R version 3.5.0 (2018-04-23) -- "Joy in Playing" Copyright (C) 2018 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 (64-bit) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. Natural language support but running in an English locale R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. [Previously saved workspace restored] > library(digest) Warning message: package ‘digest’ was built under R version 3.5.3 > library(MASS) > library(parallel) > library(OpenMx) Notice: R GUI cannot display verbose output from the OpenMx backend. If you need detail diagnostics then R CMD BATCH is one option. Warning message: package ‘OpenMx’ was built under R version 3.5.1 > library(metaSEM) "SLSQP" is set as the default optimizer in OpenMx. mxOption(NULL, "Gradient algorithm") is set at "central". mxOption(NULL, "Optimality tolerance") is set at "6.3e-14". mxOption(NULL, "Gradient iterations") is set at "2". > myfile <- readLowTriMat(file = "C:/Users/esouser/One Drive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Matrices.txt", no.var=11, na.strings="NA") Error in file(file, "r") : cannot open the connection In addition: Warning message: In file(file, "r") : cannot open file 'C:/Users/esouser/One Drive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Matrices.txt': No such file or directory > myfile <- readLowTriMat(file = "C:/Users/esouser/OneDrive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Matrices.txt", no.var=11, na.strings="NA") Read 7326 items > n <- scan("C:/Users/esouser/OneDrive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Samples_Sizes.txt") Error in file(file, "r") : cannot open the connection In addition: Warning message: In file(file, "r") : cannot open file 'C:/Users/esouser/OneDrive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Samples_Sizes.txt': No such file or directory > n <- scan("C:/Users/esouser/OneDrive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Sample_Sizes.txt") Read 111 items > is.pd(myfile) 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 109 110 111 TRUE TRUE TRUE > pattern.na(myfile, show.na=FALSE) x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x1 111 111 111 111 111 111 111 111 111 111 111 x2 111 111 111 111 111 111 111 111 111 111 111 x3 111 111 111 111 111 111 111 111 111 111 111 x4 111 111 111 111 111 111 111 111 111 111 111 x5 111 111 111 111 111 111 111 111 111 111 111 x6 111 111 111 111 111 111 111 111 111 111 111 x7 111 111 111 111 111 111 111 111 111 111 111 x8 111 111 111 111 111 111 111 111 111 111 111 x9 111 111 111 111 111 111 111 111 111 111 111 x10 111 111 111 111 111 111 111 111 111 111 111 x11 111 111 111 111 111 111 111 111 111 111 111 > random1 <- tssem1(myfile, n, method="REM", RE.type="Diag") > summary(random1) Call: meta(y = ES, v = acovR, RE.constraints = Diag(paste0(RE.startvalues, "*Tau2_", 1:no.es, "_", 1:no.es)), RE.lbound = RE.lbound, I2 = I2, model.name = model.name, suppressWarnings = TRUE, silent = silent, run = run) 95% confidence intervals: z statistic approximation Coefficients: Estimate Std.Error lbound ubound z value Pr(>|z|) Intercept1 -0.01294432 0.01997316 -0.05209098 0.02620235 -0.6481 0.5169296 Intercept2 0.00798242 0.00767496 -0.00706023 0.02302508 1.0401 0.2983119 Intercept3 -0.00047468 0.00775565 -0.01567547 0.01472611 -0.0612 0.9511962 Intercept4 0.00720270 0.00784231 -0.00816794 0.02257335 0.9184 0.3583877 Intercept5 0.02223413 0.00860263 0.00537328 0.03909497 2.5846 0.0097500 ** Intercept6 -0.00231089 0.00797267 -0.01793703 0.01331525 -0.2899 0.7719297 Intercept7 0.00367911 0.00792061 -0.01184500 0.01920322 0.4645 0.6422906 Intercept8 0.01812735 0.00804343 0.00236252 0.03389218 2.2537 0.0242161 * Intercept9 0.00052620 0.00784396 -0.01484769 0.01590008 0.0671 0.9465155 Intercept10 0.00755026 0.00782892 -0.00779414 0.02289467 0.9644 0.3348422 Intercept11 -0.00932186 0.00810853 -0.02521428 0.00657057 -1.1496 0.2502938 Intercept12 -0.00321707 0.00949780 -0.02183242 0.01539829 -0.3387 0.7348229 Intercept13 -0.00169317 0.00796237 -0.01729912 0.01391278 -0.2126 0.8316025 Intercept14 -0.01187659 0.01045854 -0.03237495 0.00862177 -1.1356 0.2561290 Intercept15 -0.02379904 0.01148786 -0.04631483 -0.00128324 -2.0717 0.0382964 * Intercept16 -0.01508659 0.00753321 -0.02985141 -0.00032176 -2.0027 0.0452120 * Intercept17 -0.00611285 0.00766449 -0.02113497 0.00890928 -0.7976 0.4251293 Intercept18 -0.03071007 0.01097700 -0.05222459 -0.00919554 -2.7977 0.0051472 ** Intercept19 -0.00708726 0.00787804 -0.02252793 0.00835341 -0.8996 0.3683214 Intercept20 0.12264249 0.02239945 0.07874038 0.16654460 5.4752 4.369e-08 *** Intercept21 0.00784404 0.00789871 -0.00763715 0.02332524 0.9931 0.3206717 Intercept22 0.01649601 0.00859158 -0.00034317 0.03333519 1.9200 0.0548552 . Intercept23 0.02728910 0.01427231 -0.00068412 0.05526231 1.9120 0.0558723 . Intercept24 0.02512462 0.01300276 -0.00036032 0.05060955 1.9323 0.0533283 . Intercept25 0.02317509 0.01038675 0.00281743 0.04353274 2.2312 0.0256668 * Intercept26 0.04241614 0.01261585 0.01768953 0.06714275 3.3621 0.0007734 *** Intercept27 0.01914785 0.00947608 0.00057508 0.03772062 2.0207 0.0433158 * Intercept28 0.02864600 0.01328971 0.00259864 0.05469336 2.1555 0.0311226 * Intercept29 0.03974467 0.01483013 0.01067814 0.06881120 2.6800 0.0073623 ** Intercept30 0.06487198 0.01855224 0.02851025 0.10123371 3.4967 0.0004710 *** Intercept31 0.06134839 0.01866157 0.02477239 0.09792439 3.2874 0.0010111 ** Intercept32 0.05748931 0.01835813 0.02150804 0.09347058 3.1315 0.0017389 ** Intercept33 0.15065732 0.02999065 0.09187673 0.20943792 5.0235 5.074e-07 *** Intercept34 0.02386121 0.01081258 0.00266895 0.04505347 2.2068 0.0273279 * Intercept35 0.01834655 0.01089024 -0.00299793 0.03969103 1.6847 0.0920506 . Intercept36 0.04194963 0.01654866 0.00951486 0.07438441 2.5349 0.0112471 * Intercept37 0.01735851 0.01059992 -0.00341694 0.03813397 1.6376 0.1015034 Intercept38 0.07902552 0.02247991 0.03496570 0.12308533 3.5154 0.0004391 *** Intercept39 0.04033489 0.01567516 0.00961215 0.07105763 2.5732 0.0100771 * Intercept40 0.05812809 0.02097278 0.01702220 0.09923399 2.7716 0.0055782 ** Intercept41 0.02045729 0.01292093 -0.00486726 0.04578184 1.5833 0.1133604 Intercept42 0.02505953 0.01357488 -0.00154674 0.05166580 1.8460 0.0648889 . Intercept43 0.03515380 0.01532830 0.00511088 0.06519672 2.2934 0.0218255 * Intercept44 0.02541246 0.01272560 0.00047074 0.05035418 1.9970 0.0458300 * Intercept45 0.01935699 0.01283016 -0.00578966 0.04450365 1.5087 0.1313729 Intercept46 0.05758813 0.01629926 0.02564217 0.08953409 3.5332 0.0004106 *** Intercept47 0.03786994 0.01439824 0.00964991 0.06608996 2.6302 0.0085340 ** Intercept48 0.13829260 0.02820925 0.08300348 0.19358172 4.9024 9.468e-07 *** Intercept49 0.07982855 0.02315737 0.03444093 0.12521616 3.4472 0.0005664 *** Intercept50 0.01277536 0.00757611 -0.00207353 0.02762425 1.6863 0.0917438 . Intercept51 0.08260004 0.02052658 0.04236868 0.12283140 4.0241 5.721e-05 *** Intercept52 0.01992105 0.01145360 -0.00252759 0.04236970 1.7393 0.0819850 . Intercept53 0.03153947 0.01289193 0.00627175 0.05680718 2.4465 0.0144271 * Intercept54 0.05465025 0.01617635 0.02294519 0.08635531 3.3784 0.0007291 *** Intercept55 0.03622598 0.01439257 0.00801707 0.06443489 2.5170 0.0118361 * Tau2_1_1 0.03713078 NA NA NA NA NA Tau2_2_2 0.00119986 0.00123555 -0.00122177 0.00362149 0.9711 0.3314912 Tau2_3_3 0.00111652 0.00197534 -0.00275508 0.00498812 0.5652 0.5719186 Tau2_4_4 0.00142903 NA NA NA NA NA Tau2_5_5 0.00250491 0.00115329 0.00024451 0.00476531 2.1720 0.0298577 * Tau2_6_6 0.00160785 NA NA NA NA NA Tau2_7_7 0.00153100 NA NA NA NA NA Tau2_8_8 0.00168424 0.00096007 -0.00019745 0.00356594 1.7543 0.0793794 . Tau2_9_9 0.00147768 NA NA NA NA NA Tau2_10_10 0.00150282 NA NA NA NA NA Tau2_11_11 0.00124281 0.00620672 -0.01092213 0.01340776 0.2002 0.8412953 Tau2_12_12 0.00406638 0.00110638 0.00189792 0.00623483 3.6754 0.0002375 *** Tau2_13_13 0.00161960 NA NA NA NA NA Tau2_14_14 0.00594010 0.00162058 0.00276383 0.00911637 3.6654 0.0002469 *** Tau2_15_15 0.00824158 0.00222377 0.00388307 0.01260009 3.7061 0.0002104 *** Tau2_16_16 0.00100221 0.00057680 -0.00012829 0.00213271 1.7375 0.0822902 . Tau2_17_17 0.00099744 0.00219918 -0.00331287 0.00530774 0.4536 0.6501525 Tau2_18_18 0.00707434 0.00172141 0.00370044 0.01044823 4.1096 3.963e-05 *** Tau2_19_19 0.00147945 NA NA NA NA NA Tau2_20_20 0.04752912 0.00746889 0.03289037 0.06216787 6.3636 1.971e-10 *** Tau2_21_21 0.00153186 NA NA NA NA NA Tau2_22_22 0.00241703 0.00158181 -0.00068326 0.00551731 1.5280 0.1265083 Tau2_23_23 0.01559721 0.00371976 0.00830661 0.02288781 4.1931 2.752e-05 *** Tau2_24_24 0.01202607 0.00245200 0.00722024 0.01683190 4.9046 9.362e-07 *** Tau2_25_25 0.00577225 0.00143418 0.00296132 0.00858319 4.0248 5.703e-05 *** Tau2_26_26 0.01106550 0.00240368 0.00635438 0.01577662 4.6036 4.153e-06 *** Tau2_27_27 0.00401716 0.00151970 0.00103861 0.00699571 2.6434 0.0082079 ** Tau2_28_28 0.01289520 0.00271093 0.00758188 0.01820852 4.7567 1.967e-06 *** Tau2_29_29 0.01750189 0.00369712 0.01025566 0.02474812 4.7339 2.202e-06 *** Tau2_30_30 0.03096869 0.00520177 0.02077341 0.04116397 5.9535 2.625e-09 *** Tau2_31_31 0.03141979 0.00481762 0.02197742 0.04086215 6.5218 6.945e-11 *** Tau2_32_32 0.03020442 0.00502377 0.02035801 0.04005082 6.0123 1.829e-09 *** Tau2_33_33 0.09252123 0.01678897 0.05961547 0.12542700 5.5108 3.571e-08 *** Tau2_34_34 0.00668074 0.00153472 0.00367274 0.00968874 4.3531 1.342e-05 *** Tau2_35_35 0.00684283 0.00159093 0.00372466 0.00996100 4.3011 1.699e-05 *** Tau2_36_36 0.02328454 0.00441182 0.01463753 0.03193155 5.2778 1.308e-07 *** Tau2_37_37 0.00623738 0.00177936 0.00274990 0.00972486 3.5054 0.0004559 *** Tau2_38_38 0.04862042 0.00816812 0.03261120 0.06462963 5.9525 2.641e-09 *** Tau2_39_39 0.02028839 0.00351102 0.01340693 0.02716986 5.7785 7.537e-09 *** Tau2_40_40 0.04136944 0.00821063 0.02527690 0.05746198 5.0385 4.691e-07 *** Tau2_41_41 0.01181267 0.00215606 0.00758688 0.01603847 5.4788 4.281e-08 *** Tau2_42_42 0.01368878 0.00373039 0.00637736 0.02100020 3.6695 0.0002430 *** Tau2_43_43 0.01903310 0.00374017 0.01170250 0.02636370 5.0888 3.603e-07 *** Tau2_44_44 0.01134386 0.00198183 0.00745954 0.01522818 5.7239 1.041e-08 *** Tau2_45_45 0.01141172 0.00238889 0.00672959 0.01609386 4.7770 1.779e-06 *** Tau2_46_46 0.02240826 0.00370377 0.01514900 0.02966752 6.0501 1.447e-09 *** Tau2_47_47 0.01606616 0.00304864 0.01009094 0.02204137 5.2699 1.365e-07 *** Tau2_48_48 0.08033762 0.01578712 0.04939544 0.11127980 5.0888 3.603e-07 *** Tau2_49_49 0.05196927 0.00967281 0.03301091 0.07092763 5.3727 7.756e-08 *** Tau2_50_50 0.00107003 0.00072348 -0.00034798 0.00248803 1.4790 0.1391424 Tau2_51_51 0.03945934 0.00638859 0.02693794 0.05198074 6.1765 6.552e-10 *** Tau2_52_52 0.00813999 0.00181043 0.00459162 0.01168836 4.4962 6.919e-06 *** Tau2_53_53 0.01179712 0.00249474 0.00690752 0.01668671 4.7288 2.258e-06 *** Tau2_54_54 0.02187379 0.00422443 0.01359405 0.03015352 5.1779 2.244e-07 *** Tau2_55_55 0.01614520 0.00311537 0.01003919 0.02225122 5.1824 2.190e-07 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Q statistic on the homogeneity of effect sizes: 22508.45 Degrees of freedom of the Q statistic: 6050 P value of the Q statistic: 0 Heterogeneity indices (based on the estimated Tau2): Estimate Intercept1: I2 (Q statistic) 0.8839 Intercept2: I2 (Q statistic) 0.1974 Intercept3: I2 (Q statistic) 0.1862 Intercept4: I2 (Q statistic) 0.2266 Intercept5: I2 (Q statistic) 0.3394 Intercept6: I2 (Q statistic) 0.2479 Intercept7: I2 (Q statistic) 0.2388 Intercept8: I2 (Q statistic) 0.2567 Intercept9: I2 (Q statistic) 0.2325 Intercept10: I2 (Q statistic) 0.2355 Intercept11: I2 (Q statistic) 0.2030 Intercept12: I2 (Q statistic) 0.4546 Intercept13: I2 (Q statistic) 0.2492 Intercept14: I2 (Q statistic) 0.5491 Intercept15: I2 (Q statistic) 0.6284 Intercept16: I2 (Q statistic) 0.1705 Intercept17: I2 (Q statistic) 0.1697 Intercept18: I2 (Q statistic) 0.5922 Intercept19: I2 (Q statistic) 0.2327 Intercept20: I2 (Q statistic) 0.9082 Intercept21: I2 (Q statistic) 0.2390 Intercept22: I2 (Q statistic) 0.3314 Intercept23: I2 (Q statistic) 0.7618 Intercept24: I2 (Q statistic) 0.7117 Intercept25: I2 (Q statistic) 0.5423 Intercept26: I2 (Q statistic) 0.6946 Intercept27: I2 (Q statistic) 0.4517 Intercept28: I2 (Q statistic) 0.7258 Intercept29: I2 (Q statistic) 0.7826 Intercept30: I2 (Q statistic) 0.8648 Intercept31: I2 (Q statistic) 0.8668 Intercept32: I2 (Q statistic) 0.8619 Intercept33: I2 (Q statistic) 0.9530 Intercept34: I2 (Q statistic) 0.5784 Intercept35: I2 (Q statistic) 0.5841 Intercept36: I2 (Q statistic) 0.8272 Intercept37: I2 (Q statistic) 0.5612 Intercept38: I2 (Q statistic) 0.9100 Intercept39: I2 (Q statistic) 0.8068 Intercept40: I2 (Q statistic) 0.8949 Intercept41: I2 (Q statistic) 0.7081 Intercept42: I2 (Q statistic) 0.7375 Intercept43: I2 (Q statistic) 0.7966 Intercept44: I2 (Q statistic) 0.6998 Intercept45: I2 (Q statistic) 0.7009 Intercept46: I2 (Q statistic) 0.8222 Intercept47: I2 (Q statistic) 0.7673 Intercept48: I2 (Q statistic) 0.9451 Intercept49: I2 (Q statistic) 0.9155 Intercept50: I2 (Q statistic) 0.1799 Intercept51: I2 (Q statistic) 0.8915 Intercept52: I2 (Q statistic) 0.6255 Intercept53: I2 (Q statistic) 0.7078 Intercept54: I2 (Q statistic) 0.8180 Intercept55: I2 (Q statistic) 0.7688 Number of studies (or clusters): 111 Number of observed statistics: 6105 Number of estimated parameters: 110 Degrees of freedom: 5995 -2 log likelihood: -8725.632 OpenMx status1: 6 ("0" or "1": The optimization is considered fine. Other values may indicate problems.) Warning message: In print.summary.meta(x) : OpenMx status1 is neither 0 or 1. You are advised to 'rerun' it again. > myfile <- readLowTriMat(file = "C:/Users/esouser/OneDrive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Matrices_NoPapaerWithOneRelationship.txt", no.var=11, na.strings="NA") Error in file(file, "r") : cannot open the connection In addition: Warning message: In file(file, "r") : cannot open file 'C:/Users/esouser/OneDrive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Matrices_NoPapaerWithOneRelationship.txt': No such file or directory > myfile <- readLowTriMat(file = "C:/Users/esouser/OneDrive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Matrices_NoPaperWithOneRelationship.txt", no.var=11, na.strings="NA") Read 5016 items > n <- scan("C:/Users/esouser/OneDrive - York University/RA_MetaAnalysis/Analyses/After_the_long_break/Sample_Sizes_NoPaperWithOneRelationship.txt") Read 76 items > is.pd(myfile) 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE 73 74 75 76 TRUE TRUE TRUE TRUE > pattern.na(myfile, show.na=FALSE) x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x1 76 76 76 76 76 76 76 76 76 76 76 x2 76 76 76 76 76 76 76 76 76 76 76 x3 76 76 76 76 76 76 76 76 76 76 76 x4 76 76 76 76 76 76 76 76 76 76 76 x5 76 76 76 76 76 76 76 76 76 76 76 x6 76 76 76 76 76 76 76 76 76 76 76 x7 76 76 76 76 76 76 76 76 76 76 76 x8 76 76 76 76 76 76 76 76 76 76 76 x9 76 76 76 76 76 76 76 76 76 76 76 x10 76 76 76 76 76 76 76 76 76 76 76 x11 76 76 76 76 76 76 76 76 76 76 76 > random2 <- tssem1(myfile, n, method="REM", RE.type="Diag") > summary(random2) Call: meta(y = ES, v = acovR, RE.constraints = Diag(paste0(RE.startvalues, "*Tau2_", 1:no.es, "_", 1:no.es)), RE.lbound = RE.lbound, I2 = I2, model.name = model.name, suppressWarnings = TRUE, silent = silent, run = run) 95% confidence intervals: z statistic approximation Coefficients: Estimate Std.Error lbound ubound z value Pr(>|z|) Intercept1 -1.2915e-03 9.3126e-03 -1.9544e-02 1.6961e-02 -0.1387 0.8897037 Intercept2 1.1479e-03 9.2510e-03 -1.6984e-02 1.9279e-02 0.1241 0.9012478 Intercept3 6.7634e-04 9.3038e-03 -1.7559e-02 1.8912e-02 0.0727 0.9420491 Intercept4 1.0515e-02 9.1805e-03 -7.4788e-03 2.8508e-02 1.1453 0.2520733 Intercept5 2.8920e-02 1.2531e-02 4.3587e-03 5.3480e-02 2.3078 0.0210107 * Intercept6 -1.3720e-03 9.3197e-03 -1.9638e-02 1.6894e-02 -0.1472 0.8829639 Intercept7 4.7228e-03 9.2742e-03 -1.3454e-02 2.2900e-02 0.5092 0.6105807 Intercept8 2.7758e-02 1.2116e-02 4.0113e-03 5.1506e-02 2.2910 0.0219613 * Intercept9 4.4713e-03 1.0461e-02 -1.6032e-02 2.4974e-02 0.4274 0.6690687 Intercept10 6.7289e-03 9.1873e-03 -1.1278e-02 2.4736e-02 0.7324 0.4639178 Intercept11 -1.1863e-02 9.1238e-03 -2.9745e-02 6.0190e-03 -1.3003 0.1935126 Intercept12 -5.5121e-03 1.3430e-02 -3.1834e-02 2.0810e-02 -0.4104 0.6814792 Intercept13 3.0142e-06 9.3092e-03 -1.8243e-02 1.8249e-02 0.0003 0.9997417 Intercept14 -9.1596e-03 1.3275e-02 -3.5178e-02 1.6859e-02 -0.6900 0.4902035 Intercept15 -3.3698e-02 1.5454e-02 -6.3988e-02 -3.4078e-03 -2.1805 0.0292227 * Intercept16 -2.0684e-02 1.0354e-02 -4.0976e-02 -3.9080e-04 -1.9977 0.0457482 * Intercept17 -1.2366e-02 1.1270e-02 -3.4456e-02 9.7239e-03 -1.0972 0.2725582 Intercept18 -4.2964e-02 1.5966e-02 -7.4256e-02 -1.1672e-02 -2.6910 0.0071236 ** Intercept19 -1.3545e-02 9.2465e-03 -3.1668e-02 4.5780e-03 -1.4649 0.1429608 Intercept20 1.4824e-01 3.0093e-02 8.9262e-02 2.0722e-01 4.9262 8.386e-07 *** Intercept21 1.0722e-02 9.2131e-03 -7.3353e-03 2.8779e-02 1.1638 0.2445117 Intercept22 2.7496e-02 1.3310e-02 1.4097e-03 5.3583e-02 2.0659 0.0388396 * Intercept23 3.1086e-02 1.9477e-02 -7.0892e-03 6.9260e-02 1.5960 0.1104903 Intercept24 4.3556e-02 1.7569e-02 9.1210e-03 7.7990e-02 2.4791 0.0131708 * Intercept25 3.0567e-02 1.1784e-02 7.4706e-03 5.3663e-02 2.5939 0.0094889 ** Intercept26 5.9919e-02 1.6936e-02 2.6724e-02 9.3114e-02 3.5379 0.0004033 *** Intercept27 3.1238e-02 1.2257e-02 7.2139e-03 5.5261e-02 2.5485 0.0108184 * Intercept28 2.8821e-02 1.4853e-02 -2.9113e-04 5.7933e-02 1.9404 0.0523355 . Intercept29 5.3739e-02 2.0097e-02 1.4350e-02 9.3128e-02 2.6740 0.0074952 ** Intercept30 1.0064e-01 2.4708e-02 5.2212e-02 1.4907e-01 4.0731 4.639e-05 *** Intercept31 8.5574e-02 2.5706e-02 3.5192e-02 1.3596e-01 3.3290 0.0008716 *** Intercept32 7.0091e-02 2.3145e-02 2.4728e-02 1.1545e-01 3.0283 0.0024590 ** Intercept33 1.9646e-01 3.5619e-02 1.2664e-01 2.6627e-01 5.5154 3.480e-08 *** Intercept34 3.6221e-02 1.4456e-02 7.8880e-03 6.4555e-02 2.5056 0.0122238 * Intercept35 2.6514e-02 1.3965e-02 -8.5676e-04 5.3886e-02 1.8986 0.0576153 . Intercept36 5.9293e-02 2.1922e-02 1.6327e-02 1.0226e-01 2.7047 0.0068363 ** Intercept37 2.8492e-02 1.4903e-02 -7.1752e-04 5.7701e-02 1.9118 0.0558995 . Intercept38 7.4381e-02 2.4436e-02 2.6487e-02 1.2228e-01 3.0439 0.0023352 ** Intercept39 4.8977e-02 2.1981e-02 5.8949e-03 9.2060e-02 2.2281 0.0258709 * Intercept40 6.3958e-02 2.3980e-02 1.6958e-02 1.1096e-01 2.6671 0.0076504 ** Intercept41 2.8273e-02 1.7392e-02 -5.8142e-03 6.2360e-02 1.6257 0.1040239 Intercept42 3.2280e-02 1.5911e-02 1.0951e-03 6.3465e-02 2.0288 0.0424799 * Intercept43 5.7900e-02 2.0501e-02 1.7718e-02 9.8082e-02 2.8242 0.0047401 ** Intercept44 2.5296e-02 1.7868e-02 -9.7251e-03 6.0317e-02 1.4157 0.1568642 Intercept45 4.3484e-02 1.6787e-02 1.0583e-02 7.6385e-02 2.5904 0.0095869 ** Intercept46 6.8154e-02 2.2657e-02 2.3748e-02 1.1256e-01 3.0081 0.0026287 ** Intercept47 4.7448e-02 2.1136e-02 6.0216e-03 8.8875e-02 2.2449 0.0247774 * Intercept48 1.3622e-01 2.8671e-02 8.0024e-02 1.9241e-01 4.7511 2.023e-06 *** Intercept49 1.0963e-01 2.8260e-02 5.4236e-02 1.6501e-01 3.8792 0.0001048 *** Intercept50 1.0041e-02 9.0484e-03 -7.6935e-03 2.7776e-02 1.1097 0.2671245 Intercept51 8.7477e-02 2.8216e-02 3.2174e-02 1.4278e-01 3.1002 0.0019337 ** Intercept52 3.0530e-02 1.4996e-02 1.1381e-03 5.9921e-02 2.0359 0.0417645 * Intercept53 4.6991e-02 1.8375e-02 1.0977e-02 8.3005e-02 2.5574 0.0105463 * Intercept54 5.6122e-02 2.0710e-02 1.5532e-02 9.6712e-02 2.7099 0.0067298 ** Intercept55 4.4271e-02 1.8587e-02 7.8419e-03 8.0700e-02 2.3819 0.0172246 * Tau2_1_1 1.2437e-03 NA NA NA NA NA Tau2_2_2 1.1892e-03 NA NA NA NA NA Tau2_3_3 1.1624e-03 1.2638e-03 -1.3146e-03 3.6393e-03 0.9198 0.3576929 Tau2_4_4 1.1034e-03 NA NA NA NA NA Tau2_5_5 5.9754e-03 2.2494e-03 1.5667e-03 1.0384e-02 2.6565 0.0078959 ** Tau2_6_6 1.2522e-03 NA NA NA NA NA Tau2_7_7 1.1987e-03 NA NA NA NA NA Tau2_8_8 5.2616e-03 1.9695e-03 1.4015e-03 9.1217e-03 2.6716 0.0075499 ** Tau2_9_9 1.1632e-03 2.6460e-02 -5.0698e-02 5.3024e-02 0.0440 0.9649371 Tau2_10_10 1.1664e-03 NA NA NA NA NA Tau2_11_11 1.0270e-03 1.1974e-03 -1.3199e-03 3.3738e-03 0.8577 0.3910839 Tau2_12_12 7.6549e-03 2.1835e-03 3.3752e-03 1.1934e-02 3.5057 0.0004553 *** Tau2_13_13 1.2581e-03 NA NA NA NA NA Tau2_14_14 7.3170e-03 1.8910e-03 3.6107e-03 1.1023e-02 3.8694 0.0001091 *** Tau2_15_15 1.1906e-02 3.0743e-03 5.8803e-03 1.7931e-02 3.8727 0.0001076 *** Tau2_16_16 2.5192e-03 1.0441e-03 4.7280e-04 4.5656e-03 2.4128 0.0158309 * Tau2_17_17 3.7485e-03 2.0656e-03 -2.9992e-04 7.7970e-03 1.8148 0.0695598 . Tau2_18_18 1.3111e-02 3.2618e-03 6.7179e-03 1.9504e-02 4.0195 5.831e-05 *** Tau2_19_19 1.1511e-03 2.8481e-03 -4.4312e-03 6.7333e-03 0.4041 0.6861050 Tau2_20_20 6.2257e-02 1.0879e-02 4.0935e-02 8.3578e-02 5.7229 1.047e-08 *** Tau2_21_21 1.1903e-03 NA NA NA NA NA Tau2_22_22 7.3728e-03 2.4965e-03 2.4797e-03 1.2266e-02 2.9532 0.0031446 ** Tau2_23_23 2.2320e-02 5.2953e-03 1.1942e-02 3.2699e-02 4.2151 2.497e-05 *** Tau2_24_24 1.7058e-02 3.6149e-03 9.9728e-03 2.4143e-02 4.7188 2.373e-06 *** Tau2_25_25 4.6414e-03 1.8861e-03 9.4467e-04 8.3382e-03 2.4608 0.0138623 * Tau2_26_26 1.5464e-02 3.5378e-03 8.5298e-03 2.2398e-02 4.3710 1.237e-05 *** Tau2_27_27 5.5056e-03 1.7795e-03 2.0178e-03 8.9935e-03 3.0938 0.0019760 ** Tau2_28_28 1.0575e-02 2.6416e-03 5.3974e-03 1.5752e-02 4.0032 6.250e-05 *** Tau2_29_29 2.4102e-02 5.0452e-03 1.4213e-02 3.3990e-02 4.7771 1.778e-06 *** Tau2_30_30 3.9665e-02 7.0942e-03 2.5760e-02 5.3569e-02 5.5911 2.256e-08 *** Tau2_31_31 4.3641e-02 7.7224e-03 2.8505e-02 5.8776e-02 5.6512 1.593e-08 *** Tau2_32_32 3.4184e-02 6.1591e-03 2.2113e-02 4.6256e-02 5.5503 2.852e-08 *** Tau2_33_33 9.0306e-02 1.5317e-02 6.0285e-02 1.2033e-01 5.8959 3.727e-09 *** Tau2_34_34 9.7246e-03 2.3733e-03 5.0730e-03 1.4376e-02 4.0975 4.176e-05 *** Tau2_35_35 8.6752e-03 1.9761e-03 4.8021e-03 1.2548e-02 4.3901 1.133e-05 *** Tau2_36_36 2.9852e-02 5.9711e-03 1.8149e-02 4.1555e-02 4.9995 5.749e-07 *** Tau2_37_37 1.0627e-02 2.7463e-03 5.2442e-03 1.6009e-02 3.8695 0.0001090 *** Tau2_38_38 3.8733e-02 7.3939e-03 2.4241e-02 5.3224e-02 5.2384 1.619e-07 *** Tau2_39_39 3.0092e-02 5.9524e-03 1.8426e-02 4.1759e-02 5.0555 4.293e-07 *** Tau2_40_40 3.7030e-02 7.5781e-03 2.2177e-02 5.1883e-02 4.8865 1.027e-06 *** Tau2_41_41 1.6510e-02 3.3234e-03 9.9968e-03 2.3024e-02 4.9680 6.764e-07 *** Tau2_42_42 1.2935e-02 2.7676e-03 7.5110e-03 1.8360e-02 4.6739 2.956e-06 *** Tau2_43_43 2.5420e-02 5.2036e-03 1.5221e-02 3.5619e-02 4.8851 1.034e-06 *** Tau2_44_44 1.7584e-02 3.6759e-03 1.0380e-02 2.4789e-02 4.7838 1.720e-06 *** Tau2_45_45 1.5056e-02 3.1837e-03 8.8160e-03 2.1296e-02 4.7290 2.256e-06 *** Tau2_46_46 3.2403e-02 6.1999e-03 2.0251e-02 4.4554e-02 5.2264 1.729e-07 *** Tau2_47_47 2.7383e-02 5.7585e-03 1.6096e-02 3.8669e-02 4.7551 1.983e-06 *** Tau2_48_48 5.5861e-02 1.0048e-02 3.6167e-02 7.5556e-02 5.5593 2.708e-08 *** Tau2_49_49 5.4061e-02 9.5679e-03 3.5308e-02 7.2814e-02 5.6502 1.602e-08 *** Tau2_50_50 1.0808e-03 NA NA NA NA NA Tau2_51_51 5.3575e-02 1.1256e-02 3.1514e-02 7.5635e-02 4.7599 1.937e-06 *** Tau2_52_52 1.0874e-02 2.4017e-03 6.1671e-03 1.5582e-02 4.5277 5.962e-06 *** Tau2_53_53 1.9233e-02 4.2942e-03 1.0816e-02 2.7649e-02 4.4788 7.506e-06 *** Tau2_54_54 2.6011e-02 5.1865e-03 1.5845e-02 3.6176e-02 5.0150 5.302e-07 *** Tau2_55_55 1.9700e-02 3.8844e-03 1.2086e-02 2.7313e-02 5.0715 3.948e-07 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Q statistic on the homogeneity of effect sizes: 18974.78 Degrees of freedom of the Q statistic: 4125 P value of the Q statistic: 0 Heterogeneity indices (based on the estimated Tau2): Estimate Intercept1: I2 (Q statistic) 0.1993 Intercept2: I2 (Q statistic) 0.1922 Intercept3: I2 (Q statistic) 0.1887 Intercept4: I2 (Q statistic) 0.1809 Intercept5: I2 (Q statistic) 0.5449 Intercept6: I2 (Q statistic) 0.2003 Intercept7: I2 (Q statistic) 0.1934 Intercept8: I2 (Q statistic) 0.5132 Intercept9: I2 (Q statistic) 0.1888 Intercept10: I2 (Q statistic) 0.1892 Intercept11: I2 (Q statistic) 0.1705 Intercept12: I2 (Q statistic) 0.6050 Intercept13: I2 (Q statistic) 0.2011 Intercept14: I2 (Q statistic) 0.5942 Intercept15: I2 (Q statistic) 0.7049 Intercept16: I2 (Q statistic) 0.3354 Intercept17: I2 (Q statistic) 0.4286 Intercept18: I2 (Q statistic) 0.7247 Intercept19: I2 (Q statistic) 0.1872 Intercept20: I2 (Q statistic) 0.9280 Intercept21: I2 (Q statistic) 0.1924 Intercept22: I2 (Q statistic) 0.5962 Intercept23: I2 (Q statistic) 0.8171 Intercept24: I2 (Q statistic) 0.7740 Intercept25: I2 (Q statistic) 0.4818 Intercept26: I2 (Q statistic) 0.7569 Intercept27: I2 (Q statistic) 0.5246 Intercept28: I2 (Q statistic) 0.6796 Intercept29: I2 (Q statistic) 0.8295 Intercept30: I2 (Q statistic) 0.8897 Intercept31: I2 (Q statistic) 0.8994 Intercept32: I2 (Q statistic) 0.8743 Intercept33: I2 (Q statistic) 0.9533 Intercept34: I2 (Q statistic) 0.6614 Intercept35: I2 (Q statistic) 0.6351 Intercept36: I2 (Q statistic) 0.8570 Intercept37: I2 (Q statistic) 0.6803 Intercept38: I2 (Q statistic) 0.8867 Intercept39: I2 (Q statistic) 0.8587 Intercept40: I2 (Q statistic) 0.8816 Intercept41: I2 (Q statistic) 0.7684 Intercept42: I2 (Q statistic) 0.7219 Intercept43: I2 (Q statistic) 0.8368 Intercept44: I2 (Q statistic) 0.7798 Intercept45: I2 (Q statistic) 0.7515 Intercept46: I2 (Q statistic) 0.8682 Intercept47: I2 (Q statistic) 0.8460 Intercept48: I2 (Q statistic) 0.9213 Intercept49: I2 (Q statistic) 0.9175 Intercept50: I2 (Q statistic) 0.1778 Intercept51: I2 (Q statistic) 0.9169 Intercept52: I2 (Q statistic) 0.6856 Intercept53: I2 (Q statistic) 0.7943 Intercept54: I2 (Q statistic) 0.8395 Intercept55: I2 (Q statistic) 0.7994 Number of studies (or clusters): 76 Number of observed statistics: 4180 Number of estimated parameters: 110 Degrees of freedom: 4070 -2 log likelihood: -5345.236 OpenMx status1: 6 ("0" or "1": The optimization is considered fine. Other values may indicate problems.) Warning message: In print.summary.meta(x) : OpenMx status1 is neither 0 or 1. You are advised to 'rerun' it again.