################################################################################ # Gelman-Rubin Diagnostic ################################################################################ Generally the Gelman diagnostic should be < 1.05 Out of 447 variables: 6 > 1.01 0 > 1.05 0 > 1.1 The worst variables are: Point est. Upper C.I. ilr.fac1[4,1] 1.028129 1.065986 ilr.fac1[1,1] 1.026197 1.063053 p.global[1] 1.022789 1.060570 p.global[2] 1.022789 1.060570 ilr.fac1[3,1] 1.018350 1.047685 ilr.fac1[2,1] 1.010531 1.026584 ilr.fac2[16,1] 1.009686 1.011236 loglik[75] 1.007664 1.017394 loglik[31] 1.007647 1.013625 loglik[52] 1.007512 1.014458 And here are the Gelman diagnostics for all variables: Point est. Upper C.I. deviance 1.0014248 1.0051729 fac1.sig 1.0022795 1.0054536 fac2.sig 1.0005480 1.0022521 ilr.fac1[1,1] 1.0261967 1.0630527 ilr.fac1[2,1] 1.0105309 1.0265839 ilr.fac1[3,1] 1.0183504 1.0476846 ilr.fac1[4,1] 1.0281292 1.0659865 ilr.fac2[1,1] 1.0010192 1.0029761 ilr.fac2[2,1] 1.0003899 1.0009603 ilr.fac2[3,1] 1.0019309 1.0030331 ilr.fac2[4,1] 1.0007323 1.0010200 ilr.fac2[5,1] 1.0013283 1.0020993 ilr.fac2[6,1] 1.0007249 1.0010979 ilr.fac2[7,1] 0.9999160 1.0004178 ilr.fac2[8,1] 1.0017218 1.0021434 ilr.fac2[9,1] 1.0005702 1.0029889 ilr.fac2[10,1] 0.9997934 1.0000213 ilr.fac2[11,1] 1.0003905 1.0009607 ilr.fac2[12,1] 0.9999863 1.0007863 ilr.fac2[13,1] 1.0000286 1.0001316 ilr.fac2[14,1] 1.0006007 1.0023272 ilr.fac2[15,1] 1.0003551 1.0008976 ilr.fac2[16,1] 1.0096855 1.0112364 ilr.fac2[17,1] 1.0013946 1.0039354 ilr.fac2[18,1] 1.0014823 1.0037929 ilr.fac2[19,1] 1.0008550 1.0019777 ilr.fac2[20,1] 1.0005047 1.0016743 ilr.fac2[21,1] 1.0006499 1.0028594 ilr.fac2[22,1] 0.9999292 1.0003850 ilr.fac2[23,1] 1.0000704 1.0007661 ilr.fac2[24,1] 1.0000155 1.0006217 ilr.fac2[25,1] 0.9998351 0.9999863 ilr.fac2[26,1] 1.0003351 1.0005832 ilr.fac2[27,1] 1.0000369 1.0008466 ilr.fac2[28,1] 1.0003243 1.0009578 ilr.fac2[29,1] 1.0020914 1.0056647 ilr.fac2[30,1] 1.0015428 1.0039933 ilr.fac2[31,1] 0.9997954 0.9998199 ilr.fac2[32,1] 1.0013432 1.0025012 ilr.fac2[33,1] 1.0013018 1.0027093 ilr.fac2[34,1] 1.0002751 1.0004412 ilr.fac2[35,1] 1.0001695 1.0011869 ilr.fac2[36,1] 1.0009026 1.0040079 ilr.fac2[37,1] 0.9997659 0.9998540 ilr.fac2[38,1] 1.0000891 1.0007469 ilr.fac2[39,1] 1.0011730 1.0051699 ilr.fac2[40,1] 1.0004170 1.0009160 ilr.fac2[41,1] 1.0005278 1.0027816 ilr.fac2[42,1] 1.0004706 1.0022331 ilr.fac2[43,1] 0.9997950 1.0000428 ilr.fac2[44,1] 0.9999018 1.0001708 ilr.fac2[45,1] 1.0021318 1.0062374 ilr.fac2[46,1] 1.0008974 1.0034472 ilr.fac2[47,1] 0.9999500 1.0006563 ilr.fac2[48,1] 1.0000381 1.0006177 ilr.fac2[49,1] 1.0008737 1.0030300 ilr.fac2[50,1] 1.0002489 1.0012319 ilr.fac2[51,1] 0.9998125 1.0001065 ilr.fac2[52,1] 1.0002712 1.0012802 ilr.fac2[53,1] 1.0006336 1.0019979 ilr.fac2[54,1] 1.0011228 1.0017403 ilr.fac2[55,1] 1.0012659 1.0037475 ilr.fac2[56,1] 1.0004274 1.0023437 ilr.fac2[57,1] 1.0036000 1.0078223 ilr.fac2[58,1] 1.0001234 1.0009518 ilr.fac2[59,1] 1.0003245 1.0020301 ilr.fac2[60,1] 1.0003154 1.0016811 ilr.fac2[61,1] 1.0004460 1.0021880 ilr.fac2[62,1] 1.0003689 1.0016933 ilr.fac2[63,1] 1.0004730 1.0021397 ilr.fac2[64,1] 1.0000356 1.0008871 ilr.fac2[65,1] 1.0001645 1.0009155 ilr.fac2[66,1] 0.9998273 1.0000793 ilr.fac2[67,1] 0.9999597 1.0006661 ilr.fac2[68,1] 1.0011519 1.0037311 ilr.fac2[69,1] 1.0010865 1.0041671 ilr.fac2[70,1] 1.0006481 1.0021050 ilr.fac2[71,1] 1.0003767 1.0009587 ilr.fac2[72,1] 1.0002842 1.0009558 ilr.fac2[73,1] 1.0007784 1.0014944 ilr.fac2[74,1] 1.0013017 1.0022419 ilr.fac2[75,1] 1.0014478 1.0040784 ilr.fac2[76,1] 1.0011191 1.0020134 ilr.fac2[77,1] 1.0001522 1.0005971 ilr.fac2[78,1] 1.0004259 1.0022848 ilr.fac2[79,1] 1.0002447 1.0007736 ilr.fac2[80,1] 1.0004548 1.0009203 ilr.fac2[81,1] 1.0006373 1.0016617 ilr.fac2[82,1] 1.0004556 1.0015771 ilr.fac2[83,1] 1.0001931 1.0004501 ilr.fac2[84,1] 1.0004363 1.0014156 ilr.fac2[85,1] 1.0000724 1.0010746 ilr.fac2[86,1] 1.0000226 1.0002248 ilr.fac2[87,1] 1.0004427 1.0006624 ilr.fac2[88,1] 1.0003351 1.0007746 ilr.fac2[89,1] 1.0002945 1.0009308 ilr.fac2[90,1] 1.0013134 1.0025811 ilr.fac2[91,1] 1.0001734 1.0010013 ilr.fac2[92,1] 1.0003520 1.0004011 ilr.fac2[93,1] 1.0013218 1.0040177 ilr.fac2[94,1] 1.0002043 1.0004089 ilr.fac2[95,1] 1.0014471 1.0041783 ilr.fac2[96,1] 1.0008938 1.0036908 ilr.fac2[97,1] 1.0009514 1.0026033 ilr.fac2[98,1] 1.0001590 1.0009385 ilr.fac2[99,1] 1.0000016 1.0006128 ilr.fac2[100,1] 1.0001277 1.0010000 ilr.fac2[101,1] 0.9999738 1.0004672 ilr.fac2[102,1] 1.0003254 1.0018007 ilr.fac2[103,1] 1.0000721 1.0003939 ilr.fac2[104,1] 1.0004095 1.0013116 ilr.fac2[105,1] 1.0001648 1.0008880 ilr.fac2[106,1] 0.9998961 1.0001913 ilr.fac2[107,1] 1.0002955 1.0006670 loglik[1] 1.0040010 1.0045354 loglik[2] 0.9998985 1.0004073 loglik[3] 1.0015881 1.0043910 loglik[4] 1.0021771 1.0036382 loglik[5] 1.0014053 1.0019105 loglik[6] 1.0005708 1.0009870 loglik[7] 1.0006406 1.0025327 loglik[8] 1.0050089 1.0075979 loglik[9] 0.9998281 0.9998380 loglik[10] 1.0010597 1.0024960 loglik[11] 0.9999368 1.0000488 loglik[12] 1.0013520 1.0039321 loglik[13] 1.0016979 1.0025577 loglik[14] 1.0019842 1.0042356 loglik[15] 1.0036956 1.0054859 loglik[16] 0.9999683 1.0004002 loglik[17] 1.0009127 1.0017906 loglik[18] 1.0001338 1.0004999 loglik[19] 1.0004797 1.0014717 loglik[20] 1.0004975 1.0008957 loglik[21] 0.9999829 1.0008105 loglik[22] 1.0021942 1.0051417 loglik[23] 1.0004203 1.0004726 loglik[24] 1.0004704 1.0014915 loglik[25] 1.0003865 1.0015829 loglik[26] 1.0016715 1.0041423 loglik[27] 1.0015904 1.0023542 loglik[28] 1.0003572 1.0010329 loglik[29] 1.0005515 1.0017943 loglik[30] 1.0010438 1.0046741 loglik[31] 1.0076473 1.0136252 loglik[32] 1.0002420 1.0006520 loglik[33] 1.0028481 1.0076556 loglik[34] 1.0001550 1.0005482 loglik[35] 1.0033678 1.0067831 loglik[36] 1.0005243 1.0005820 loglik[37] 1.0031524 1.0055876 loglik[38] 1.0014465 1.0039246 loglik[39] 1.0021457 1.0061638 loglik[40] 1.0016316 1.0033388 loglik[41] 1.0008160 1.0019178 loglik[42] 1.0007393 1.0019169 loglik[43] 1.0012488 1.0028148 loglik[44] 1.0027826 1.0046049 loglik[45] 1.0009421 1.0034598 loglik[46] 1.0009146 1.0011024 loglik[47] 1.0002247 1.0017023 loglik[48] 1.0003103 1.0004961 loglik[49] 1.0012866 1.0027901 loglik[50] 0.9998017 0.9998909 loglik[51] 1.0019212 1.0034310 loglik[52] 1.0075115 1.0144578 loglik[53] 1.0007262 1.0009333 loglik[54] 1.0034686 1.0075927 loglik[55] 1.0057844 1.0095030 loglik[56] 1.0017032 1.0019688 loglik[57] 1.0010517 1.0014634 loglik[58] 1.0009749 1.0014423 loglik[59] 1.0008738 1.0030824 loglik[60] 1.0005793 1.0024788 loglik[61] 1.0021938 1.0030313 loglik[62] 1.0015089 1.0017199 loglik[63] 1.0018565 1.0027415 loglik[64] 1.0005910 1.0019547 loglik[65] 1.0005879 1.0009689 loglik[66] 1.0003495 1.0008980 loglik[67] 1.0003816 1.0006079 loglik[68] 1.0014405 1.0029109 loglik[69] 1.0030550 1.0040949 loglik[70] 1.0041719 1.0055395 loglik[71] 1.0007567 1.0018708 loglik[72] 1.0013410 1.0022098 loglik[73] 1.0005430 1.0023288 loglik[74] 1.0022818 1.0057011 loglik[75] 1.0076642 1.0173938 loglik[76] 1.0034569 1.0069463 loglik[77] 1.0010280 1.0014053 loglik[78] 1.0039730 1.0077951 loglik[79] 1.0002857 1.0016341 loglik[80] 1.0002138 1.0003396 loglik[81] 1.0012071 1.0015079 loglik[82] 1.0013246 1.0014071 loglik[83] 1.0011767 1.0017042 loglik[84] 1.0027128 1.0053756 loglik[85] 1.0011696 1.0014084 loglik[86] 1.0040797 1.0072909 loglik[87] 1.0010896 1.0012883 loglik[88] 1.0020287 1.0027318 loglik[89] 1.0020405 1.0043738 loglik[90] 1.0037123 1.0072618 loglik[91] 1.0014593 1.0021567 loglik[92] 1.0008211 1.0015161 loglik[93] 1.0018442 1.0038808 loglik[94] 1.0026039 1.0055800 loglik[95] 1.0007928 1.0014497 loglik[96] 1.0009649 1.0018558 loglik[97] 1.0009712 1.0023889 loglik[98] 1.0006698 1.0014216 loglik[99] 1.0028515 1.0059495 loglik[100] 0.9999624 1.0003924 loglik[101] 1.0039967 1.0072709 loglik[102] 1.0011790 1.0012703 loglik[103] 1.0005464 1.0020753 loglik[104] 1.0012214 1.0038326 loglik[105] 0.9999489 1.0003969 loglik[106] 1.0024910 1.0031335 loglik[107] 1.0067956 1.0092234 p.fac1[1,1] 1.0002164 1.0008283 p.fac1[2,1] 1.0002840 1.0011258 p.fac1[3,1] 0.9998474 1.0001995 p.fac1[4,1] 1.0002941 1.0014191 p.fac1[1,2] 1.0002164 1.0008283 p.fac1[2,2] 1.0002840 1.0011258 p.fac1[3,2] 0.9998474 1.0001995 p.fac1[4,2] 1.0002941 1.0014191 p.fac2[1,1] 1.0004699 1.0021702 p.fac2[2,1] 1.0015911 1.0022450 p.fac2[3,1] 1.0003261 1.0009907 p.fac2[4,1] 1.0000185 1.0005629 p.fac2[5,1] 1.0002205 1.0009675 p.fac2[6,1] 1.0006502 1.0029710 p.fac2[7,1] 1.0003647 1.0017065 p.fac2[8,1] 1.0009933 1.0018723 p.fac2[9,1] 1.0009582 1.0037240 p.fac2[10,1] 0.9998877 1.0003115 p.fac2[11,1] 0.9998162 1.0001783 p.fac2[12,1] 1.0002821 1.0006423 p.fac2[13,1] 1.0017413 1.0057851 p.fac2[14,1] 1.0002759 1.0017061 p.fac2[15,1] 1.0002483 1.0004953 p.fac2[16,1] 1.0013843 1.0045193 p.fac2[17,1] 1.0011330 1.0043111 p.fac2[18,1] 1.0002821 1.0010523 p.fac2[19,1] 1.0006383 1.0026894 p.fac2[20,1] 1.0001094 1.0011042 p.fac2[21,1] 1.0027916 1.0087021 p.fac2[22,1] 1.0001267 1.0010961 p.fac2[23,1] 0.9999670 1.0003902 p.fac2[24,1] 1.0010561 1.0012058 p.fac2[25,1] 1.0001379 1.0009231 p.fac2[26,1] 1.0010968 1.0019483 p.fac2[27,1] 0.9999192 1.0001051 p.fac2[28,1] 1.0002151 1.0006470 p.fac2[29,1] 1.0008309 1.0025094 p.fac2[30,1] 1.0011384 1.0037720 p.fac2[31,1] 0.9997654 0.9997704 p.fac2[32,1] 0.9997072 0.9997504 p.fac2[33,1] 1.0000923 1.0007455 p.fac2[34,1] 0.9997557 0.9999903 p.fac2[35,1] 0.9997479 0.9999628 p.fac2[36,1] 1.0000433 1.0005793 p.fac2[37,1] 0.9998376 1.0002345 p.fac2[38,1] 0.9997597 0.9999734 p.fac2[39,1] 1.0000294 1.0009058 p.fac2[40,1] 0.9999017 1.0004865 p.fac2[41,1] 1.0002064 1.0011533 p.fac2[42,1] 1.0004798 1.0022082 p.fac2[43,1] 1.0012236 1.0019533 p.fac2[44,1] 1.0003844 1.0009862 p.fac2[45,1] 1.0023604 1.0073647 p.fac2[46,1] 0.9999951 1.0006524 p.fac2[47,1] 0.9999756 1.0006372 p.fac2[48,1] 1.0011877 1.0045748 p.fac2[49,1] 1.0005204 1.0025245 p.fac2[50,1] 1.0000955 1.0006338 p.fac2[51,1] 1.0006484 1.0030369 p.fac2[52,1] 0.9997108 0.9997278 p.fac2[53,1] 1.0016125 1.0062597 p.fac2[54,1] 1.0009243 1.0025795 p.fac2[55,1] 1.0015361 1.0059506 p.fac2[56,1] 1.0014586 1.0042717 p.fac2[57,1] 1.0025359 1.0083418 p.fac2[58,1] 0.9997121 0.9997943 p.fac2[59,1] 1.0003562 1.0017549 p.fac2[60,1] 1.0007423 1.0015213 p.fac2[61,1] 1.0001458 1.0011071 p.fac2[62,1] 1.0004432 1.0010133 p.fac2[63,1] 1.0013644 1.0022198 p.fac2[64,1] 0.9998765 0.9999426 p.fac2[65,1] 1.0010137 1.0023351 p.fac2[66,1] 1.0013716 1.0038745 p.fac2[67,1] 0.9998321 0.9999329 p.fac2[68,1] 1.0004354 1.0021014 p.fac2[69,1] 1.0008616 1.0038994 p.fac2[70,1] 0.9998249 0.9999030 p.fac2[71,1] 1.0003628 1.0016614 p.fac2[72,1] 0.9999749 1.0005832 p.fac2[73,1] 0.9999038 1.0002484 p.fac2[74,1] 1.0005237 1.0024161 p.fac2[75,1] 1.0008239 1.0032331 p.fac2[76,1] 0.9999086 1.0004169 p.fac2[77,1] 0.9998684 0.9999645 p.fac2[78,1] 1.0005593 1.0020513 p.fac2[79,1] 0.9999788 1.0001642 p.fac2[80,1] 1.0001750 1.0005608 p.fac2[81,1] 0.9998721 1.0003710 p.fac2[82,1] 1.0002825 1.0012919 p.fac2[83,1] 1.0000245 1.0005566 p.fac2[84,1] 1.0006487 1.0019282 p.fac2[85,1] 1.0004012 1.0014998 p.fac2[86,1] 1.0002656 1.0006655 p.fac2[87,1] 1.0006493 1.0021037 p.fac2[88,1] 1.0002753 1.0013354 p.fac2[89,1] 0.9998432 0.9998466 p.fac2[90,1] 1.0002053 1.0009833 p.fac2[91,1] 1.0002210 1.0008660 p.fac2[92,1] 1.0003229 1.0015939 p.fac2[93,1] 1.0009948 1.0042520 p.fac2[94,1] 1.0004358 1.0009190 p.fac2[95,1] 1.0014286 1.0034215 p.fac2[96,1] 1.0007094 1.0033950 p.fac2[97,1] 1.0001590 1.0009439 p.fac2[98,1] 0.9998325 1.0000124 p.fac2[99,1] 1.0013395 1.0020966 p.fac2[100,1] 1.0002315 1.0006975 p.fac2[101,1] 1.0002366 1.0017548 p.fac2[102,1] 1.0007716 1.0028223 p.fac2[103,1] 0.9998549 1.0001503 p.fac2[104,1] 1.0003298 1.0013456 p.fac2[105,1] 1.0006572 1.0016613 p.fac2[106,1] 1.0006170 1.0027307 p.fac2[107,1] 1.0007978 1.0023667 p.fac2[1,2] 1.0004699 1.0021702 p.fac2[2,2] 1.0015911 1.0022450 p.fac2[3,2] 1.0003261 1.0009907 p.fac2[4,2] 1.0000185 1.0005629 p.fac2[5,2] 1.0002205 1.0009675 p.fac2[6,2] 1.0006502 1.0029710 p.fac2[7,2] 1.0003647 1.0017065 p.fac2[8,2] 1.0009933 1.0018723 p.fac2[9,2] 1.0009582 1.0037240 p.fac2[10,2] 0.9998877 1.0003115 p.fac2[11,2] 0.9998162 1.0001783 p.fac2[12,2] 1.0002821 1.0006423 p.fac2[13,2] 1.0017413 1.0057851 p.fac2[14,2] 1.0002759 1.0017061 p.fac2[15,2] 1.0002483 1.0004953 p.fac2[16,2] 1.0013843 1.0045193 p.fac2[17,2] 1.0011330 1.0043111 p.fac2[18,2] 1.0002821 1.0010523 p.fac2[19,2] 1.0006383 1.0026894 p.fac2[20,2] 1.0001094 1.0011042 p.fac2[21,2] 1.0027916 1.0087021 p.fac2[22,2] 1.0001267 1.0010961 p.fac2[23,2] 0.9999670 1.0003902 p.fac2[24,2] 1.0010561 1.0012058 p.fac2[25,2] 1.0001379 1.0009231 p.fac2[26,2] 1.0010968 1.0019483 p.fac2[27,2] 0.9999192 1.0001051 p.fac2[28,2] 1.0002151 1.0006470 p.fac2[29,2] 1.0008309 1.0025094 p.fac2[30,2] 1.0011384 1.0037720 p.fac2[31,2] 0.9997654 0.9997704 p.fac2[32,2] 0.9997072 0.9997504 p.fac2[33,2] 1.0000923 1.0007455 p.fac2[34,2] 0.9997557 0.9999903 p.fac2[35,2] 0.9997479 0.9999628 p.fac2[36,2] 1.0000433 1.0005793 p.fac2[37,2] 0.9998376 1.0002345 p.fac2[38,2] 0.9997597 0.9999734 p.fac2[39,2] 1.0000294 1.0009058 p.fac2[40,2] 0.9999017 1.0004865 p.fac2[41,2] 1.0002064 1.0011533 p.fac2[42,2] 1.0004798 1.0022082 p.fac2[43,2] 1.0012236 1.0019533 p.fac2[44,2] 1.0003844 1.0009862 p.fac2[45,2] 1.0023604 1.0073647 p.fac2[46,2] 0.9999951 1.0006524 p.fac2[47,2] 0.9999756 1.0006372 p.fac2[48,2] 1.0011877 1.0045748 p.fac2[49,2] 1.0005204 1.0025245 p.fac2[50,2] 1.0000955 1.0006338 p.fac2[51,2] 1.0006484 1.0030369 p.fac2[52,2] 0.9997108 0.9997278 p.fac2[53,2] 1.0016125 1.0062597 p.fac2[54,2] 1.0009243 1.0025795 p.fac2[55,2] 1.0015361 1.0059506 p.fac2[56,2] 1.0014586 1.0042717 p.fac2[57,2] 1.0025359 1.0083418 p.fac2[58,2] 0.9997121 0.9997943 p.fac2[59,2] 1.0003562 1.0017549 p.fac2[60,2] 1.0007423 1.0015213 p.fac2[61,2] 1.0001458 1.0011071 p.fac2[62,2] 1.0004432 1.0010133 p.fac2[63,2] 1.0013644 1.0022198 p.fac2[64,2] 0.9998765 0.9999426 p.fac2[65,2] 1.0010137 1.0023351 p.fac2[66,2] 1.0013716 1.0038745 p.fac2[67,2] 0.9998321 0.9999329 p.fac2[68,2] 1.0004354 1.0021014 p.fac2[69,2] 1.0008616 1.0038994 p.fac2[70,2] 0.9998249 0.9999030 p.fac2[71,2] 1.0003628 1.0016614 p.fac2[72,2] 0.9999749 1.0005832 p.fac2[73,2] 0.9999038 1.0002484 p.fac2[74,2] 1.0005237 1.0024161 p.fac2[75,2] 1.0008239 1.0032331 p.fac2[76,2] 0.9999086 1.0004169 p.fac2[77,2] 0.9998684 0.9999645 p.fac2[78,2] 1.0005593 1.0020513 p.fac2[79,2] 0.9999788 1.0001642 p.fac2[80,2] 1.0001750 1.0005608 p.fac2[81,2] 0.9998721 1.0003710 p.fac2[82,2] 1.0002825 1.0012919 p.fac2[83,2] 1.0000245 1.0005566 p.fac2[84,2] 1.0006487 1.0019282 p.fac2[85,2] 1.0004012 1.0014998 p.fac2[86,2] 1.0002656 1.0006655 p.fac2[87,2] 1.0006493 1.0021037 p.fac2[88,2] 1.0002753 1.0013354 p.fac2[89,2] 0.9998432 0.9998466 p.fac2[90,2] 1.0002053 1.0009833 p.fac2[91,2] 1.0002210 1.0008660 p.fac2[92,2] 1.0003229 1.0015939 p.fac2[93,2] 1.0009948 1.0042520 p.fac2[94,2] 1.0004358 1.0009190 p.fac2[95,2] 1.0014286 1.0034215 p.fac2[96,2] 1.0007094 1.0033950 p.fac2[97,2] 1.0001590 1.0009439 p.fac2[98,2] 0.9998325 1.0000124 p.fac2[99,2] 1.0013395 1.0020966 p.fac2[100,2] 1.0002315 1.0006975 p.fac2[101,2] 1.0002366 1.0017548 p.fac2[102,2] 1.0007716 1.0028223 p.fac2[103,2] 0.9998549 1.0001503 p.fac2[104,2] 1.0003298 1.0013456 p.fac2[105,2] 1.0006572 1.0016613 p.fac2[106,2] 1.0006170 1.0027307 p.fac2[107,2] 1.0007978 1.0023667 p.global[1] 1.0227886 1.0605704 p.global[2] 1.0227886 1.0605704 resid.prop[1] 1.0009744 1.0016720 resid.prop[2] 1.0005379 1.0023659 ################################################################################ # Geweke Diagnostic ################################################################################ The Geweke diagnostic is a standard z-score, so we'd expect 5% to be outside +/-1.96 Number of variables outside +/-1.96 in each chain (out of 447 ): Chain 1 Chain 2 Chain 3 Geweke 20 17 18 And here are the Geweke diagnostics for all variables: chain1 chain2 chain3 deviance -1.030 -0.700 0.142 fac1.sig -0.806 2.200 -3.893 fac2.sig 0.669 0.402 -0.953 ilr.fac1[1,1] 0.115 1.310 -1.605 ilr.fac1[2,1] 0.138 2.174 -2.319 ilr.fac1[3,1] -0.158 1.421 -1.599 ilr.fac1[4,1] -0.012 1.512 -1.511 ilr.fac2[1,1] -0.590 0.954 -0.520 ilr.fac2[2,1] 0.195 -0.493 -0.138 ilr.fac2[3,1] -1.154 0.156 0.741 ilr.fac2[4,1] -1.010 -0.064 0.487 ilr.fac2[5,1] 1.253 -0.524 0.079 ilr.fac2[6,1] 0.683 -0.397 -0.488 ilr.fac2[7,1] -0.379 -1.511 0.281 ilr.fac2[8,1] -0.299 -0.175 0.778 ilr.fac2[9,1] -1.616 -0.680 -1.299 ilr.fac2[10,1] -0.229 0.200 -1.293 ilr.fac2[11,1] -1.041 -0.819 0.207 ilr.fac2[12,1] -0.091 -0.019 -0.473 ilr.fac2[13,1] 0.270 -0.374 -0.523 ilr.fac2[14,1] -0.988 -1.035 0.059 ilr.fac2[15,1] -0.214 -0.779 -0.661 ilr.fac2[16,1] -0.037 0.232 0.319 ilr.fac2[17,1] 0.934 -1.359 -1.160 ilr.fac2[18,1] -1.009 -0.764 0.736 ilr.fac2[19,1] -1.232 0.983 -1.790 ilr.fac2[20,1] -0.278 -0.604 -0.001 ilr.fac2[21,1] -1.065 -0.269 0.146 ilr.fac2[22,1] 1.806 0.678 -1.292 ilr.fac2[23,1] -0.015 -0.742 0.414 ilr.fac2[24,1] -0.149 -0.513 -0.057 ilr.fac2[25,1] -0.430 -0.707 -0.565 ilr.fac2[26,1] -0.814 0.122 -1.020 ilr.fac2[27,1] -0.476 -0.955 0.747 ilr.fac2[28,1] -0.875 -0.676 -0.879 ilr.fac2[29,1] 0.758 0.559 0.977 ilr.fac2[30,1] -0.007 1.166 0.064 ilr.fac2[31,1] -1.541 -0.977 -1.054 ilr.fac2[32,1] -0.637 1.211 -0.681 ilr.fac2[33,1] -1.247 0.406 0.852 ilr.fac2[34,1] -1.016 -0.818 -0.049 ilr.fac2[35,1] 1.042 0.058 -0.559 ilr.fac2[36,1] -1.525 0.197 -0.979 ilr.fac2[37,1] -0.508 0.876 0.507 ilr.fac2[38,1] 0.865 -0.198 0.592 ilr.fac2[39,1] 0.062 -0.002 -0.088 ilr.fac2[40,1] -0.884 0.684 -0.161 ilr.fac2[41,1] -0.358 -0.108 -1.517 ilr.fac2[42,1] -0.782 -0.359 0.305 ilr.fac2[43,1] 0.052 -1.387 -0.104 ilr.fac2[44,1] 0.106 -1.129 0.941 ilr.fac2[45,1] -0.877 -0.564 0.611 ilr.fac2[46,1] -0.163 0.331 0.068 ilr.fac2[47,1] 0.484 -1.052 -1.274 ilr.fac2[48,1] 0.703 0.710 -0.326 ilr.fac2[49,1] -1.022 0.596 -0.378 ilr.fac2[50,1] 1.101 0.335 -0.525 ilr.fac2[51,1] 0.994 0.003 0.052 ilr.fac2[52,1] 0.940 -0.190 -0.273 ilr.fac2[53,1] 0.298 0.292 -0.636 ilr.fac2[54,1] 0.781 -0.071 -0.567 ilr.fac2[55,1] 0.619 0.921 -1.385 ilr.fac2[56,1] -0.429 0.237 -0.165 ilr.fac2[57,1] -0.256 0.928 -0.069 ilr.fac2[58,1] 1.041 0.248 0.201 ilr.fac2[59,1] 1.047 0.899 -0.117 ilr.fac2[60,1] 0.325 0.009 -0.113 ilr.fac2[61,1] 1.013 0.044 0.078 ilr.fac2[62,1] 0.558 0.310 -0.156 ilr.fac2[63,1] 1.141 0.082 -0.056 ilr.fac2[64,1] 1.225 0.042 -0.099 ilr.fac2[65,1] 0.950 0.178 0.149 ilr.fac2[66,1] 0.951 0.040 0.444 ilr.fac2[67,1] 0.951 0.596 0.154 ilr.fac2[68,1] 0.890 1.283 -0.849 ilr.fac2[69,1] 0.403 0.278 -0.207 ilr.fac2[70,1] 0.125 -0.962 0.754 ilr.fac2[71,1] 1.113 -0.234 -0.336 ilr.fac2[72,1] -1.661 1.796 0.194 ilr.fac2[73,1] -0.565 0.696 -0.052 ilr.fac2[74,1] -0.003 -0.573 1.462 ilr.fac2[75,1] 0.764 1.600 -0.047 ilr.fac2[76,1] 0.575 -0.953 -0.281 ilr.fac2[77,1] 0.523 -0.234 -0.882 ilr.fac2[78,1] -0.502 -0.796 0.676 ilr.fac2[79,1] -0.780 -0.354 0.674 ilr.fac2[80,1] -0.434 -0.094 0.151 ilr.fac2[81,1] 0.365 -0.458 0.283 ilr.fac2[82,1] -0.862 -0.443 0.052 ilr.fac2[83,1] -0.546 -0.716 -0.725 ilr.fac2[84,1] -0.281 -0.294 0.527 ilr.fac2[85,1] -0.310 0.049 -0.372 ilr.fac2[86,1] -0.781 -0.549 -0.135 ilr.fac2[87,1] -0.212 -0.919 0.074 ilr.fac2[88,1] -0.924 -0.608 -0.078 ilr.fac2[89,1] -0.745 0.603 0.046 ilr.fac2[90,1] -1.168 -0.515 -0.662 ilr.fac2[91,1] -0.272 -0.111 1.563 ilr.fac2[92,1] -0.155 1.102 -0.054 ilr.fac2[93,1] -0.321 -0.417 -1.023 ilr.fac2[94,1] -0.986 -0.692 -0.458 ilr.fac2[95,1] -0.907 0.910 -0.728 ilr.fac2[96,1] 0.860 0.531 0.398 ilr.fac2[97,1] -2.396 0.278 1.378 ilr.fac2[98,1] 1.547 -0.084 -0.519 ilr.fac2[99,1] 0.800 1.160 0.245 ilr.fac2[100,1] 1.608 0.627 -0.293 ilr.fac2[101,1] 1.395 -0.519 -1.318 ilr.fac2[102,1] 1.565 -0.047 -0.111 ilr.fac2[103,1] 1.228 0.892 -0.508 ilr.fac2[104,1] 1.309 0.058 -0.657 ilr.fac2[105,1] -1.061 0.201 0.074 ilr.fac2[106,1] 2.691 -1.647 -0.188 ilr.fac2[107,1] 0.279 0.392 -1.713 loglik[1] -0.719 -0.379 -0.406 loglik[2] -1.258 0.134 -1.572 loglik[3] -1.442 -0.815 1.366 loglik[4] 0.307 1.057 1.222 loglik[5] -1.741 -0.153 0.220 loglik[6] -0.464 -0.830 0.384 loglik[7] -1.525 0.470 -0.330 loglik[8] -1.260 0.233 -0.388 loglik[9] 0.615 -0.592 1.408 loglik[10] -0.267 -0.724 -1.315 loglik[11] 0.950 -1.170 0.491 loglik[12] 1.733 -1.059 1.113 loglik[13] 0.735 -1.362 0.508 loglik[14] 2.374 0.758 -0.437 loglik[15] 0.136 0.815 0.414 loglik[16] 0.874 -0.234 -1.967 loglik[17] -0.040 -1.071 1.209 loglik[18] -0.707 0.945 -1.249 loglik[19] 1.174 -0.463 1.964 loglik[20] 0.845 0.463 -0.626 loglik[21] 1.518 -0.110 0.247 loglik[22] 0.673 -0.429 -0.179 loglik[23] 2.202 -0.838 -0.509 loglik[24] -0.500 -0.027 -1.655 loglik[25] 0.031 -0.371 1.803 loglik[26] 0.937 -0.828 -1.233 loglik[27] -0.593 -0.303 -1.308 loglik[28] 0.201 -0.325 -1.094 loglik[29] 1.176 -0.158 0.166 loglik[30] 0.047 -0.562 -1.170 loglik[31] -1.647 0.503 -0.011 loglik[32] 0.523 -1.044 -0.206 loglik[33] -0.430 2.255 -0.269 loglik[34] 0.815 0.332 -0.336 loglik[35] 0.830 1.206 0.136 loglik[36] -0.770 0.760 1.057 loglik[37] -0.820 -0.387 -0.548 loglik[38] 0.550 0.462 1.552 loglik[39] -0.252 2.210 0.210 loglik[40] 0.889 1.715 -0.626 loglik[41] -0.552 -0.614 3.011 loglik[42] -0.684 1.501 0.692 loglik[43] 0.314 2.748 -0.250 loglik[44] 1.498 -0.546 1.848 loglik[45] -0.610 -0.442 0.142 loglik[46] 0.709 -0.651 -0.358 loglik[47] 0.543 0.104 -0.670 loglik[48] 0.132 0.797 -0.670 loglik[49] 0.401 0.596 -0.304 loglik[50] 0.251 -0.732 0.430 loglik[51] 2.095 0.537 -0.266 loglik[52] 0.784 1.677 -0.046 loglik[53] -0.526 1.598 0.418 loglik[54] -1.180 -0.444 -0.699 loglik[55] 1.129 0.310 0.779 loglik[56] 0.899 0.158 1.843 loglik[57] 0.554 -0.776 0.481 loglik[58] 0.754 0.207 -0.074 loglik[59] 0.801 -1.367 -0.003 loglik[60] 0.986 0.013 -0.059 loglik[61] 0.635 -1.163 -1.166 loglik[62] 1.178 1.110 0.803 loglik[63] 0.600 1.112 0.319 loglik[64] 0.854 0.973 -0.639 loglik[65] 1.343 0.244 -0.700 loglik[66] 0.013 -0.820 -0.640 loglik[67] 0.557 0.913 -0.056 loglik[68] -0.793 1.294 -0.128 loglik[69] 1.811 -0.532 -0.368 loglik[70] 0.415 0.312 -0.983 loglik[71] -0.439 -0.395 -0.035 loglik[72] 1.049 1.487 1.014 loglik[73] -0.090 -1.106 -1.220 loglik[74] -0.188 0.974 0.405 loglik[75] -0.204 1.236 -0.493 loglik[76] -0.609 -0.886 -1.444 loglik[77] 0.917 0.583 -1.464 loglik[78] -0.816 1.250 1.772 loglik[79] 1.428 0.827 -0.259 loglik[80] 0.194 1.578 0.628 loglik[81] 0.846 1.040 1.525 loglik[82] -0.083 1.253 -0.397 loglik[83] 1.693 1.835 1.017 loglik[84] 1.316 0.193 0.360 loglik[85] -0.595 -0.222 -1.201 loglik[86] -0.750 0.302 0.658 loglik[87] -0.386 0.326 0.937 loglik[88] 1.873 0.567 -0.054 loglik[89] -0.433 0.450 -0.723 loglik[90] -0.038 -0.075 -0.708 loglik[91] -0.106 -2.038 -0.756 loglik[92] 0.417 1.234 0.233 loglik[93] 2.191 0.779 0.365 loglik[94] -0.320 -0.348 1.737 loglik[95] -1.335 0.069 1.124 loglik[96] -0.637 1.098 -0.048 loglik[97] 1.995 0.775 -1.324 loglik[98] 0.081 -0.076 -1.059 loglik[99] 0.672 1.133 0.676 loglik[100] 1.431 0.357 1.410 loglik[101] -0.501 0.710 -2.145 loglik[102] 0.285 0.750 0.845 loglik[103] -0.469 -0.714 -1.017 loglik[104] 2.393 0.435 -0.994 loglik[105] 0.179 0.830 0.377 loglik[106] -0.158 -0.510 1.143 loglik[107] 0.198 0.808 -0.947 p.fac1[1,1] 0.788 0.623 -0.095 p.fac1[2,1] -0.147 1.236 -0.461 p.fac1[3,1] -1.044 -0.613 1.237 p.fac1[4,1] -1.019 -0.106 0.033 p.fac1[1,2] -0.788 -0.623 0.095 p.fac1[2,2] 0.147 -1.236 0.461 p.fac1[3,2] 1.044 0.613 -1.237 p.fac1[4,2] 1.019 0.106 -0.033 p.fac2[1,1] -0.251 1.125 -0.894 p.fac2[2,1] 0.294 -0.549 -0.347 p.fac2[3,1] -0.075 0.298 2.139 p.fac2[4,1] -0.427 0.602 0.266 p.fac2[5,1] 0.826 -0.039 -0.808 p.fac2[6,1] 1.104 0.028 -0.724 p.fac2[7,1] 0.081 -0.762 0.732 p.fac2[8,1] 1.238 -0.767 0.463 p.fac2[9,1] -1.043 -0.385 -0.780 p.fac2[10,1] 0.576 0.680 -1.531 p.fac2[11,1] -0.622 -0.795 0.170 p.fac2[12,1] 0.891 0.519 -0.659 p.fac2[13,1] 2.133 0.303 -1.453 p.fac2[14,1] -0.524 -1.415 -0.202 p.fac2[15,1] 0.950 -0.583 -1.583 p.fac2[16,1] 0.387 0.783 0.043 p.fac2[17,1] 1.592 -1.251 -0.789 p.fac2[18,1] -0.236 -0.147 0.215 p.fac2[19,1] -0.810 1.053 -0.466 p.fac2[20,1] -0.099 0.062 -0.379 p.fac2[21,1] -0.663 0.609 -0.001 p.fac2[22,1] 1.836 0.260 -0.773 p.fac2[23,1] 1.570 -0.565 0.952 p.fac2[24,1] 1.227 -0.005 -0.431 p.fac2[25,1] 0.570 -0.475 -1.585 p.fac2[26,1] -0.258 1.268 -2.314 p.fac2[27,1] 0.451 -1.091 1.033 p.fac2[28,1] 0.182 -0.158 -1.546 p.fac2[29,1] 1.800 1.220 1.203 p.fac2[30,1] 1.317 1.276 -0.189 p.fac2[31,1] -0.931 1.184 -1.658 p.fac2[32,1] -0.761 1.858 -1.135 p.fac2[33,1] -0.601 1.705 -1.109 p.fac2[34,1] -0.666 1.882 -1.493 p.fac2[35,1] -0.163 1.577 -1.194 p.fac2[36,1] -1.058 1.436 -1.105 p.fac2[37,1] -1.252 1.710 -1.074 p.fac2[38,1] -0.010 0.950 0.590 p.fac2[39,1] -0.208 1.125 -0.664 p.fac2[40,1] -1.771 2.027 -1.264 p.fac2[41,1] -0.545 0.301 -2.518 p.fac2[42,1] -0.589 -0.301 -0.143 p.fac2[43,1] -0.291 -1.744 -0.499 p.fac2[44,1] -0.647 -2.123 0.429 p.fac2[45,1] -1.501 -0.122 -0.742 p.fac2[46,1] -0.443 0.195 -0.356 p.fac2[47,1] 0.240 -0.545 -0.906 p.fac2[48,1] -0.681 2.281 -1.251 p.fac2[49,1] -1.518 0.633 -0.464 p.fac2[50,1] 0.698 0.689 -2.093 p.fac2[51,1] 0.289 -0.330 0.034 p.fac2[52,1] 0.012 -0.962 -0.846 p.fac2[53,1] -0.810 0.399 -1.168 p.fac2[54,1] 0.893 -0.721 -1.164 p.fac2[55,1] 0.520 1.052 -1.477 p.fac2[56,1] -1.059 0.170 0.057 p.fac2[57,1] -1.043 0.487 -1.245 p.fac2[58,1] 0.493 0.411 0.536 p.fac2[59,1] 0.392 1.860 -0.352 p.fac2[60,1] -2.261 -0.297 -0.427 p.fac2[61,1] 0.338 -0.225 0.268 p.fac2[62,1] -1.038 0.640 -0.507 p.fac2[63,1] 0.787 -0.077 -0.200 p.fac2[64,1] 1.246 -0.193 -0.398 p.fac2[65,1] -0.028 0.192 0.511 p.fac2[66,1] 0.085 -0.200 1.639 p.fac2[67,1] 0.136 1.410 0.482 p.fac2[68,1] 1.065 0.903 -1.361 p.fac2[69,1] -0.584 0.243 -0.643 p.fac2[70,1] -1.118 -1.455 1.077 p.fac2[71,1] 0.226 0.181 -0.123 p.fac2[72,1] -2.339 2.554 0.606 p.fac2[73,1] -0.832 -0.123 0.256 p.fac2[74,1] -0.658 -0.421 0.787 p.fac2[75,1] -0.304 1.925 -0.396 p.fac2[76,1] -0.263 -1.654 0.109 p.fac2[77,1] -0.704 -0.399 -1.508 p.fac2[78,1] 0.437 -0.623 1.048 p.fac2[79,1] -0.270 0.342 1.098 p.fac2[80,1] 0.633 1.081 0.002 p.fac2[81,1] 3.111 0.140 0.352 p.fac2[82,1] -0.232 0.107 -0.224 p.fac2[83,1] 0.205 -0.563 -1.373 p.fac2[84,1] 0.943 0.428 0.767 p.fac2[85,1] 0.917 1.096 -1.013 p.fac2[86,1] -0.163 -0.157 -0.485 p.fac2[87,1] 1.007 -0.870 -0.124 p.fac2[88,1] -0.141 -0.327 -0.161 p.fac2[89,1] -0.426 0.999 -0.545 p.fac2[90,1] -1.023 -0.205 -1.331 p.fac2[91,1] 0.301 0.605 2.326 p.fac2[92,1] 0.618 1.976 -0.366 p.fac2[93,1] 0.428 0.405 -1.968 p.fac2[94,1] -0.106 -0.568 -0.813 p.fac2[95,1] -0.790 1.219 -0.545 p.fac2[96,1] 0.869 1.232 0.578 p.fac2[97,1] -1.924 0.662 1.273 p.fac2[98,1] 0.417 -1.009 0.066 p.fac2[99,1] -0.831 0.749 0.411 p.fac2[100,1] 0.737 1.340 0.923 p.fac2[101,1] 0.187 -1.404 -1.720 p.fac2[102,1] -0.255 -0.141 -0.550 p.fac2[103,1] -0.210 1.404 0.011 p.fac2[104,1] 0.524 -0.289 -0.865 p.fac2[105,1] -3.585 0.250 0.907 p.fac2[106,1] 1.999 -1.436 -0.469 p.fac2[107,1] -0.625 -0.178 -0.591 p.fac2[1,2] 0.251 -1.125 0.894 p.fac2[2,2] -0.294 0.549 0.347 p.fac2[3,2] 0.075 -0.298 -2.139 p.fac2[4,2] 0.427 -0.602 -0.266 p.fac2[5,2] -0.826 0.039 0.808 p.fac2[6,2] -1.104 -0.028 0.724 p.fac2[7,2] -0.081 0.762 -0.732 p.fac2[8,2] -1.238 0.767 -0.463 p.fac2[9,2] 1.043 0.385 0.780 p.fac2[10,2] -0.576 -0.680 1.531 p.fac2[11,2] 0.622 0.795 -0.170 p.fac2[12,2] -0.891 -0.519 0.659 p.fac2[13,2] -2.133 -0.303 1.453 p.fac2[14,2] 0.524 1.415 0.202 p.fac2[15,2] -0.950 0.583 1.583 p.fac2[16,2] -0.387 -0.783 -0.043 p.fac2[17,2] -1.592 1.251 0.789 p.fac2[18,2] 0.236 0.147 -0.215 p.fac2[19,2] 0.810 -1.053 0.466 p.fac2[20,2] 0.099 -0.062 0.379 p.fac2[21,2] 0.663 -0.609 0.001 p.fac2[22,2] -1.836 -0.260 0.773 p.fac2[23,2] -1.570 0.565 -0.952 p.fac2[24,2] -1.227 0.005 0.431 p.fac2[25,2] -0.570 0.475 1.585 p.fac2[26,2] 0.258 -1.268 2.314 p.fac2[27,2] -0.451 1.091 -1.033 p.fac2[28,2] -0.182 0.158 1.546 p.fac2[29,2] -1.800 -1.220 -1.203 p.fac2[30,2] -1.317 -1.276 0.189 p.fac2[31,2] 0.931 -1.184 1.658 p.fac2[32,2] 0.761 -1.858 1.135 p.fac2[33,2] 0.601 -1.705 1.109 p.fac2[34,2] 0.666 -1.882 1.493 p.fac2[35,2] 0.163 -1.577 1.194 p.fac2[36,2] 1.058 -1.436 1.105 p.fac2[37,2] 1.252 -1.710 1.074 p.fac2[38,2] 0.010 -0.950 -0.590 p.fac2[39,2] 0.208 -1.125 0.664 p.fac2[40,2] 1.771 -2.027 1.264 p.fac2[41,2] 0.545 -0.301 2.518 p.fac2[42,2] 0.589 0.301 0.143 p.fac2[43,2] 0.291 1.744 0.499 p.fac2[44,2] 0.647 2.123 -0.429 p.fac2[45,2] 1.501 0.122 0.742 p.fac2[46,2] 0.443 -0.195 0.356 p.fac2[47,2] -0.240 0.545 0.906 p.fac2[48,2] 0.681 -2.281 1.251 p.fac2[49,2] 1.518 -0.633 0.464 p.fac2[50,2] -0.698 -0.689 2.093 p.fac2[51,2] -0.289 0.330 -0.034 p.fac2[52,2] -0.012 0.962 0.846 p.fac2[53,2] 0.810 -0.399 1.168 p.fac2[54,2] -0.893 0.721 1.164 p.fac2[55,2] -0.520 -1.052 1.477 p.fac2[56,2] 1.059 -0.170 -0.057 p.fac2[57,2] 1.043 -0.487 1.245 p.fac2[58,2] -0.493 -0.411 -0.536 p.fac2[59,2] -0.392 -1.860 0.352 p.fac2[60,2] 2.261 0.297 0.427 p.fac2[61,2] -0.338 0.225 -0.268 p.fac2[62,2] 1.038 -0.640 0.507 p.fac2[63,2] -0.787 0.077 0.200 p.fac2[64,2] -1.246 0.193 0.398 p.fac2[65,2] 0.028 -0.192 -0.511 p.fac2[66,2] -0.085 0.200 -1.639 p.fac2[67,2] -0.136 -1.410 -0.482 p.fac2[68,2] -1.065 -0.903 1.361 p.fac2[69,2] 0.584 -0.243 0.643 p.fac2[70,2] 1.118 1.455 -1.077 p.fac2[71,2] -0.226 -0.181 0.123 p.fac2[72,2] 2.339 -2.554 -0.606 p.fac2[73,2] 0.832 0.123 -0.256 p.fac2[74,2] 0.658 0.421 -0.787 p.fac2[75,2] 0.304 -1.925 0.396 p.fac2[76,2] 0.263 1.654 -0.109 p.fac2[77,2] 0.704 0.399 1.508 p.fac2[78,2] -0.437 0.623 -1.048 p.fac2[79,2] 0.270 -0.342 -1.098 p.fac2[80,2] -0.633 -1.081 -0.002 p.fac2[81,2] -3.111 -0.140 -0.352 p.fac2[82,2] 0.232 -0.107 0.224 p.fac2[83,2] -0.205 0.563 1.373 p.fac2[84,2] -0.943 -0.428 -0.767 p.fac2[85,2] -0.917 -1.096 1.013 p.fac2[86,2] 0.163 0.157 0.485 p.fac2[87,2] -1.007 0.870 0.124 p.fac2[88,2] 0.141 0.327 0.161 p.fac2[89,2] 0.426 -0.999 0.545 p.fac2[90,2] 1.023 0.205 1.331 p.fac2[91,2] -0.301 -0.605 -2.326 p.fac2[92,2] -0.618 -1.976 0.366 p.fac2[93,2] -0.428 -0.405 1.968 p.fac2[94,2] 0.106 0.568 0.813 p.fac2[95,2] 0.790 -1.219 0.545 p.fac2[96,2] -0.869 -1.232 -0.578 p.fac2[97,2] 1.924 -0.662 -1.273 p.fac2[98,2] -0.417 1.009 -0.066 p.fac2[99,2] 0.831 -0.749 -0.411 p.fac2[100,2] -0.737 -1.340 -0.923 p.fac2[101,2] -0.187 1.404 1.720 p.fac2[102,2] 0.255 0.141 0.550 p.fac2[103,2] 0.210 -1.404 -0.011 p.fac2[104,2] -0.524 0.289 0.865 p.fac2[105,2] 3.585 -0.250 -0.907 p.fac2[106,2] -1.999 1.436 0.469 p.fac2[107,2] 0.625 0.178 0.591 p.global[1] -0.125 -1.396 1.842 p.global[2] 0.125 1.396 -1.842 resid.prop[1] 1.167 -2.598 1.271 resid.prop[2] -0.418 0.081 -0.332