 -0.43683789 0.22766399 1.1275464900
#> [5,] 0.79259552 -0.016871204 0.77944743 -0.79949363 -0.4173620044
#> [6,] 1.32185680 1.841161971 -0.39800337 -1.60882706 -1.7506118685
#> [7,] -1.12697412 1.416525092 -0.86067113 -1.77653585 0.6017462434
#> [8,] 1.00304780 0.078774519 0.05018479 -1.05374360 0.1709978318
#> [9,] 0.56601414 -0.550436633 -2.03862806 -1.54898533 -0.4882762341
#> [10,] -0.05853690 -0.280418325 -0.78839537 -0.90683070 0.9577386434
#> [11,] -0.26968873 -2.065285225 -1.70219635 1.39075409 0.7645781846
#> [12,] 1.29314391 0.499512488 -0.30513178 -0.34235315 -0.1927547767
#> [13,] 0.03308461 -2.397153733 1.48832333 1.16911678 -0.9353133746
#> [14,] 1.85900886 1.134052900 0.04667170 2.52616196 0.5238684803
#> [15,] 0.55233389 -0.808755370 -0.15619668 -1.30602474 0.5307647552
#> [16,] -1.33879794 -0.766042846 0.28912439 -0.08736298 1.9591899138
#> [17,] -1.14099145 1.011235742 0.39472252 1.55686080 0.0475953214
#> [18,] -0.79153215 0.170251229 0.46398395 -0.04227645 -1.6901542095
#> [19,] 1.18748892 -1.397233353 2.01993962 0.97514195 0.0009172159
#> [20,] 0.29542597 1.751642296 -0.65414616 -1.17587537 -1.0654711856
#> [,78] [,79] [,80] [,81] [,82] [,83]
#> [1,] -0.53904035 0.4659718 1.5586541 0.2779890 1.9760054 -0.37601055
#> [2,] -0.15875216 0.1892923 1.8115396 -0.1185900 0.5128462 -0.09780282
#> [3,] -0.60687889 -0.9836969 0.2586178 -0.2958575 -0.1408976 1.50023209
#> [4,] 1.20357036 0.9829257 0.5750962 0.7907331 1.3734946 0.53400556
#> [5,] 1.20086502 0.1349108 1.5302542 1.3396013 1.0942520 -0.13456260
#> [6,] 1.32699404 0.1699949 0.4495906 0.6336019 1.0754754 0.81475095
#> [7,] -0.29857019 -0.1475454 1.1182165 1.1765474 -0.9606134 0.54345427
#> [8,] -1.44312679 -0.8709408 0.7059092 1.0517861 -0.5846152 0.54070502
#> [9,] -1.12413450 0.2661394 -1.3253824 -0.7846112 1.6900789 0.70436289
#> [10,] 1.12150987 1.4778066 0.8539253 0.9661272 0.4315164 1.22927523
#> [11,] -0.69630042 -0.4661457 0.1362369 -0.8136528 -0.8184293 -2.05193859
#> [12,] -1.14693313 -0.2709765 -0.8394360 0.3919482 0.3257654 0.14942485
#> [13,] 1.28145975 -1.2709885 -1.4606038 1.2828903 -0.1695890 -1.56321324
#> [14,] -0.07461852 -0.2890526 0.4377567 -0.6963668 -1.2916284 -0.84522620
#> [15,] 1.52984807 1.0844884 -0.3461915 0.7718974 -0.1695980 0.97497947
#> [16,] 1.14177644 -2.0046722 1.6265208 0.5525843 0.2999417 0.74341098
#> [17,] -1.45015013 1.7117634 1.0571177 0.2451662 -1.9073718 2.48899875
#> [18,] -1.15119109 0.5986384 -0.9164453 1.0246344 -0.6977235 0.16779758
#> [19,] 1.01115806 1.0970555 -0.3660224 -0.9619781 -0.1445998 -0.32389041
#> [20,] -0.99629293 -1.2203224 0.9614140 -0.7360079 0.3932049 0.22778990
#> [,84] [,85] [,86] [,87] [,88] [,89]
#> [1,] 0.31362619 0.4729721 0.481411048 0.3472009 0.15837269 -0.41032884
#> [2,] 1.49920459 -2.5868960 0.690714442 -0.4700752 -1.11748085 -0.23866430
#> [3,] -2.60060228 -1.6002552 0.011925567 0.1199367 -0.05741295 -0.43996677
#> [4,] -0.35029605 0.7870831 -0.491100116 -0.4790227 0.48222679 -0.55736926
#> [5,] 0.61832189 -0.9310347 -0.180825544 -1.3417446 -0.59255612 1.13245920
#> [6,] 0.93376776 -1.4429731 -0.368449154 -0.4043311 -1.14011214 -0.13601412
#> [7,] -0.10984575 -0.1698735 -1.659413927 0.1542336 -0.30816343 -0.85334259
#> [8,] 0.96922887 -0.6598937 0.465872642 -0.3003545 -0.96160561 0.01803656
#> [9,] 2.15121875 -0.9012517 0.927548094 -0.6141065 0.17121190 0.82707032
#> [10,] 1.30549596 0.2646120 0.317013122 -0.1163616 0.14931443 0.30521508
#> [11,] 1.11937893 2.6324942 -0.317113090 -1.0598354 -0.49439891 0.51986393
#> [12,] -0.53946860 0.9859009 -0.564275404 -0.3247652 1.05775809 -0.20906883
#> [13,] 0.01886957 1.0590676 2.218552132 0.8062420 0.10635586 -0.08435526
#> [14,] 1.22123014 -0.9404325 1.405653557 -0.7573788 -2.25213853 0.68212941
#> [15,] -1.55348218 -0.2820139 0.606604576 -0.6228313 -0.32307787 1.38897448
#> [16,] -0.83521285 -0.1928180 1.300060004 -0.8821303 1.42855457 -0.92634065
#> [17,] -1.69874344 0.3402877 -0.490009407 -0.1871107 -0.10449867 -0.82857438
#> [18,] 0.78679264 -1.0019545 -0.345046720 -0.2861776 0.64666889 1.97800084
#> [19,] 1.54608127 1.0398827 -0.001244959 -0.7817166 0.33149909 1.28857698
#> [20,] 0.78884795 -1.7263249 -1.807893834 -3.2294978 0.05868121 -0.41070389
#> [,90] [,91] [,92] [,93] [,94] [,95]
#> [1,] 0.37503131 1.61820620 1.97636957 0.58252465 0.2764916 1.913018306
#> [2,] 1.68880046 1.30546811 -0.36870639 -1.40436258 -1.3058684 -0.232222142
#> [3,] -0.30600009 -0.53001239 -0.21514571 -0.02621984 0.9272744 -1.634745937
#> [4,] 0.66746285 -1.77514362 -1.05238833 -0.26631748 -1.5781636 -0.142129123
#> [5,] 0.13508351 -0.28112064 -2.80977693 -0.57132785 1.0064043 -0.520068655
#> [6,] -0.39172740 -0.36898204 0.65673797 0.78894210 1.4574005 -2.059410465
#> [7,] 0.31867639 0.29958872 -0.66207671 -1.84507669 0.1831583 -1.200988850
#> [8,] 0.59938390 1.56920528 0.83044282 -0.74606534 -1.5207625 0.624382125
#> [9,] 0.26577645 -0.44710713 -0.27059239 -2.95264418 1.3671977 0.337456367
#> [10,] 0.64772237 0.89598493 -2.11908740 -0.68469910 0.1434344 0.784041802
#> [11,] 0.30138157 0.75030695 1.36322472 -0.17487121 -0.3643946 -1.086133090
#> [12,] 0.80898961 0.01196499 2.06309243 1.00904032 -0.4486712 1.953897880
#> [13,] 1.20174982 0.87365528 -1.32829245 -0.47044875 -0.2177144 -1.664211487
#> [14,] 0.35769140 -1.27668677 0.94045377 -0.08625320 0.8001145 -1.541071179
#> [15,] -1.93771441 1.17811571 0.04814796 -1.19749723 -0.6465730 0.598097226
#> [16,] -0.04798623 -0.15355582 0.22704760 -1.87511980 -0.1469423 0.536162555
#> [17,] 0.73676465 -0.09476432 0.20639926 -0.25918579 -0.7328225 -0.277782081
#> [18,] -1.20907906 0.32428986 0.59072691 0.16819156 1.6006736 -0.003576539
#> [19,] 0.81585596 -2.46809606 -0.18364356 -0.43824664 -1.3453615 0.408138387
#> [20,] -0.07292253 -0.37546062 2.75762831 -0.70746344 -0.5033114 0.059936863
#> [,96] [,97] [,98] [,99] [,100]
#> [1,] -1.0601106 0.006117106 1.94443658 -0.3390718 -0.13809053
#> [2,] -0.6275301 -0.579790917 -0.04583145 1.1676814 0.07545568
#> [3,] 1.0079855 -0.597600967 -0.85205180 -0.2248013 -0.24707548
#> [4,] -0.8664629 -0.250382500 -1.59514588 -1.2904141 -1.35037031
#> [5,] 0.1088901 1.538428030 -0.23534841 -0.6603683 1.03316592
#> [6,] 1.3605890 2.387248345 0.10640793 -0.7495695 -1.06624865
#> [7,] 1.0587025 -1.262633209 -0.72247250 0.9601573 -0.74152299
#> [8,] 0.2805595 0.267957668 0.54770152 0.7152799 -0.02769932
#> [9,] 0.2687907 -0.041980038 -1.50162995 -1.0800344 -0.22655761
#> [10,] 1.5123061 0.748563645 0.15707401 0.1567482 -0.93874446
#> [11,] -0.3796059 -0.837117598 0.26033681 -0.1263609 -1.41954722
#> [12,] 0.1878553 -0.350966692 0.13568016 -0.7307331 -0.57386341
#> [13,] 0.6216689 0.303181171 0.74703313 -1.1349887 -0.70069293
#> [14,] 1.3704532 1.433419144 0.78940183 -0.3635818 0.75808558
#> [15,] -0.6551301 -0.923045572 0.06713694 -0.6634514 -0.33954911
#> [16,] -0.1685582 0.087861663 1.51929526 -0.6271574 -0.30786498
#> [17,] 0.8491342 0.110296754 -1.04740247 0.4924049 0.13842693
#> [18,] 0.9579069 -1.063104165 1.08115505 -1.3074660 1.22176700
#> [19,] 0.9128196 0.182933043 0.22960237 0.9076349 1.04287489
#> [20,] -1.7163911 2.124747579 0.09297220 0.2102978 -2.46870320
#>
#> $id
#> [1] 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 9 9 10 10
#>
#> $visit
#> [1] 1 2 1 2 1 2 1 2 1 2 1 2 1 2 1 2 1 2 1 2
#>
#> $n
#> [1] 20
#>
#> $p
#> [1] 100
#>
#> $I
#> [1] 10
#>