* using log directory ‘/data/gannet/ripley/R/packages/tests-Intel/lessSEM.Rcheck’ * using R Under development (unstable) (2024-04-23 r86471) * using platform: x86_64-pc-linux-gnu * R was compiled by Intel(R) oneAPI DPC++/C++ Compiler 2024.1.0 (2024.1.0.20240308) ifx (IFX) 2024.1.0 20240308 * running under: Fedora Linux 36 (Workstation Edition) * using session charset: UTF-8 * using option ‘--no-stop-on-test-error’ * checking for file ‘lessSEM/DESCRIPTION’ ... OK * checking extension type ... Package * this is package ‘lessSEM’ version ‘1.5.5’ * package encoding: UTF-8 * checking package namespace information ... OK * checking package dependencies ... OK * checking if this is a source package ... OK * checking if there is a namespace ... OK * checking for executable files ... OK * checking for hidden files and directories ... OK * checking for portable file names ... OK * checking for sufficient/correct file permissions ... OK * checking whether package ‘lessSEM’ can be installed ... [15m/28m] OK * used C++ compiler: ‘Intel(R) oneAPI DPC++/C++ Compiler 2024.1.0 (2024.1.0.20240308)’ * checking C++ specification ... OK Not all R platforms support C++17 * checking package directory ... OK * checking ‘build’ directory ... OK * checking DESCRIPTION meta-information ... OK * checking top-level files ... OK * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... OK * checking code files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... [6s/26s] OK * checking whether the package can be loaded with stated dependencies ... [6s/25s] OK * checking whether the package can be unloaded cleanly ... [6s/23s] OK * checking whether the namespace can be loaded with stated dependencies ... [6s/18s] OK * checking whether the namespace can be unloaded cleanly ... [7s/54s] OK * checking loading without being on the library search path ... OK * checking use of S3 registration ... OK * checking dependencies in R code ... OK * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... [59s/116s] OK * checking Rd files ... [3s/36s] OK * checking Rd metadata ... OK * checking Rd line widths ... OK * checking Rd cross-references ... OK * checking for missing documentation entries ... OK * checking for code/documentation mismatches ... OK * checking Rd \usage sections ... OK * checking Rd contents ... OK * checking for unstated dependencies in examples ... OK * checking line endings in C/C++/Fortran sources/headers ... OK * checking line endings in Makefiles ... OK * checking compilation flags in Makevars ... OK * checking for GNU extensions in Makefiles ... NOTE GNU make is a SystemRequirements. * checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK * checking use of PKG_*FLAGS in Makefiles ... OK * checking use of SHLIB_OPENMP_*FLAGS in Makefiles ... OK * checking pragmas in C/C++ headers and code ... OK * checking compilation flags used ... OK * checking compiled code ... OK * checking installed files from ‘inst/doc’ ... OK * checking files in ‘vignettes’ ... OK * checking examples ... [11s/35s] ERROR Running examples in ‘lessSEM-Ex.R’ failed The error most likely occurred in: > ### Name: adaptiveLasso > ### Title: adaptiveLasso > ### Aliases: adaptiveLasso > > ### ** Examples > > library(lessSEM) > > # Identical to regsem, lessSEM builds on the lavaan > # package for model specification. The first step > # therefore is to implement the model in lavaan. > > dataset <- simulateExampleData() > > lavaanSyntax <- " + f =~ l1*y1 + l2*y2 + l3*y3 + l4*y4 + l5*y5 + + l6*y6 + l7*y7 + l8*y8 + l9*y9 + l10*y10 + + l11*y11 + l12*y12 + l13*y13 + l14*y14 + l15*y15 + f ~~ 1*f + " > > lavaanModel <- lavaan::sem(lavaanSyntax, + data = dataset, + meanstructure = TRUE, + std.lv = TRUE) > > # Regularization: > > lsem <- adaptiveLasso( + # pass the fitted lavaan model + lavaanModel = lavaanModel, + # names of the regularized parameters: + regularized = paste0("l", 6:15), + # in case of lasso and adaptive lasso, we can specify the number of lambda + # values to use. lessSEM will automatically find lambda_max and fit + # models for nLambda values between 0 and lambda_max. For the other + # penalty functions, lambdas must be specified explicitly + nLambdas = 50) | | | 0% | |= | 2% | |=== | 4% | |==== | 6% | |====== | 8% | |======= | 10% | |======== | 12% | |========== | 14% | |=========== | 16% | |============= | 18% | |============== | 20% | |=============== | 22% | |================= | 24% | |================== | 26% | |==================== | 28% | |===================== | 30% | |====================== | 32% | |======================== | 34% | |========================= | 36% | |=========================== | 38% | |============================ | 40% | |============================= | 42% | |=============================== | 44% | |================================ | 46% | |================================== | 48% | |=================================== | 50% | |==================================== | 52% | |====================================== | 54% | |======================================= | 56% | |========================================= | 58% | |========================================== | 60% | |=========================================== | 62% | |============================================= | 64% | |============================================== | 66% | |================================================ | 68% | |================================================= | 70% | |================================================== | 72% | |==================================================== | 74% | |===================================================== | 76% | |======================================================= | 78% | |======================================================== | 80% | |========================================================= | 82% | |=========================================================== | 84% | |============================================================ | 86% | |============================================================== | 88% | |=============================================================== | 90% | |================================================================ | 92% | |================================================================== | 94% | |=================================================================== | 96% | |===================================================================== | 98% | |======================================================================| 100% Notes: • Automatically selecting the maximal lambda value. This may fail if a model with all regularized parameters set to zero is not identified. > > # use the plot-function to plot the regularized parameters: > plot(lsem) > > # the coefficients can be accessed with: > coef(lsem) Tuning ||--|| Estimates ------- ------- ||--|| ---------- ---------- ---------- ---------- ---------- lambda alpha ||--|| l1 l2 l3 l4 l5 ======= ======= ||--|| ========== ========== ========== ========== ========== 0.3731 1.0000 ||--|| 0.9205 0.8756 0.7997 1.0424 1.0183 0.3655 1.0000 ||--|| 0.9204 0.8756 0.7995 1.0423 1.0184 0.3579 1.0000 ||--|| 0.9204 0.8757 0.7995 1.0423 1.0184 0.3503 1.0000 ||--|| 0.9204 0.8757 0.7995 1.0423 1.0184 0.3427 1.0000 ||--|| 0.9205 0.8757 0.7995 1.0423 1.0184 0.3350 1.0000 ||--|| 0.9190 0.8744 0.7984 1.0410 1.0169 0.3274 1.0000 ||--|| 0.9164 0.8724 0.7965 1.0389 1.0144 0.3198 1.0000 ||--|| 0.9141 0.8705 0.7948 1.0370 1.0121 0.3122 1.0000 ||--|| 0.9119 0.8688 0.7933 1.0353 1.0100 0.3046 1.0000 ||--|| 0.9100 0.8673 0.7919 1.0338 1.0081 0.2970 1.0000 ||--|| 0.9082 0.8659 0.7907 1.0325 1.0064 0.2894 1.0000 ||--|| 0.9066 0.8647 0.7896 1.0313 1.0049 0.2817 1.0000 ||--|| 0.9036 0.8614 0.7876 1.0290 1.0009 0.2741 1.0000 ||--|| 0.9003 0.8577 0.7854 1.0265 0.9962 0.2665 1.0000 ||--|| 0.8975 0.8544 0.7835 1.0244 0.9921 0.2589 1.0000 ||--|| 0.8950 0.8514 0.7820 1.0226 0.9884 0.2513 1.0000 ||--|| 0.8928 0.8487 0.7806 1.0211 0.9850 0.2437 1.0000 ||--|| 0.8909 0.8464 0.7795 1.0200 0.9821 0.2361 1.0000 ||--|| 0.8892 0.8443 0.7786 1.0190 0.9795 0.2284 1.0000 ||--|| 0.8878 0.8425 0.7778 1.0182 0.9771 0.2208 1.0000 ||--|| 0.8866 0.8409 0.7773 1.0177 0.9751 0.2132 1.0000 ||--|| 0.8856 0.8395 0.7769 1.0174 0.9732 0.2056 1.0000 ||--|| 0.8847 0.8383 0.7766 1.0172 0.9716 0.1980 1.0000 ||--|| 0.8841 0.8373 0.7764 1.0172 0.9702 0.1904 1.0000 ||--|| 0.8836 0.8364 0.7764 1.0174 0.9690 0.1828 1.0000 ||--|| 0.8822 0.8344 0.7759 1.0165 0.9664 0.1751 1.0000 ||--|| 0.8803 0.8316 0.7750 1.0150 0.9630 0.1675 1.0000 ||--|| 0.8788 0.8292 0.7745 1.0140 0.9601 0.1599 1.0000 ||--|| 0.8777 0.8272 0.7742 1.0132 0.9576 0.1523 1.0000 ||--|| 0.8768 0.8256 0.7742 1.0128 0.9556 0.1447 1.0000 ||--|| 0.8763 0.8243 0.7744 1.0126 0.9538 0.1371 1.0000 ||--|| 0.8760 0.8232 0.7748 1.0128 0.9524 0.1294 1.0000 ||--|| 0.8760 0.8224 0.7754 1.0131 0.9513 0.1218 1.0000 ||--|| 0.8762 0.8219 0.7762 1.0138 0.9506 0.1142 1.0000 ||--|| 0.8767 0.8216 0.7772 1.0147 0.9501 0.1066 1.0000 ||--|| 0.8774 0.8216 0.7784 1.0158 0.9499 0.0990 1.0000 ||--|| 0.8783 0.8218 0.7798 1.0172 0.9500 0.0914 1.0000 ||--|| 0.8795 0.8223 0.7814 1.0188 0.9504 0.0838 1.0000 ||--|| 0.8809 0.8230 0.7832 1.0206 0.9510 0.0761 1.0000 ||--|| 0.8824 0.8233 0.7829 1.0215 0.9508 0.0685 1.0000 ||--|| 0.8843 0.8241 0.7826 1.0227 0.9509 0.0609 1.0000 ||--|| 0.8866 0.8253 0.7829 1.0245 0.9516 0.0533 1.0000 ||--|| 0.8895 0.8270 0.7836 1.0268 0.9529 0.0457 1.0000 ||--|| 0.8929 0.8292 0.7848 1.0297 0.9548 0.0381 1.0000 ||--|| 0.8969 0.8319 0.7865 1.0332 0.9573 0.0305 1.0000 ||--|| 0.9013 0.8351 0.7886 1.0373 0.9603 0.0228 1.0000 ||--|| 0.9061 0.8367 0.7903 1.0416 0.9625 0.0152 1.0000 ||--|| 0.9124 0.8379 0.7932 1.0470 0.9636 0.0076 1.0000 ||--|| 0.9211 0.8407 0.7977 1.0551 0.9667 0.0000 1.0000 ||--|| 0.9328 0.8394 0.8071 1.0712 0.9688 ---------- ---------- ---------- ---------- ---------- ---------- ---------- l6 l7 l8 l9 l10 l11 l12 ========== ========== ========== ========== ========== ========== ========== . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 0.0112 . . . . . . 0.0310 . . . . . . 0.0500 . . . . . . 0.0682 . . . . . . 0.0856 . . . . . . 0.1024 . . . . . . 0.1187 . . . . . . 0.1355 . . . 0.0137 . . 0.1519 . . . 0.0323 . . 0.1674 . . . 0.0498 . . 0.1824 . . . 0.0664 . . 0.1967 . . . 0.0824 . . 0.2106 . . . 0.0976 . . 0.2241 . . . 0.1124 . . 0.2371 . . . 0.1266 . . 0.2499 . . . 0.1404 . . 0.2623 . . . 0.1538 . . 0.2745 . . . 0.1669 . . 0.2865 . . . 0.1796 . . 0.2983 . . . 0.1922 . . 0.3109 . 0.0122 . 0.2049 . . 0.3241 . 0.0330 . 0.2177 . . 0.3369 . 0.0530 . 0.2300 . . 0.3495 . 0.0723 . 0.2422 . . 0.3619 . 0.0911 . 0.2540 . . 0.3741 . 0.1093 . 0.2656 . . 0.3861 . 0.1272 . 0.2771 . . 0.3981 . 0.1446 . 0.2884 . . 0.4100 . 0.1619 . 0.2996 . . 0.4218 . 0.1788 . 0.3108 . . 0.4337 . 0.1956 . 0.3219 . . 0.4455 . 0.2122 . 0.3330 . . 0.4573 . 0.2287 . 0.3440 . . 0.4692 . 0.2451 . 0.3551 . . 0.4810 . 0.2612 0.0217 0.3656 . . 0.4928 . 0.2772 0.0463 0.3762 . . 0.5049 . 0.2933 0.0704 0.3868 . . 0.5171 . 0.3093 0.0943 0.3976 . . 0.5297 . 0.3256 0.1181 0.4086 . . 0.5425 . 0.3420 0.1418 0.4200 . . 0.5556 . 0.3587 0.1656 0.4316 . . 0.5674 . 0.3749 0.1895 0.4420 0.0085 . 0.5800 . 0.3913 0.2123 0.4541 0.0503 . 0.5937 0.0100 0.4085 0.2358 0.4678 0.0925 . 0.6064 0.0779 0.4271 0.2568 0.4883 0.1418 -0.0334 ---------- ---------- ---------- ---------- ---------- ---------- ---------- l13 l14 l15 y1~~y1 y2~~y2 y3~~y3 y4~~y4 ========== ========== ========== ========== ========== ========== ========== . . . 1.4478 1.1978 0.8596 1.0285 . . . 1.4470 1.1979 0.8600 1.0287 . . . 1.4473 1.1980 0.8600 1.0287 . . . 1.4472 1.1979 0.8600 1.0287 . . . 1.4472 1.1979 0.8600 1.0287 . . . 1.4473 1.1977 0.8598 1.0280 . . . 1.4476 1.1973 0.8595 1.0267 . . . 1.4479 1.1971 0.8592 1.0255 . . . 1.4482 1.1966 0.8588 1.0243 . . . 1.4485 1.1963 0.8586 1.0233 . . . 1.4489 1.1961 0.8583 1.0223 . . . 1.4492 1.1958 0.8581 1.0213 . . . 1.4490 1.1963 0.8570 1.0187 . . . 1.4486 1.1972 0.8556 1.0157 . . . 1.4484 1.1981 0.8544 1.0128 . . . 1.4482 1.1989 0.8532 1.0102 . . . 1.4480 1.1997 0.8521 1.0077 . . . 1.4479 1.2005 0.8511 1.0054 . . . 1.4478 1.2013 0.8502 1.0033 . . . 1.4478 1.2022 0.8493 1.0012 . . . 1.4477 1.2029 0.8484 0.9993 . . . 1.4477 1.2038 0.8477 0.9975 . . . 1.4478 1.2046 0.8469 0.9958 . . . 1.4479 1.2054 0.8462 0.9943 . . . 1.4480 1.2062 0.8456 0.9928 . . . 1.4479 1.2075 0.8444 0.9911 . . . 1.4477 1.2092 0.8430 0.9893 . . . 1.4477 1.2108 0.8416 0.9878 . . . 1.4477 1.2124 0.8404 0.9866 . . . 1.4478 1.2141 0.8392 0.9855 . . . 1.4479 1.2157 0.8382 0.9846 . . . 1.4481 1.2173 0.8372 0.9839 . . . 1.4484 1.2189 0.8363 0.9833 . . . 1.4487 1.2205 0.8355 0.9829 . . . 1.4491 1.2221 0.8348 0.9826 . . . 1.4494 1.2237 0.8341 0.9825 . . . 1.4499 1.2253 0.8336 0.9825 . . . 1.4504 1.2269 0.8331 0.9826 . . . 1.4510 1.2286 0.8326 0.9828 . . . 1.4495 1.2291 0.8342 0.9827 . . . 1.4479 1.2295 0.8361 0.9826 . . . 1.4464 1.2300 0.8380 0.9828 . . . 1.4450 1.2305 0.8400 0.9831 . . . 1.4437 1.2311 0.8420 0.9836 . . . 1.4425 1.2317 0.8441 0.9843 . . . 1.4414 1.2324 0.8462 0.9851 . . -0.0342 1.4382 1.2347 0.8479 0.9836 . . -0.0703 1.4337 1.2388 0.8487 0.9815 . . -0.1071 1.4288 1.2435 0.8499 0.9793 -0.0206 -0.0667 -0.1458 1.4244 1.2602 0.8479 0.9675 ---------- ---------- ---------- ---------- ---------- ---------- ---------- y5~~y5 y6~~y6 y7~~y7 y8~~y8 y9~~y9 y10~~y10 y11~~y11 ========== ========== ========== ========== ========== ========== ========== 1.5867 1.6436 1.1277 1.5224 1.3759 1.3099 1.3152 1.5866 1.6438 1.1277 1.5225 1.3765 1.3099 1.3154 1.5865 1.6438 1.1277 1.5225 1.3765 1.3101 1.3154 1.5865 1.6438 1.1277 1.5225 1.3764 1.3101 1.3154 1.5865 1.6438 1.1277 1.5225 1.3764 1.3101 1.3154 1.5864 1.6336 1.1277 1.5226 1.3764 1.3101 1.3154 1.5861 1.6159 1.1277 1.5224 1.3764 1.3101 1.3154 1.5859 1.5991 1.1277 1.5226 1.3764 1.3101 1.3154 1.5857 1.5834 1.1277 1.5225 1.3764 1.3101 1.3154 1.5856 1.5688 1.1277 1.5225 1.3764 1.3101 1.3154 1.5854 1.5551 1.1277 1.5225 1.3764 1.3101 1.3154 1.5853 1.5419 1.1277 1.5225 1.3764 1.3101 1.3154 1.5865 1.5286 1.1277 1.5225 1.3764 1.2996 1.3154 1.5883 1.5157 1.1277 1.5225 1.3764 1.2855 1.3154 1.5899 1.5038 1.1277 1.5225 1.3764 1.2730 1.3154 1.5916 1.4925 1.1277 1.5225 1.3764 1.2610 1.3154 1.5932 1.4819 1.1277 1.5225 1.3764 1.2499 1.3154 1.5948 1.4719 1.1277 1.5225 1.3764 1.2395 1.3154 1.5964 1.4625 1.1277 1.5225 1.3764 1.2298 1.3154 1.5980 1.4536 1.1275 1.5225 1.3764 1.2206 1.3154 1.5995 1.4451 1.1277 1.5225 1.3764 1.2120 1.3154 1.6011 1.4370 1.1277 1.5225 1.3764 1.2037 1.3154 1.6027 1.4293 1.1277 1.5225 1.3764 1.1960 1.3154 1.6042 1.4219 1.1277 1.5225 1.3764 1.1886 1.3154 1.6057 1.4149 1.1277 1.5225 1.3764 1.1815 1.3154 1.6078 1.4068 1.1277 1.5145 1.3764 1.1744 1.3154 1.6105 1.3982 1.1277 1.5010 1.3764 1.1672 1.3154 1.6131 1.3900 1.1277 1.4885 1.3764 1.1605 1.3154 1.6156 1.3822 1.1277 1.4768 1.3764 1.1541 1.3154 1.6182 1.3747 1.1277 1.4658 1.3764 1.1481 1.3154 1.6207 1.3675 1.1277 1.4555 1.3764 1.1424 1.3154 1.6232 1.3606 1.1277 1.4456 1.3764 1.1370 1.3154 1.6257 1.3540 1.1277 1.4365 1.3764 1.1318 1.3154 1.6283 1.3476 1.1277 1.4277 1.3764 1.1270 1.3154 1.6307 1.3415 1.1277 1.4195 1.3764 1.1223 1.3154 1.6333 1.3356 1.1277 1.4116 1.3764 1.1178 1.3154 1.6358 1.3299 1.1277 1.4042 1.3764 1.1136 1.3154 1.6382 1.3244 1.1277 1.3971 1.3764 1.1095 1.3154 1.6408 1.3190 1.1277 1.3905 1.3764 1.1057 1.3154 1.6428 1.3134 1.1277 1.3840 1.3671 1.1022 1.3154 1.6447 1.3080 1.1277 1.3780 1.3573 1.0989 1.3154 1.6467 1.3028 1.1277 1.3724 1.3485 1.0958 1.3154 1.6488 1.2977 1.1277 1.3670 1.3406 1.0929 1.3154 1.6509 1.2929 1.1277 1.3620 1.3335 1.0902 1.3154 1.6531 1.2883 1.1277 1.3572 1.3272 1.0877 1.3154 1.6554 1.2837 1.1277 1.3528 1.3217 1.0853 1.3154 1.6576 1.2807 1.1277 1.3489 1.3168 1.0840 1.3135 1.6637 1.2774 1.1277 1.3454 1.3133 1.0815 1.3057 1.6701 1.2747 1.1265 1.3425 1.3105 1.0789 1.3002 1.6852 1.2760 1.1216 1.3401 1.3105 1.0716 1.2953 ---------- ---------- ---------- ---------- ---------- ---------- ---------- y12~~y12 y13~~y13 y14~~y14 y15~~y15 y1~1 y2~1 y3~1 ========== ========== ========== ========== ========== ========== ========== 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4499 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4497 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3143 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1822 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1760 -0.0681 0.2930 0.0228 1.4498 1.3147 1.2049 1.1715 -0.0681 0.2930 0.0228 1.4486 1.3143 1.2005 1.1685 -0.0681 0.2930 0.0228 ---------- ---------- ---------- ---------- ---------- ---------- ---------- y4~1 y5~1 y6~1 y7~1 y8~1 y9~1 y10~1 ========== ========== ========== ========== ========== ========== ========== -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 ---------- ---------- ---------- ---------- ---------- y11~1 y12~1 y13~1 y14~1 y15~1 ========== ========== ========== ========== ========== -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 -0.0524 0.1376 0.1378 -0.2130 0.0842 > # if you are only interested in the estimates and not the tuning parameters, use > coef(lsem)@estimates l1 l2 l3 l4 l5 l6 l7 [1,] 0.9204514 0.8755675 0.7996506 1.042424 1.0182774 0.00000000 0.00000000 [2,] 0.9204385 0.8756338 0.7995194 1.042289 1.0183506 0.00000000 0.00000000 [3,] 0.9204493 0.8756551 0.7994949 1.042283 1.0183990 0.00000000 0.00000000 [4,] 0.9204482 0.8756666 0.7994982 1.042288 1.0184133 0.00000000 0.00000000 [5,] 0.9204585 0.8756705 0.7994996 1.042289 1.0184149 0.00000000 0.00000000 [6,] 0.9189569 0.8744347 0.7983875 1.041027 1.0169114 0.01124700 0.00000000 [7,] 0.9163970 0.8723585 0.7965325 1.038927 1.0143757 0.03100149 0.00000000 [8,] 0.9140700 0.8704839 0.7948295 1.037016 1.0120663 0.05004655 0.00000000 [9,] 0.9119423 0.8688012 0.7933110 1.035331 1.0099935 0.06821171 0.00000000 [10,] 0.9100002 0.8672932 0.7919458 1.033828 1.0081150 0.08563406 0.00000000 [11,] 0.9082321 0.8659261 0.7907185 1.032492 1.0064164 0.10244576 0.00000000 [12,] 0.9066249 0.8647231 0.7896139 1.031337 1.0048723 0.11871647 0.00000000 [13,] 0.9036011 0.8614461 0.7875665 1.028990 1.0008585 0.13547364 0.00000000 [14,] 0.9002533 0.8576543 0.7853782 1.026465 0.9962057 0.15186200 0.00000000 [15,] 0.8975130 0.8543527 0.7835448 1.024402 0.9920754 0.16740677 0.00000000 [16,] 0.8949806 0.8514023 0.7819627 1.022634 0.9883976 0.18237820 0.00000000 [17,] 0.8927725 0.8487397 0.7806030 1.021139 0.9850419 0.19670966 0.00000000 [18,] 0.8908760 0.8464296 0.7795042 1.019951 0.9821390 0.21063190 0.00000000 [19,] 0.8892113 0.8443311 0.7785810 1.018972 0.9794819 0.22405545 0.00000000 [20,] 0.8877840 0.8425165 0.7778306 1.018246 0.9771332 0.23711046 0.00000000 [21,] 0.8865732 0.8409122 0.7772585 1.017715 0.9750509 0.24987270 0.00000000 [22,] 0.8855602 0.8395175 0.7768557 1.017377 0.9732183 0.26230926 0.00000000 [23,] 0.8847280 0.8382866 0.7765608 1.017210 0.9716007 0.27453048 0.00000000 [24,] 0.8840778 0.8372981 0.7764409 1.017232 0.9701696 0.28648816 0.00000000 [25,] 0.8835731 0.8364048 0.7764381 1.017368 0.9689888 0.29828540 0.00000000 [26,] 0.8821842 0.8343537 0.7758676 1.016509 0.9664043 0.31093162 0.00000000 [27,] 0.8803074 0.8315882 0.7750167 1.015020 0.9630059 0.32407384 0.00000000 [28,] 0.8787972 0.8292302 0.7744993 1.013969 0.9600989 0.33694147 0.00000000 [29,] 0.8776697 0.8272492 0.7741892 1.013202 0.9576402 0.34946139 0.00000000 [30,] 0.8768242 0.8255952 0.7741731 1.012775 0.9555521 0.36188685 0.00000000 [31,] 0.8762553 0.8242627 0.7743603 1.012613 0.9537990 0.37409314 0.00000000 [32,] 0.8759801 0.8231831 0.7747628 1.012751 0.9524322 0.38611770 0.00000000 [33,] 0.8759991 0.8224069 0.7753754 1.013107 0.9513469 0.39812615 0.00000000 [34,] 0.8761881 0.8218900 0.7761951 1.013761 0.9505639 0.40998323 0.00000000 [35,] 0.8766838 0.8216304 0.7772027 1.014653 0.9500970 0.42182015 0.00000000 [36,] 0.8773722 0.8216168 0.7783965 1.015761 0.9498915 0.43365345 0.00000000 [37,] 0.8783272 0.8218192 0.7798013 1.017166 0.9499807 0.44545844 0.00000000 [38,] 0.8795217 0.8223030 0.7813904 1.018770 0.9503607 0.45733442 0.00000000 [39,] 0.8809421 0.8229733 0.7831820 1.020628 0.9509626 0.46923776 0.00000000 [40,] 0.8823739 0.8233290 0.7828618 1.021506 0.9507523 0.48101213 0.00000000 [41,] 0.8842568 0.8240645 0.7826362 1.022729 0.9509257 0.49284656 0.00000000 [42,] 0.8866336 0.8252719 0.7829084 1.024498 0.9516396 0.50488071 0.00000000 [43,] 0.8895143 0.8269857 0.7836088 1.026822 0.9529432 0.51713021 0.00000000 [44,] 0.8929194 0.8291811 0.7848146 1.029747 0.9548035 0.52968550 0.00000000 [45,] 0.8968561 0.8319064 0.7864954 1.033236 0.9572624 0.54246007 0.00000000 [46,] 0.9012913 0.8350889 0.7886204 1.037311 0.9602788 0.55564151 0.00000000 [47,] 0.9061363 0.8366566 0.7903030 1.041600 0.9625033 0.56743991 0.00000000 [48,] 0.9123726 0.8378778 0.7931840 1.047037 0.9635670 0.57996610 0.00000000 [49,] 0.9210683 0.8406931 0.7977255 1.055080 0.9667441 0.59371003 0.01003173 [50,] 0.9327755 0.8393931 0.8070523 1.071230 0.9687659 0.60643288 0.07792894 l8 l9 l10 l11 l12 l13 [1,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [2,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [3,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [4,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [5,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [6,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [7,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [8,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [9,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [10,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [11,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [12,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [13,] 0.00000000 0.00000000 0.01372821 0.000000000 0.00000000 0.00000000 [14,] 0.00000000 0.00000000 0.03230285 0.000000000 0.00000000 0.00000000 [15,] 0.00000000 0.00000000 0.04977090 0.000000000 0.00000000 0.00000000 [16,] 0.00000000 0.00000000 0.06641209 0.000000000 0.00000000 0.00000000 [17,] 0.00000000 0.00000000 0.08241936 0.000000000 0.00000000 0.00000000 [18,] 0.00000000 0.00000000 0.09762384 0.000000000 0.00000000 0.00000000 [19,] 0.00000000 0.00000000 0.11238110 0.000000000 0.00000000 0.00000000 [20,] 0.00000000 0.00000000 0.12659643 0.000000000 0.00000000 0.00000000 [21,] 0.00000000 0.00000000 0.14036426 0.000000000 0.00000000 0.00000000 [22,] 0.00000000 0.00000000 0.15378618 0.000000000 0.00000000 0.00000000 [23,] 0.00000000 0.00000000 0.16685345 0.000000000 0.00000000 0.00000000 [24,] 0.00000000 0.00000000 0.17964776 0.000000000 0.00000000 0.00000000 [25,] 0.00000000 0.00000000 0.19215969 0.000000000 0.00000000 0.00000000 [26,] 0.01219765 0.00000000 0.20491392 0.000000000 0.00000000 0.00000000 [27,] 0.03301980 0.00000000 0.21766494 0.000000000 0.00000000 0.00000000 [28,] 0.05300326 0.00000000 0.23004679 0.000000000 0.00000000 0.00000000 [29,] 0.07233415 0.00000000 0.24218684 0.000000000 0.00000000 0.00000000 [30,] 0.09109449 0.00000000 0.25398008 0.000000000 0.00000000 0.00000000 [31,] 0.10932625 0.00000000 0.26562540 0.000000000 0.00000000 0.00000000 [32,] 0.12722334 0.00000000 0.27707116 0.000000000 0.00000000 0.00000000 [33,] 0.14464782 0.00000000 0.28842080 0.000000000 0.00000000 0.00000000 [34,] 0.16187476 0.00000000 0.29964876 0.000000000 0.00000000 0.00000000 [35,] 0.17880799 0.00000000 0.31078537 0.000000000 0.00000000 0.00000000 [36,] 0.19557688 0.00000000 0.32186871 0.000000000 0.00000000 0.00000000 [37,] 0.21215997 0.00000000 0.33295823 0.000000000 0.00000000 0.00000000 [38,] 0.22865386 0.00000000 0.34400844 0.000000000 0.00000000 0.00000000 [39,] 0.24506150 0.00000000 0.35512047 0.000000000 0.00000000 0.00000000 [40,] 0.26121925 0.02173730 0.36564921 0.000000000 0.00000000 0.00000000 [41,] 0.27723338 0.04629091 0.37615364 0.000000000 0.00000000 0.00000000 [42,] 0.29326759 0.07044450 0.38680816 0.000000000 0.00000000 0.00000000 [43,] 0.30933824 0.09434058 0.39761221 0.000000000 0.00000000 0.00000000 [44,] 0.32556421 0.11806573 0.40864944 0.000000000 0.00000000 0.00000000 [45,] 0.34201099 0.14180334 0.41995143 0.000000000 0.00000000 0.00000000 [46,] 0.35872768 0.16563288 0.43158310 0.000000000 0.00000000 0.00000000 [47,] 0.37490137 0.18948178 0.44196634 0.008451591 0.00000000 0.00000000 [48,] 0.39131301 0.21232291 0.45413471 0.050307748 0.00000000 0.00000000 [49,] 0.40846840 0.23575297 0.46779671 0.092470631 0.00000000 0.00000000 [50,] 0.42709572 0.25680384 0.48829965 0.141778178 -0.03340735 -0.02064425 l14 l15 y1~~y1 y2~~y2 y3~~y3 y4~~y4 y5~~y5 [1,] 0.00000000 0.00000000 1.447837 1.197809 0.8596283 1.0284589 1.586703 [2,] 0.00000000 0.00000000 1.446995 1.197869 0.8599653 1.0286556 1.586650 [3,] 0.00000000 0.00000000 1.447258 1.197978 0.8600300 1.0286838 1.586547 [4,] 0.00000000 0.00000000 1.447198 1.197901 0.8600408 1.0286864 1.586546 [5,] 0.00000000 0.00000000 1.447210 1.197913 0.8600445 1.0286917 1.586543 [6,] 0.00000000 0.00000000 1.447305 1.197732 0.8598398 1.0279524 1.586404 [7,] 0.00000000 0.00000000 1.447597 1.197257 0.8594697 1.0266592 1.586141 [8,] 0.00000000 0.00000000 1.447908 1.197058 0.8591557 1.0254692 1.585925 [9,] 0.00000000 0.00000000 1.448220 1.196644 0.8588418 1.0243409 1.585740 [10,] 0.00000000 0.00000000 1.448548 1.196349 0.8585699 1.0232740 1.585566 [11,] 0.00000000 0.00000000 1.448870 1.196074 0.8583236 1.0222629 1.585434 [12,] 0.00000000 0.00000000 1.449213 1.195809 0.8580890 1.0212850 1.585334 [13,] 0.00000000 0.00000000 1.449022 1.196336 0.8570124 1.0187392 1.586524 [14,] 0.00000000 0.00000000 1.448617 1.197167 0.8556286 1.0156700 1.588269 [15,] 0.00000000 0.00000000 1.448435 1.198057 0.8543937 1.0128279 1.589927 [16,] 0.00000000 0.00000000 1.448186 1.198888 0.8532095 1.0101605 1.591594 [17,] 0.00000000 0.00000000 1.448029 1.199713 0.8521288 1.0076890 1.593241 [18,] 0.00000000 0.00000000 1.447891 1.200509 0.8511127 1.0054139 1.594815 [19,] 0.00000000 0.00000000 1.447801 1.201341 0.8501630 1.0032577 1.596401 [20,] 0.00000000 0.00000000 1.447756 1.202151 0.8492828 1.0012123 1.598033 [21,] 0.00000000 0.00000000 1.447726 1.202949 0.8484397 0.9993184 1.599541 [22,] 0.00000000 0.00000000 1.447744 1.203765 0.8476617 0.9975132 1.601088 [23,] 0.00000000 0.00000000 1.447788 1.204576 0.8469293 0.9958356 1.602669 [24,] 0.00000000 0.00000000 1.447857 1.205365 0.8462421 0.9942623 1.604153 [25,] 0.00000000 0.00000000 1.447965 1.206173 0.8455995 0.9927785 1.605650 [26,] 0.00000000 0.00000000 1.447883 1.207452 0.8444387 0.9910759 1.607797 [27,] 0.00000000 0.00000000 1.447732 1.209151 0.8429626 0.9893350 1.610454 [28,] 0.00000000 0.00000000 1.447678 1.210793 0.8415855 0.9878266 1.613051 [29,] 0.00000000 0.00000000 1.447705 1.212436 0.8403578 0.9865736 1.615607 [30,] 0.00000000 0.00000000 1.447754 1.214062 0.8392033 0.9854700 1.618168 [31,] 0.00000000 0.00000000 1.447922 1.215692 0.8381512 0.9845844 1.620704 [32,] 0.00000000 0.00000000 1.448124 1.217311 0.8371990 0.9838548 1.623217 [33,] 0.00000000 0.00000000 1.448358 1.218913 0.8363247 0.9832912 1.625743 [34,] 0.00000000 0.00000000 1.448695 1.220518 0.8355199 0.9828777 1.628297 [35,] 0.00000000 0.00000000 1.449051 1.222138 0.8348034 0.9826075 1.630740 [36,] 0.00000000 0.00000000 1.449444 1.223744 0.8341491 0.9824825 1.633286 [37,] 0.00000000 0.00000000 1.449907 1.225350 0.8335538 0.9824889 1.635777 [38,] 0.00000000 0.00000000 1.450419 1.226931 0.8330537 0.9826153 1.638218 [39,] 0.00000000 0.00000000 1.450952 1.228564 0.8325748 0.9828287 1.640809 [40,] 0.00000000 0.00000000 1.449536 1.229088 0.8341522 0.9826636 1.642760 [41,] 0.00000000 0.00000000 1.447910 1.229487 0.8360826 0.9826229 1.644690 [42,] 0.00000000 0.00000000 1.446385 1.229964 0.8380254 0.9827832 1.646741 [43,] 0.00000000 0.00000000 1.445014 1.230485 0.8400172 0.9830880 1.648789 [44,] 0.00000000 0.00000000 1.443717 1.231078 0.8420127 0.9835944 1.650947 [45,] 0.00000000 0.00000000 1.442527 1.231713 0.8440783 0.9843046 1.653137 [46,] 0.00000000 0.00000000 1.441415 1.232395 0.8461750 0.9851275 1.655395 [47,] 0.00000000 -0.03416523 1.438182 1.234715 0.8478932 0.9836107 1.657594 [48,] 0.00000000 -0.07030302 1.433697 1.238784 0.8487062 0.9814566 1.663660 [49,] 0.00000000 -0.10708239 1.428845 1.243538 0.8499468 0.9792758 1.670103 [50,] -0.06672524 -0.14580447 1.424363 1.260153 0.8478931 0.9675049 1.685229 y6~~y6 y7~~y7 y8~~y8 y9~~y9 y10~~y10 y11~~y11 y12~~y12 y13~~y13 [1,] 1.643650 1.127674 1.522438 1.375902 1.309877 1.315211 1.449805 1.314718 [2,] 1.643828 1.127674 1.522549 1.376490 1.309908 1.315393 1.449758 1.314721 [3,] 1.643814 1.127678 1.522528 1.376462 1.310134 1.315402 1.449782 1.314721 [4,] 1.643824 1.127678 1.522544 1.376420 1.310102 1.315379 1.449765 1.314721 [5,] 1.643822 1.127678 1.522532 1.376430 1.310088 1.315386 1.449780 1.314721 [6,] 1.633571 1.127678 1.522551 1.376379 1.310103 1.315363 1.449843 1.314721 [7,] 1.615866 1.127679 1.522444 1.376423 1.310130 1.315399 1.449872 1.314721 [8,] 1.599058 1.127678 1.522565 1.376391 1.310082 1.315362 1.449740 1.314721 [9,] 1.583449 1.127678 1.522543 1.376409 1.310092 1.315426 1.449767 1.314721 [10,] 1.568842 1.127677 1.522536 1.376429 1.310100 1.315389 1.449775 1.314721 [11,] 1.555057 1.127678 1.522536 1.376428 1.310090 1.315383 1.449773 1.314721 [12,] 1.541945 1.127677 1.522539 1.376429 1.310102 1.315380 1.449773 1.314720 [13,] 1.528612 1.127680 1.522536 1.376427 1.299598 1.315385 1.449773 1.314746 [14,] 1.515678 1.127701 1.522519 1.376428 1.285481 1.315389 1.449777 1.314310 [15,] 1.503765 1.127667 1.522542 1.376429 1.272981 1.315385 1.449772 1.314651 [16,] 1.492484 1.127679 1.522536 1.376428 1.261027 1.315384 1.449773 1.314720 [17,] 1.481927 1.127682 1.522539 1.376431 1.249874 1.315387 1.449775 1.314725 [18,] 1.471936 1.127681 1.522536 1.376428 1.239544 1.315384 1.449773 1.314721 [19,] 1.462491 1.127718 1.522534 1.376428 1.229771 1.315383 1.449773 1.314718 [20,] 1.453635 1.127498 1.522544 1.376432 1.220574 1.315389 1.449773 1.314729 [21,] 1.445085 1.127677 1.522536 1.376429 1.211955 1.315384 1.449773 1.314721 [22,] 1.436992 1.127680 1.522534 1.376428 1.203723 1.315384 1.449774 1.314719 [23,] 1.429274 1.127675 1.522540 1.376431 1.195960 1.315387 1.449773 1.314722 [24,] 1.421892 1.127677 1.522531 1.376429 1.188569 1.315384 1.449774 1.314722 [25,] 1.414880 1.127678 1.522539 1.376428 1.181520 1.315385 1.449773 1.314721 [26,] 1.406845 1.127677 1.514479 1.376428 1.174364 1.315384 1.449773 1.314721 [27,] 1.398196 1.127678 1.501023 1.376430 1.167200 1.315386 1.449775 1.314722 [28,] 1.389974 1.127676 1.488497 1.376428 1.160484 1.315383 1.449773 1.314720 [29,] 1.382230 1.127684 1.476773 1.376426 1.154081 1.315384 1.449775 1.314723 [30,] 1.374677 1.127678 1.465788 1.376428 1.148113 1.315384 1.449773 1.314721 [31,] 1.367504 1.127676 1.455469 1.376427 1.142397 1.315383 1.449772 1.314721 [32,] 1.360632 1.127679 1.445637 1.376428 1.136999 1.315385 1.449773 1.314721 [33,] 1.353975 1.127678 1.436517 1.376434 1.131825 1.315388 1.449783 1.314721 [34,] 1.347610 1.127678 1.427728 1.376425 1.126951 1.315383 1.449770 1.314722 [35,] 1.341502 1.127678 1.419489 1.376428 1.122263 1.315384 1.449772 1.314721 [36,] 1.335583 1.127678 1.411646 1.376430 1.117816 1.315385 1.449776 1.314721 [37,] 1.329891 1.127677 1.404217 1.376426 1.113577 1.315384 1.449772 1.314721 [38,] 1.324364 1.127678 1.397135 1.376427 1.109535 1.315384 1.449773 1.314722 [39,] 1.319029 1.127677 1.390451 1.376431 1.105680 1.315386 1.449775 1.314721 [40,] 1.313416 1.127677 1.384034 1.367103 1.102156 1.315385 1.449773 1.314721 [41,] 1.307981 1.127678 1.378009 1.357343 1.098887 1.315384 1.449769 1.314721 [42,] 1.302756 1.127677 1.372350 1.348541 1.095823 1.315386 1.449774 1.314721 [43,] 1.297716 1.127679 1.367034 1.340611 1.092943 1.315382 1.449772 1.314720 [44,] 1.292915 1.127677 1.361997 1.333542 1.090196 1.315386 1.449777 1.314722 [45,] 1.288284 1.127676 1.357240 1.327219 1.087679 1.315385 1.449774 1.314721 [46,] 1.283736 1.127675 1.352785 1.321666 1.085306 1.315385 1.449770 1.314720 [47,] 1.280662 1.127678 1.348923 1.316788 1.083977 1.313517 1.449773 1.314721 [48,] 1.277405 1.127677 1.345409 1.313281 1.081530 1.305711 1.449772 1.314720 [49,] 1.274666 1.126469 1.342527 1.310533 1.078925 1.300215 1.449772 1.314719 [50,] 1.276025 1.121614 1.340135 1.310495 1.071642 1.295276 1.448649 1.314279 y14~~y14 y15~~y15 y1~1 y2~1 y3~1 y4~1 y5~1 [1,] 1.204896 1.189652 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [2,] 1.204909 1.189684 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [3,] 1.204919 1.189721 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [4,] 1.204914 1.189707 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [5,] 1.204915 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [6,] 1.204915 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [7,] 1.204917 1.189712 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [8,] 1.204915 1.189712 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [9,] 1.204920 1.189717 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [10,] 1.204905 1.189691 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [11,] 1.204923 1.189721 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [12,] 1.204943 1.189736 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [13,] 1.204871 1.189733 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [14,] 1.204903 1.189667 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [15,] 1.204868 1.189749 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [16,] 1.204917 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [17,] 1.204915 1.189703 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [18,] 1.204915 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [19,] 1.204917 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [20,] 1.204910 1.189707 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [21,] 1.204915 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [22,] 1.204917 1.189707 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [23,] 1.204915 1.189710 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0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [27,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [28,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [29,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [30,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [31,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [32,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [33,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [34,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [35,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [36,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [37,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [38,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [39,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 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0.1377592 -0.2129635 0.08420147 [5,] 0.1375531 0.1377592 -0.2129635 0.08420147 [6,] 0.1375531 0.1377592 -0.2129635 0.08420147 [7,] 0.1375531 0.1377592 -0.2129635 0.08420147 [8,] 0.1375531 0.1377592 -0.2129635 0.08420147 [9,] 0.1375531 0.1377592 -0.2129635 0.08420147 [10,] 0.1375531 0.1377592 -0.2129635 0.08420147 [11,] 0.1375531 0.1377592 -0.2129635 0.08420147 [12,] 0.1375531 0.1377592 -0.2129635 0.08420147 [13,] 0.1375531 0.1377592 -0.2129635 0.08420147 [14,] 0.1375531 0.1377592 -0.2129635 0.08420147 [15,] 0.1375531 0.1377592 -0.2129635 0.08420147 [16,] 0.1375531 0.1377592 -0.2129635 0.08420147 [17,] 0.1375531 0.1377592 -0.2129635 0.08420147 [18,] 0.1375531 0.1377592 -0.2129635 0.08420147 [19,] 0.1375531 0.1377592 -0.2129635 0.08420147 [20,] 0.1375531 0.1377592 -0.2129635 0.08420147 [21,] 0.1375531 0.1377592 -0.2129635 0.08420147 [22,] 0.1375531 0.1377592 -0.2129635 0.08420147 [23,] 0.1375531 0.1377592 -0.2129635 0.08420147 [24,] 0.1375531 0.1377592 -0.2129635 0.08420147 [25,] 0.1375531 0.1377592 -0.2129635 0.08420147 [26,] 0.1375531 0.1377592 -0.2129635 0.08420147 [27,] 0.1375531 0.1377592 -0.2129635 0.08420147 [28,] 0.1375531 0.1377592 -0.2129635 0.08420147 [29,] 0.1375531 0.1377592 -0.2129635 0.08420147 [30,] 0.1375531 0.1377592 -0.2129635 0.08420147 [31,] 0.1375531 0.1377592 -0.2129635 0.08420147 [32,] 0.1375531 0.1377592 -0.2129635 0.08420147 [33,] 0.1375531 0.1377592 -0.2129635 0.08420147 [34,] 0.1375531 0.1377592 -0.2129635 0.08420147 [35,] 0.1375531 0.1377592 -0.2129635 0.08420147 [36,] 0.1375531 0.1377592 -0.2129635 0.08420147 [37,] 0.1375531 0.1377592 -0.2129635 0.08420147 [38,] 0.1375531 0.1377592 -0.2129635 0.08420147 [39,] 0.1375531 0.1377592 -0.2129635 0.08420147 [40,] 0.1375531 0.1377592 -0.2129635 0.08420147 [41,] 0.1375531 0.1377592 -0.2129635 0.08420147 [42,] 0.1375531 0.1377592 -0.2129635 0.08420147 [43,] 0.1375531 0.1377592 -0.2129635 0.08420147 [44,] 0.1375531 0.1377592 -0.2129635 0.08420147 [45,] 0.1375531 0.1377592 -0.2129635 0.08420147 [46,] 0.1375531 0.1377592 -0.2129635 0.08420147 [47,] 0.1375531 0.1377592 -0.2129635 0.08420147 [48,] 0.1375531 0.1377592 -0.2129635 0.08420147 [49,] 0.1375531 0.1377592 -0.2129635 0.08420147 [50,] 0.1375531 0.1377592 -0.2129635 0.08420147 > # or > estimates(lsem) l1 l2 l3 l4 l5 l6 l7 [1,] 0.9204514 0.8755675 0.7996506 1.042424 1.0182774 0.00000000 0.00000000 [2,] 0.9204385 0.8756338 0.7995194 1.042289 1.0183506 0.00000000 0.00000000 [3,] 0.9204493 0.8756551 0.7994949 1.042283 1.0183990 0.00000000 0.00000000 [4,] 0.9204482 0.8756666 0.7994982 1.042288 1.0184133 0.00000000 0.00000000 [5,] 0.9204585 0.8756705 0.7994996 1.042289 1.0184149 0.00000000 0.00000000 [6,] 0.9189569 0.8744347 0.7983875 1.041027 1.0169114 0.01124700 0.00000000 [7,] 0.9163970 0.8723585 0.7965325 1.038927 1.0143757 0.03100149 0.00000000 [8,] 0.9140700 0.8704839 0.7948295 1.037016 1.0120663 0.05004655 0.00000000 [9,] 0.9119423 0.8688012 0.7933110 1.035331 1.0099935 0.06821171 0.00000000 [10,] 0.9100002 0.8672932 0.7919458 1.033828 1.0081150 0.08563406 0.00000000 [11,] 0.9082321 0.8659261 0.7907185 1.032492 1.0064164 0.10244576 0.00000000 [12,] 0.9066249 0.8647231 0.7896139 1.031337 1.0048723 0.11871647 0.00000000 [13,] 0.9036011 0.8614461 0.7875665 1.028990 1.0008585 0.13547364 0.00000000 [14,] 0.9002533 0.8576543 0.7853782 1.026465 0.9962057 0.15186200 0.00000000 [15,] 0.8975130 0.8543527 0.7835448 1.024402 0.9920754 0.16740677 0.00000000 [16,] 0.8949806 0.8514023 0.7819627 1.022634 0.9883976 0.18237820 0.00000000 [17,] 0.8927725 0.8487397 0.7806030 1.021139 0.9850419 0.19670966 0.00000000 [18,] 0.8908760 0.8464296 0.7795042 1.019951 0.9821390 0.21063190 0.00000000 [19,] 0.8892113 0.8443311 0.7785810 1.018972 0.9794819 0.22405545 0.00000000 [20,] 0.8877840 0.8425165 0.7778306 1.018246 0.9771332 0.23711046 0.00000000 [21,] 0.8865732 0.8409122 0.7772585 1.017715 0.9750509 0.24987270 0.00000000 [22,] 0.8855602 0.8395175 0.7768557 1.017377 0.9732183 0.26230926 0.00000000 [23,] 0.8847280 0.8382866 0.7765608 1.017210 0.9716007 0.27453048 0.00000000 [24,] 0.8840778 0.8372981 0.7764409 1.017232 0.9701696 0.28648816 0.00000000 [25,] 0.8835731 0.8364048 0.7764381 1.017368 0.9689888 0.29828540 0.00000000 [26,] 0.8821842 0.8343537 0.7758676 1.016509 0.9664043 0.31093162 0.00000000 [27,] 0.8803074 0.8315882 0.7750167 1.015020 0.9630059 0.32407384 0.00000000 [28,] 0.8787972 0.8292302 0.7744993 1.013969 0.9600989 0.33694147 0.00000000 [29,] 0.8776697 0.8272492 0.7741892 1.013202 0.9576402 0.34946139 0.00000000 [30,] 0.8768242 0.8255952 0.7741731 1.012775 0.9555521 0.36188685 0.00000000 [31,] 0.8762553 0.8242627 0.7743603 1.012613 0.9537990 0.37409314 0.00000000 [32,] 0.8759801 0.8231831 0.7747628 1.012751 0.9524322 0.38611770 0.00000000 [33,] 0.8759991 0.8224069 0.7753754 1.013107 0.9513469 0.39812615 0.00000000 [34,] 0.8761881 0.8218900 0.7761951 1.013761 0.9505639 0.40998323 0.00000000 [35,] 0.8766838 0.8216304 0.7772027 1.014653 0.9500970 0.42182015 0.00000000 [36,] 0.8773722 0.8216168 0.7783965 1.015761 0.9498915 0.43365345 0.00000000 [37,] 0.8783272 0.8218192 0.7798013 1.017166 0.9499807 0.44545844 0.00000000 [38,] 0.8795217 0.8223030 0.7813904 1.018770 0.9503607 0.45733442 0.00000000 [39,] 0.8809421 0.8229733 0.7831820 1.020628 0.9509626 0.46923776 0.00000000 [40,] 0.8823739 0.8233290 0.7828618 1.021506 0.9507523 0.48101213 0.00000000 [41,] 0.8842568 0.8240645 0.7826362 1.022729 0.9509257 0.49284656 0.00000000 [42,] 0.8866336 0.8252719 0.7829084 1.024498 0.9516396 0.50488071 0.00000000 [43,] 0.8895143 0.8269857 0.7836088 1.026822 0.9529432 0.51713021 0.00000000 [44,] 0.8929194 0.8291811 0.7848146 1.029747 0.9548035 0.52968550 0.00000000 [45,] 0.8968561 0.8319064 0.7864954 1.033236 0.9572624 0.54246007 0.00000000 [46,] 0.9012913 0.8350889 0.7886204 1.037311 0.9602788 0.55564151 0.00000000 [47,] 0.9061363 0.8366566 0.7903030 1.041600 0.9625033 0.56743991 0.00000000 [48,] 0.9123726 0.8378778 0.7931840 1.047037 0.9635670 0.57996610 0.00000000 [49,] 0.9210683 0.8406931 0.7977255 1.055080 0.9667441 0.59371003 0.01003173 [50,] 0.9327755 0.8393931 0.8070523 1.071230 0.9687659 0.60643288 0.07792894 l8 l9 l10 l11 l12 l13 [1,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [2,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [3,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [4,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [5,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [6,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [7,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [8,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [9,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [10,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [11,] 0.00000000 0.00000000 0.00000000 0.000000000 0.00000000 0.00000000 [12,] 0.00000000 0.00000000 0.00000000 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0.00000000 0.20491392 0.000000000 0.00000000 0.00000000 [27,] 0.03301980 0.00000000 0.21766494 0.000000000 0.00000000 0.00000000 [28,] 0.05300326 0.00000000 0.23004679 0.000000000 0.00000000 0.00000000 [29,] 0.07233415 0.00000000 0.24218684 0.000000000 0.00000000 0.00000000 [30,] 0.09109449 0.00000000 0.25398008 0.000000000 0.00000000 0.00000000 [31,] 0.10932625 0.00000000 0.26562540 0.000000000 0.00000000 0.00000000 [32,] 0.12722334 0.00000000 0.27707116 0.000000000 0.00000000 0.00000000 [33,] 0.14464782 0.00000000 0.28842080 0.000000000 0.00000000 0.00000000 [34,] 0.16187476 0.00000000 0.29964876 0.000000000 0.00000000 0.00000000 [35,] 0.17880799 0.00000000 0.31078537 0.000000000 0.00000000 0.00000000 [36,] 0.19557688 0.00000000 0.32186871 0.000000000 0.00000000 0.00000000 [37,] 0.21215997 0.00000000 0.33295823 0.000000000 0.00000000 0.00000000 [38,] 0.22865386 0.00000000 0.34400844 0.000000000 0.00000000 0.00000000 [39,] 0.24506150 0.00000000 0.35512047 0.000000000 0.00000000 0.00000000 [40,] 0.26121925 0.02173730 0.36564921 0.000000000 0.00000000 0.00000000 [41,] 0.27723338 0.04629091 0.37615364 0.000000000 0.00000000 0.00000000 [42,] 0.29326759 0.07044450 0.38680816 0.000000000 0.00000000 0.00000000 [43,] 0.30933824 0.09434058 0.39761221 0.000000000 0.00000000 0.00000000 [44,] 0.32556421 0.11806573 0.40864944 0.000000000 0.00000000 0.00000000 [45,] 0.34201099 0.14180334 0.41995143 0.000000000 0.00000000 0.00000000 [46,] 0.35872768 0.16563288 0.43158310 0.000000000 0.00000000 0.00000000 [47,] 0.37490137 0.18948178 0.44196634 0.008451591 0.00000000 0.00000000 [48,] 0.39131301 0.21232291 0.45413471 0.050307748 0.00000000 0.00000000 [49,] 0.40846840 0.23575297 0.46779671 0.092470631 0.00000000 0.00000000 [50,] 0.42709572 0.25680384 0.48829965 0.141778178 -0.03340735 -0.02064425 l14 l15 y1~~y1 y2~~y2 y3~~y3 y4~~y4 y5~~y5 [1,] 0.00000000 0.00000000 1.447837 1.197809 0.8596283 1.0284589 1.586703 [2,] 0.00000000 0.00000000 1.446995 1.197869 0.8599653 1.0286556 1.586650 [3,] 0.00000000 0.00000000 1.447258 1.197978 0.8600300 1.0286838 1.586547 [4,] 0.00000000 0.00000000 1.447198 1.197901 0.8600408 1.0286864 1.586546 [5,] 0.00000000 0.00000000 1.447210 1.197913 0.8600445 1.0286917 1.586543 [6,] 0.00000000 0.00000000 1.447305 1.197732 0.8598398 1.0279524 1.586404 [7,] 0.00000000 0.00000000 1.447597 1.197257 0.8594697 1.0266592 1.586141 [8,] 0.00000000 0.00000000 1.447908 1.197058 0.8591557 1.0254692 1.585925 [9,] 0.00000000 0.00000000 1.448220 1.196644 0.8588418 1.0243409 1.585740 [10,] 0.00000000 0.00000000 1.448548 1.196349 0.8585699 1.0232740 1.585566 [11,] 0.00000000 0.00000000 1.448870 1.196074 0.8583236 1.0222629 1.585434 [12,] 0.00000000 0.00000000 1.449213 1.195809 0.8580890 1.0212850 1.585334 [13,] 0.00000000 0.00000000 1.449022 1.196336 0.8570124 1.0187392 1.586524 [14,] 0.00000000 0.00000000 1.448617 1.197167 0.8556286 1.0156700 1.588269 [15,] 0.00000000 0.00000000 1.448435 1.198057 0.8543937 1.0128279 1.589927 [16,] 0.00000000 0.00000000 1.448186 1.198888 0.8532095 1.0101605 1.591594 [17,] 0.00000000 0.00000000 1.448029 1.199713 0.8521288 1.0076890 1.593241 [18,] 0.00000000 0.00000000 1.447891 1.200509 0.8511127 1.0054139 1.594815 [19,] 0.00000000 0.00000000 1.447801 1.201341 0.8501630 1.0032577 1.596401 [20,] 0.00000000 0.00000000 1.447756 1.202151 0.8492828 1.0012123 1.598033 [21,] 0.00000000 0.00000000 1.447726 1.202949 0.8484397 0.9993184 1.599541 [22,] 0.00000000 0.00000000 1.447744 1.203765 0.8476617 0.9975132 1.601088 [23,] 0.00000000 0.00000000 1.447788 1.204576 0.8469293 0.9958356 1.602669 [24,] 0.00000000 0.00000000 1.447857 1.205365 0.8462421 0.9942623 1.604153 [25,] 0.00000000 0.00000000 1.447965 1.206173 0.8455995 0.9927785 1.605650 [26,] 0.00000000 0.00000000 1.447883 1.207452 0.8444387 0.9910759 1.607797 [27,] 0.00000000 0.00000000 1.447732 1.209151 0.8429626 0.9893350 1.610454 [28,] 0.00000000 0.00000000 1.447678 1.210793 0.8415855 0.9878266 1.613051 [29,] 0.00000000 0.00000000 1.447705 1.212436 0.8403578 0.9865736 1.615607 [30,] 0.00000000 0.00000000 1.447754 1.214062 0.8392033 0.9854700 1.618168 [31,] 0.00000000 0.00000000 1.447922 1.215692 0.8381512 0.9845844 1.620704 [32,] 0.00000000 0.00000000 1.448124 1.217311 0.8371990 0.9838548 1.623217 [33,] 0.00000000 0.00000000 1.448358 1.218913 0.8363247 0.9832912 1.625743 [34,] 0.00000000 0.00000000 1.448695 1.220518 0.8355199 0.9828777 1.628297 [35,] 0.00000000 0.00000000 1.449051 1.222138 0.8348034 0.9826075 1.630740 [36,] 0.00000000 0.00000000 1.449444 1.223744 0.8341491 0.9824825 1.633286 [37,] 0.00000000 0.00000000 1.449907 1.225350 0.8335538 0.9824889 1.635777 [38,] 0.00000000 0.00000000 1.450419 1.226931 0.8330537 0.9826153 1.638218 [39,] 0.00000000 0.00000000 1.450952 1.228564 0.8325748 0.9828287 1.640809 [40,] 0.00000000 0.00000000 1.449536 1.229088 0.8341522 0.9826636 1.642760 [41,] 0.00000000 0.00000000 1.447910 1.229487 0.8360826 0.9826229 1.644690 [42,] 0.00000000 0.00000000 1.446385 1.229964 0.8380254 0.9827832 1.646741 [43,] 0.00000000 0.00000000 1.445014 1.230485 0.8400172 0.9830880 1.648789 [44,] 0.00000000 0.00000000 1.443717 1.231078 0.8420127 0.9835944 1.650947 [45,] 0.00000000 0.00000000 1.442527 1.231713 0.8440783 0.9843046 1.653137 [46,] 0.00000000 0.00000000 1.441415 1.232395 0.8461750 0.9851275 1.655395 [47,] 0.00000000 -0.03416523 1.438182 1.234715 0.8478932 0.9836107 1.657594 [48,] 0.00000000 -0.07030302 1.433697 1.238784 0.8487062 0.9814566 1.663660 [49,] 0.00000000 -0.10708239 1.428845 1.243538 0.8499468 0.9792758 1.670103 [50,] -0.06672524 -0.14580447 1.424363 1.260153 0.8478931 0.9675049 1.685229 y6~~y6 y7~~y7 y8~~y8 y9~~y9 y10~~y10 y11~~y11 y12~~y12 y13~~y13 [1,] 1.643650 1.127674 1.522438 1.375902 1.309877 1.315211 1.449805 1.314718 [2,] 1.643828 1.127674 1.522549 1.376490 1.309908 1.315393 1.449758 1.314721 [3,] 1.643814 1.127678 1.522528 1.376462 1.310134 1.315402 1.449782 1.314721 [4,] 1.643824 1.127678 1.522544 1.376420 1.310102 1.315379 1.449765 1.314721 [5,] 1.643822 1.127678 1.522532 1.376430 1.310088 1.315386 1.449780 1.314721 [6,] 1.633571 1.127678 1.522551 1.376379 1.310103 1.315363 1.449843 1.314721 [7,] 1.615866 1.127679 1.522444 1.376423 1.310130 1.315399 1.449872 1.314721 [8,] 1.599058 1.127678 1.522565 1.376391 1.310082 1.315362 1.449740 1.314721 [9,] 1.583449 1.127678 1.522543 1.376409 1.310092 1.315426 1.449767 1.314721 [10,] 1.568842 1.127677 1.522536 1.376429 1.310100 1.315389 1.449775 1.314721 [11,] 1.555057 1.127678 1.522536 1.376428 1.310090 1.315383 1.449773 1.314721 [12,] 1.541945 1.127677 1.522539 1.376429 1.310102 1.315380 1.449773 1.314720 [13,] 1.528612 1.127680 1.522536 1.376427 1.299598 1.315385 1.449773 1.314746 [14,] 1.515678 1.127701 1.522519 1.376428 1.285481 1.315389 1.449777 1.314310 [15,] 1.503765 1.127667 1.522542 1.376429 1.272981 1.315385 1.449772 1.314651 [16,] 1.492484 1.127679 1.522536 1.376428 1.261027 1.315384 1.449773 1.314720 [17,] 1.481927 1.127682 1.522539 1.376431 1.249874 1.315387 1.449775 1.314725 [18,] 1.471936 1.127681 1.522536 1.376428 1.239544 1.315384 1.449773 1.314721 [19,] 1.462491 1.127718 1.522534 1.376428 1.229771 1.315383 1.449773 1.314718 [20,] 1.453635 1.127498 1.522544 1.376432 1.220574 1.315389 1.449773 1.314729 [21,] 1.445085 1.127677 1.522536 1.376429 1.211955 1.315384 1.449773 1.314721 [22,] 1.436992 1.127680 1.522534 1.376428 1.203723 1.315384 1.449774 1.314719 [23,] 1.429274 1.127675 1.522540 1.376431 1.195960 1.315387 1.449773 1.314722 [24,] 1.421892 1.127677 1.522531 1.376429 1.188569 1.315384 1.449774 1.314722 [25,] 1.414880 1.127678 1.522539 1.376428 1.181520 1.315385 1.449773 1.314721 [26,] 1.406845 1.127677 1.514479 1.376428 1.174364 1.315384 1.449773 1.314721 [27,] 1.398196 1.127678 1.501023 1.376430 1.167200 1.315386 1.449775 1.314722 [28,] 1.389974 1.127676 1.488497 1.376428 1.160484 1.315383 1.449773 1.314720 [29,] 1.382230 1.127684 1.476773 1.376426 1.154081 1.315384 1.449775 1.314723 [30,] 1.374677 1.127678 1.465788 1.376428 1.148113 1.315384 1.449773 1.314721 [31,] 1.367504 1.127676 1.455469 1.376427 1.142397 1.315383 1.449772 1.314721 [32,] 1.360632 1.127679 1.445637 1.376428 1.136999 1.315385 1.449773 1.314721 [33,] 1.353975 1.127678 1.436517 1.376434 1.131825 1.315388 1.449783 1.314721 [34,] 1.347610 1.127678 1.427728 1.376425 1.126951 1.315383 1.449770 1.314722 [35,] 1.341502 1.127678 1.419489 1.376428 1.122263 1.315384 1.449772 1.314721 [36,] 1.335583 1.127678 1.411646 1.376430 1.117816 1.315385 1.449776 1.314721 [37,] 1.329891 1.127677 1.404217 1.376426 1.113577 1.315384 1.449772 1.314721 [38,] 1.324364 1.127678 1.397135 1.376427 1.109535 1.315384 1.449773 1.314722 [39,] 1.319029 1.127677 1.390451 1.376431 1.105680 1.315386 1.449775 1.314721 [40,] 1.313416 1.127677 1.384034 1.367103 1.102156 1.315385 1.449773 1.314721 [41,] 1.307981 1.127678 1.378009 1.357343 1.098887 1.315384 1.449769 1.314721 [42,] 1.302756 1.127677 1.372350 1.348541 1.095823 1.315386 1.449774 1.314721 [43,] 1.297716 1.127679 1.367034 1.340611 1.092943 1.315382 1.449772 1.314720 [44,] 1.292915 1.127677 1.361997 1.333542 1.090196 1.315386 1.449777 1.314722 [45,] 1.288284 1.127676 1.357240 1.327219 1.087679 1.315385 1.449774 1.314721 [46,] 1.283736 1.127675 1.352785 1.321666 1.085306 1.315385 1.449770 1.314720 [47,] 1.280662 1.127678 1.348923 1.316788 1.083977 1.313517 1.449773 1.314721 [48,] 1.277405 1.127677 1.345409 1.313281 1.081530 1.305711 1.449772 1.314720 [49,] 1.274666 1.126469 1.342527 1.310533 1.078925 1.300215 1.449772 1.314719 [50,] 1.276025 1.121614 1.340135 1.310495 1.071642 1.295276 1.448649 1.314279 y14~~y14 y15~~y15 y1~1 y2~1 y3~1 y4~1 y5~1 [1,] 1.204896 1.189652 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [2,] 1.204909 1.189684 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [3,] 1.204919 1.189721 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [4,] 1.204914 1.189707 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [5,] 1.204915 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [6,] 1.204915 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [7,] 1.204917 1.189712 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [8,] 1.204915 1.189712 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [9,] 1.204920 1.189717 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [10,] 1.204905 1.189691 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [11,] 1.204923 1.189721 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [12,] 1.204943 1.189736 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [13,] 1.204871 1.189733 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [14,] 1.204903 1.189667 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [15,] 1.204868 1.189749 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [16,] 1.204917 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [17,] 1.204915 1.189703 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [18,] 1.204915 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [19,] 1.204917 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [20,] 1.204910 1.189707 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [21,] 1.204915 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [22,] 1.204917 1.189707 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [23,] 1.204915 1.189710 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [24,] 1.204915 1.189706 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [25,] 1.204915 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [26,] 1.204915 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [27,] 1.204915 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [28,] 1.204915 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [29,] 1.204914 1.189710 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [30,] 1.204915 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [31,] 1.204916 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [32,] 1.204913 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [33,] 1.204914 1.189710 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [34,] 1.204914 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [35,] 1.204915 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [36,] 1.204915 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [37,] 1.204914 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [38,] 1.204915 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [39,] 1.204915 1.189710 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [40,] 1.204915 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [41,] 1.204915 1.189705 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [42,] 1.204916 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [43,] 1.204915 1.189707 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [44,] 1.204914 1.189710 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [45,] 1.204916 1.189709 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [46,] 1.204918 1.189708 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [47,] 1.204915 1.182171 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [48,] 1.204917 1.175960 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [49,] 1.204918 1.171459 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 [50,] 1.200452 1.168468 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 y6~1 y7~1 y8~1 y9~1 y10~1 y11~1 [1,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [2,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [3,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [4,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [5,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [6,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [7,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [8,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [9,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [10,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [11,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [12,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [13,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [14,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [15,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [16,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [17,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [18,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [19,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [20,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [21,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [22,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [23,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [24,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [25,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [26,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [27,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [28,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [29,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [30,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [31,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [32,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [33,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [34,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [35,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [36,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [37,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [38,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [39,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [40,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [41,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [42,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [43,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [44,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [45,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [46,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [47,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [48,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [49,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 [50,] -0.1231497 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 y12~1 y13~1 y14~1 y15~1 [1,] 0.1375531 0.1377592 -0.2129635 0.08420147 [2,] 0.1375531 0.1377592 -0.2129635 0.08420147 [3,] 0.1375531 0.1377592 -0.2129635 0.08420147 [4,] 0.1375531 0.1377592 -0.2129635 0.08420147 [5,] 0.1375531 0.1377592 -0.2129635 0.08420147 [6,] 0.1375531 0.1377592 -0.2129635 0.08420147 [7,] 0.1375531 0.1377592 -0.2129635 0.08420147 [8,] 0.1375531 0.1377592 -0.2129635 0.08420147 [9,] 0.1375531 0.1377592 -0.2129635 0.08420147 [10,] 0.1375531 0.1377592 -0.2129635 0.08420147 [11,] 0.1375531 0.1377592 -0.2129635 0.08420147 [12,] 0.1375531 0.1377592 -0.2129635 0.08420147 [13,] 0.1375531 0.1377592 -0.2129635 0.08420147 [14,] 0.1375531 0.1377592 -0.2129635 0.08420147 [15,] 0.1375531 0.1377592 -0.2129635 0.08420147 [16,] 0.1375531 0.1377592 -0.2129635 0.08420147 [17,] 0.1375531 0.1377592 -0.2129635 0.08420147 [18,] 0.1375531 0.1377592 -0.2129635 0.08420147 [19,] 0.1375531 0.1377592 -0.2129635 0.08420147 [20,] 0.1375531 0.1377592 -0.2129635 0.08420147 [21,] 0.1375531 0.1377592 -0.2129635 0.08420147 [22,] 0.1375531 0.1377592 -0.2129635 0.08420147 [23,] 0.1375531 0.1377592 -0.2129635 0.08420147 [24,] 0.1375531 0.1377592 -0.2129635 0.08420147 [25,] 0.1375531 0.1377592 -0.2129635 0.08420147 [26,] 0.1375531 0.1377592 -0.2129635 0.08420147 [27,] 0.1375531 0.1377592 -0.2129635 0.08420147 [28,] 0.1375531 0.1377592 -0.2129635 0.08420147 [29,] 0.1375531 0.1377592 -0.2129635 0.08420147 [30,] 0.1375531 0.1377592 -0.2129635 0.08420147 [31,] 0.1375531 0.1377592 -0.2129635 0.08420147 [32,] 0.1375531 0.1377592 -0.2129635 0.08420147 [33,] 0.1375531 0.1377592 -0.2129635 0.08420147 [34,] 0.1375531 0.1377592 -0.2129635 0.08420147 [35,] 0.1375531 0.1377592 -0.2129635 0.08420147 [36,] 0.1375531 0.1377592 -0.2129635 0.08420147 [37,] 0.1375531 0.1377592 -0.2129635 0.08420147 [38,] 0.1375531 0.1377592 -0.2129635 0.08420147 [39,] 0.1375531 0.1377592 -0.2129635 0.08420147 [40,] 0.1375531 0.1377592 -0.2129635 0.08420147 [41,] 0.1375531 0.1377592 -0.2129635 0.08420147 [42,] 0.1375531 0.1377592 -0.2129635 0.08420147 [43,] 0.1375531 0.1377592 -0.2129635 0.08420147 [44,] 0.1375531 0.1377592 -0.2129635 0.08420147 [45,] 0.1375531 0.1377592 -0.2129635 0.08420147 [46,] 0.1375531 0.1377592 -0.2129635 0.08420147 [47,] 0.1375531 0.1377592 -0.2129635 0.08420147 [48,] 0.1375531 0.1377592 -0.2129635 0.08420147 [49,] 0.1375531 0.1377592 -0.2129635 0.08420147 [50,] 0.1375531 0.1377592 -0.2129635 0.08420147 > > # elements of lsem can be accessed with the @ operator: > lsem@parameters[1,] lambda alpha l1 l2 l3 l4 l5 l6 l7 l8 l9 1 0.3731176 1 0.9204514 0.8755675 0.7996506 1.042424 1.018277 0 0 0 0 l10 l11 l12 l13 l14 l15 y1~~y1 y2~~y2 y3~~y3 y4~~y4 y5~~y5 y6~~y6 1 0 0 0 0 0 0 1.447837 1.197809 0.8596283 1.028459 1.586703 1.64365 y7~~y7 y8~~y8 y9~~y9 y10~~y10 y11~~y11 y12~~y12 y13~~y13 y14~~y14 1 1.127674 1.522438 1.375902 1.309877 1.315211 1.449805 1.314718 1.204896 y15~~y15 y1~1 y2~1 y3~1 y4~1 y5~1 y6~1 1 1.189652 -0.0680517 0.292999 0.02276803 -0.04072112 0.1378477 -0.1231497 y7~1 y8~1 y9~1 y10~1 y11~1 y12~1 y13~1 1 0.01157889 -0.09210995 0.02392438 0.2188845 -0.05236208 0.1375531 0.1377592 y14~1 y15~1 1 -0.2129635 0.08420147 > > # fit Measures: > fitIndices(lsem) lambda alpha objectiveValue regObjectiveValue m2LL regM2LL 1 0.373117582 1 4790.687 4790.687 4790.687 4790.687 2 0.365502937 1 4790.687 4790.687 4790.687 4790.687 3 0.357888293 1 4790.687 4790.687 4790.687 4790.687 4 0.350273648 1 4790.687 4790.687 4790.687 4790.687 5 0.342659004 1 4790.687 4790.687 4790.687 4790.687 6 0.335044359 1 4790.062 4790.683 4790.062 4790.683 7 0.327429715 1 4788.982 4790.656 4788.982 4790.656 8 0.319815070 1 4787.966 4790.605 4787.966 4790.605 9 0.312200426 1 4787.019 4790.531 4787.019 4790.531 10 0.304585781 1 4786.133 4790.434 4786.133 4790.434 11 0.296971137 1 4785.300 4790.316 4785.300 4790.316 12 0.289356492 1 4784.513 4790.177 4784.513 4790.177 13 0.281741848 1 4782.925 4790.010 4782.925 4790.010 14 0.274127203 1 4781.116 4789.794 4781.116 4789.794 15 0.266512559 1 4779.456 4789.529 4779.456 4789.529 16 0.258897914 1 4777.912 4789.219 4777.912 4789.219 17 0.251283269 1 4776.473 4788.865 4776.473 4788.865 18 0.243668625 1 4775.134 4788.468 4775.134 4788.468 19 0.236053980 1 4773.878 4788.032 4773.878 4788.032 20 0.228439336 1 4772.702 4787.556 4772.702 4787.556 21 0.220824691 1 4771.596 4787.042 4771.596 4787.042 22 0.213210047 1 4770.555 4786.491 4770.555 4786.491 23 0.205595402 1 4769.572 4785.904 4769.572 4785.904 24 0.197980758 1 4768.646 4785.281 4768.646 4785.281 25 0.190366113 1 4767.771 4784.624 4767.771 4784.624 26 0.182751469 1 4766.367 4783.927 4766.367 4783.927 27 0.175136824 1 4764.639 4783.158 4764.639 4783.158 28 0.167522180 1 4763.039 4782.317 4763.039 4782.317 29 0.159907535 1 4761.553 4781.406 4761.553 4781.406 30 0.152292891 1 4760.171 4780.427 4760.171 4780.427 31 0.144678246 1 4758.884 4779.381 4758.884 4779.381 32 0.137063602 1 4757.684 4778.270 4757.684 4778.270 33 0.129448957 1 4756.567 4777.094 4756.567 4777.094 34 0.121834312 1 4755.525 4775.855 4755.525 4775.855 35 0.114219668 1 4754.558 4774.553 4754.558 4774.553 36 0.106605023 1 4753.658 4773.189 4753.658 4773.189 37 0.098990379 1 4752.826 4771.763 4752.826 4771.763 38 0.091375734 1 4752.056 4770.276 4752.056 4770.276 39 0.083761090 1 4751.349 4768.727 4751.349 4768.727 40 0.076146445 1 4750.046 4767.089 4750.046 4767.089 41 0.068531801 1 4748.786 4765.318 4748.786 4765.318 42 0.060917156 1 4747.664 4763.415 4747.664 4763.415 43 0.053302512 1 4746.676 4761.380 4746.676 4761.380 44 0.045687867 1 4745.817 4759.214 4745.817 4759.214 45 0.038073223 1 4745.083 4756.914 4745.083 4756.914 46 0.030458578 1 4744.475 4754.480 4744.475 4754.480 47 0.022843934 1 4743.258 4751.825 4743.258 4751.825 48 0.015229289 1 4741.895 4748.697 4741.895 4748.697 49 0.007614645 1 4740.956 4745.012 4740.956 4745.012 50 0.000000000 1 4739.937 4739.937 4739.937 4739.937 nonZeroParameters convergence AIC BIC AICc chisq df 1 35 TRUE 4860.687 4951.868 4900.062 147.88992 100 2 35 TRUE 4860.687 4951.868 4900.062 147.88990 100 3 35 TRUE 4860.687 4951.868 4900.062 147.88989 100 4 35 TRUE 4860.687 4951.868 4900.062 147.88989 100 5 35 TRUE 4860.687 4951.868 4900.062 147.88989 100 6 36 TRUE 4862.062 4955.848 4904.347 147.26467 99 7 36 TRUE 4860.982 4954.769 4903.268 146.18555 99 8 36 TRUE 4859.966 4953.752 4902.252 145.16909 99 9 36 TRUE 4859.019 4952.806 4901.305 144.22249 99 10 36 TRUE 4858.133 4951.920 4900.419 143.33649 99 11 36 TRUE 4857.300 4951.086 4899.585 142.50264 99 12 36 TRUE 4856.513 4950.299 4898.799 141.71606 99 13 37 TRUE 4856.925 4953.316 4902.279 140.12759 98 14 37 TRUE 4855.116 4951.507 4900.471 138.31918 98 15 37 TRUE 4853.456 4949.847 4898.811 136.65916 98 16 37 TRUE 4851.912 4948.303 4897.267 135.11519 98 17 37 TRUE 4850.473 4946.864 4895.828 133.67609 98 18 37 TRUE 4849.134 4945.526 4894.489 132.33736 98 19 37 TRUE 4847.878 4944.270 4893.233 131.08153 98 20 37 TRUE 4846.702 4943.094 4892.057 129.90547 98 21 37 TRUE 4845.596 4941.988 4890.951 128.79938 98 22 37 TRUE 4844.555 4940.946 4889.910 127.75781 98 23 37 TRUE 4843.572 4939.964 4888.927 126.77544 98 24 37 TRUE 4842.646 4939.037 4888.001 125.84885 98 25 37 TRUE 4841.771 4938.162 4887.125 124.97360 98 26 38 TRUE 4842.367 4941.363 4890.957 123.56963 97 27 38 TRUE 4840.639 4939.635 4889.229 121.84201 97 28 38 TRUE 4839.039 4938.036 4887.629 120.24230 97 29 38 TRUE 4837.553 4936.550 4886.143 118.75621 97 30 38 TRUE 4836.171 4935.167 4884.761 117.37364 97 31 38 TRUE 4834.884 4933.880 4883.474 116.08677 97 32 38 TRUE 4833.684 4932.680 4882.274 114.88692 97 33 38 TRUE 4832.567 4931.563 4881.157 113.76967 97 34 38 TRUE 4831.525 4930.522 4880.115 112.72835 97 35 38 TRUE 4830.558 4929.554 4879.148 111.76087 97 36 38 TRUE 4829.658 4928.655 4878.248 110.86132 97 37 38 TRUE 4828.826 4927.822 4877.416 110.02864 97 38 38 TRUE 4828.056 4927.053 4876.646 109.25927 97 39 38 TRUE 4827.349 4926.345 4875.939 108.55173 97 40 39 TRUE 4828.046 4929.647 4880.046 107.24888 96 41 39 TRUE 4826.786 4928.388 4878.786 105.98905 96 42 39 TRUE 4825.664 4927.266 4877.664 104.86750 96 43 39 TRUE 4824.676 4926.278 4876.676 103.87940 96 44 39 TRUE 4823.817 4925.418 4875.817 103.01972 96 45 39 TRUE 4823.083 4924.685 4875.083 102.28620 96 46 39 TRUE 4822.475 4924.077 4874.475 101.67811 96 47 41 TRUE 4825.258 4932.070 4884.637 100.46107 94 48 41 TRUE 4823.895 4930.707 4883.275 99.09853 94 49 42 TRUE 4824.956 4934.373 4888.325 98.15939 93 50 45 TRUE 4829.937 4947.170 4906.604 97.14017 90 rmsea 1 0.06920254 2 0.06920253 3 0.06920252 4 0.06920252 5 0.06920252 6 0.06982277 7 0.06903779 8 0.06829015 9 0.06758645 10 0.06692109 11 0.06628881 12 0.06568679 13 0.06556473 14 0.06414205 15 0.06280774 16 0.06154076 17 0.06033587 18 0.05919301 19 0.05810049 20 0.05705840 21 0.05606063 22 0.05510455 23 0.05418735 24 0.05330778 25 0.05246340 26 0.05233676 27 0.05060664 28 0.04895011 29 0.04735935 30 0.04582985 31 0.04435885 32 0.04294196 33 0.04157922 34 0.04026760 35 0.03900948 36 0.03780215 37 0.03664913 38 0.03555056 39 0.03450941 40 0.03423096 41 0.03225718 42 0.03039239 43 0.02864910 44 0.02704109 45 0.02558929 46 0.02432015 47 0.02621731 48 0.02328942 49 0.02355362 50 0.02816650 > > # The best parameters can also be extracted with: > coef(lsem, criterion = "AIC") Tuning ||--|| Estimates ------- ------- ||--|| ---------- ---------- ---------- ---------- ---------- lambda alpha ||--|| l1 l2 l3 l4 l5 ======= ======= ||--|| ========== ========== ========== ========== ========== 0.0305 1.0000 ||--|| 0.9013 0.8351 0.7886 1.0373 0.9603 ---------- ---------- ---------- ---------- ---------- ---------- ---------- l6 l7 l8 l9 l10 l11 l12 ========== ========== ========== ========== ========== ========== ========== 0.5556 . 0.3587 0.1656 0.4316 . . ---------- ---------- ---------- ---------- ---------- ---------- ---------- l13 l14 l15 y1~~y1 y2~~y2 y3~~y3 y4~~y4 ========== ========== ========== ========== ========== ========== ========== . . . 1.4414 1.2324 0.8462 0.9851 ---------- ---------- ---------- ---------- ---------- ---------- ---------- y5~~y5 y6~~y6 y7~~y7 y8~~y8 y9~~y9 y10~~y10 y11~~y11 ========== ========== ========== ========== ========== ========== ========== 1.6554 1.2837 1.1277 1.3528 1.3217 1.0853 1.3154 ---------- ---------- ---------- ---------- ---------- ---------- ---------- y12~~y12 y13~~y13 y14~~y14 y15~~y15 y1~1 y2~1 y3~1 ========== ========== ========== ========== ========== ========== ========== 1.4498 1.3147 1.2049 1.1897 -0.0681 0.2930 0.0228 ---------- ---------- ---------- ---------- ---------- ---------- ---------- y4~1 y5~1 y6~1 y7~1 y8~1 y9~1 y10~1 ========== ========== ========== ========== ========== ========== ========== -0.0407 0.1378 -0.1231 0.0116 -0.0921 0.0239 0.2189 ---------- ---------- ---------- ---------- ---------- y11~1 y12~1 y13~1 y14~1 y15~1 ========== ========== ========== ========== ========== -0.0524 0.1376 0.1378 -0.2130 0.0842 > # or > estimates(lsem, criterion = "AIC") l1 l2 l3 l4 l5 l6 l7 l8 [1,] 0.9012913 0.8350889 0.7886204 1.037311 0.9602788 0.5556415 0 0.3587277 l9 l10 l11 l12 l13 l14 l15 y1~~y1 y2~~y2 y3~~y3 [1,] 0.1656329 0.4315831 0 0 0 0 0 1.441415 1.232395 0.846175 y4~~y4 y5~~y5 y6~~y6 y7~~y7 y8~~y8 y9~~y9 y10~~y10 y11~~y11 [1,] 0.9851275 1.655395 1.283736 1.127675 1.352785 1.321666 1.085306 1.315385 y12~~y12 y13~~y13 y14~~y14 y15~~y15 y1~1 y2~1 y3~1 [1,] 1.44977 1.31472 1.204918 1.189708 -0.0680517 0.292999 0.02276803 y4~1 y5~1 y6~1 y7~1 y8~1 y9~1 [1,] -0.04072112 0.1378477 -0.1231497 0.01157889 -0.09210995 0.02392438 y10~1 y11~1 y12~1 y13~1 y14~1 y15~1 [1,] 0.2188845 -0.05236208 0.1375531 0.1377592 -0.2129635 0.08420147 > > #### Advanced ### > # Switching the optimizer # > # Use the "method" argument to switch the optimizer. The control argument > # must also be changed to the corresponding function: > lsemIsta <- adaptiveLasso( + lavaanModel = lavaanModel, + regularized = paste0("l", 6:15), + nLambdas = 50, + method = "ista", + control = controlIsta()) *** caught segfault *** address 0x7d41257b2144, cause 'memory not mapped' Traceback: 1: RcppParallel::defaultNumThreads() 2: .setupMulticore(control) 3: .regularizeSEMInternal(lavaanModel = lavaanModel, penalty = "adaptiveLasso", weights = weights, tuningParameters = tuningParameters, method = method, modifyModel = modifyModel, control = control) 4: adaptiveLasso(lavaanModel = lavaanModel, regularized = paste0("l", 6:15), nLambdas = 50, method = "ista", control = controlIsta()) An irrecoverable exception occurred. R is aborting now ... * checking for unstated dependencies in vignettes ... OK * checking package vignettes ... OK * checking re-building of vignette outputs ... [44s/176s] OK * checking PDF version of manual ... [21s/44s] OK * checking HTML version of manual ... [15s/34s] OK * checking for non-standard things in the check directory ... OK * checking for detritus in the temp directory ... OK * DONE Status: 1 ERROR, 1 NOTE See ‘/data/gannet/ripley/R/packages/tests-Intel/lessSEM.Rcheck/00check.log’ for details. Command exited with non-zero status 1 Time 41:39.37, 1119.22 + 58.13