nag_reml_hier_mixed_regsn (g02jdc) Example Program Results Number of observations (N) = 90 Number of random factors (NRF) = 55 Number of fixed factors (NFF) = 4 Number of subject levels (NLSV) = 3 Rank of X (RNKX) = 4 Effective N (EFFN) = 90 Number of non-zero variance components (NCOV) = 7 Parameter Estimates Random Effects Subject: Variable 10 (Level 1) Variable 11 (Level 1) Variable 12 (Level 1) Variable 3 (Level 1) 2.1561 3.7946 Variable 3 (Level 2) 1.8951 3.9284 Variable 4 (Level 1) 0.6496 3.1617 Subject: Variable 10 (Level 1) Variable 11 (Level 1) Variable 12 (Level 1) Variable 4 (Level 3) 0.7390 3.1424 Subject: Variable 10 (Level 2) Variable 11 (Level 1) Variable 12 (Level 1) Variable 3 (Level 1) 1.4216 3.3773 Variable 3 (Level 2) -2.8921 3.3953 Variable 4 (Level 1) 3.6789 2.3162 Variable 4 (Level 2) -1.9742 2.3887 Variable 4 (Level 3) -2.2088 2.0697 Subject: Variable 10 (Level 1) Variable 11 (Level 2) Variable 12 (Level 1) Variable 3 (Level 1) -2.9659 3.9127 Variable 3 (Level 2) 2.7951 4.7183 Variable 4 (Level 1) -4.7330 2.3094 Variable 4 (Level 2) 5.5161 2.2330 Variable 4 (Level 3) -0.8417 2.3826 Subject: Variable 10 (Level 2) Variable 11 (Level 2) Variable 12 (Level 1) Variable 3 (Level 1) 4.2202 3.6675 Variable 3 (Level 2) -4.3883 3.4424 Variable 4 (Level 1) -1.1391 3.2187 Variable 4 (Level 2) 1.0814 3.0654 Subject: Variable 10 (Level 1) Variable 11 (Level 3) Variable 12 (Level 1) Variable 3 (Level 1) 0.3391 4.0647 Variable 3 (Level 2) 0.1502 3.4787 Variable 4 (Level 1) -1.0026 2.4363 Subject: Variable 10 (Level 1) Variable 11 (Level 3) Variable 12 (Level 1) Variable 4 (Level 3) 1.1703 2.6365 Subject: Variable 10 (Level 2) Variable 11 (Level 3) Variable 12 (Level 1) Variable 3 (Level 1) 1.2658 3.4819 Variable 3 (Level 2) -1.5356 3.9097 Subject: Variable 10 (Level 2) Variable 11 (Level 3) Variable 12 (Level 1) Variable 4 (Level 2) 0.7992 2.7902 Variable 4 (Level 3) -0.8916 2.8763 Subject: Variable 11 (Level 1) Variable 12 (Level 1) Variable 5 (Level 1) -0.4885 2.8206 Variable 5 (Level 2) 1.8829 2.7530 Variable 6 (Level 1) 0.9249 3.7747 Variable 6 (Level 2) -2.3568 3.1624 Variable 6 (Level 3) 4.3117 3.1474 Subject: Variable 11 (Level 2) Variable 12 (Level 1) Variable 5 (Level 1) 1.3898 2.9362 Variable 5 (Level 2) -1.5729 2.8909 Variable 6 (Level 1) 0.2111 3.9967 Variable 6 (Level 2) -3.7083 4.2866 Variable 6 (Level 3) 3.1190 4.7983 Subject: Variable 11 (Level 3) Variable 12 (Level 1) Variable 5 (Level 1) 1.7352 3.1370 Variable 5 (Level 2) -1.6165 3.1713 Variable 6 (Level 1) -1.1102 3.9374 Variable 6 (Level 2) 4.4877 3.6980 Variable 6 (Level 3) -3.1325 3.1966 Subject: Variable 12 (Level 1) Variable 7 0.6827 0.5060 Variable 8 (Level 1) 1.5964 1.3206 Variable 8 (Level 2) -0.7533 1.5663 Variable 8 (Level 3) 0.4035 1.6840 Variable 8 (Level 4) -0.8523 1.7518 Variable 9 (Level 1) 0.5699 1.6236 Variable 9 (Level 2) 0.0012 1.9111 Variable 9 (Level 3) -0.2850 1.9245 Variable 9 (Level 4) 0.4468 2.0329 Variable 9 (Level 5) 0.0030 2.1390 Subject: Variable 10 (Level 1) Variable 11 (Level 1) Variable 12 (Level 2) Variable 3 (Level 1) 6.2551 3.3595 Variable 3 (Level 2) 5.6085 3.4127 Subject: Variable 10 (Level 1) Variable 11 (Level 1) Variable 12 (Level 2) Variable 4 (Level 2) 2.6922 2.7542 Variable 4 (Level 3) 1.3742 2.8068 Subject: Variable 10 (Level 2) Variable 11 (Level 1) Variable 12 (Level 2) Variable 3 (Level 1) 1.5647 3.8353 Variable 3 (Level 2) -2.7565 3.9041 Variable 4 (Level 1) -0.8621 2.8257 Subject: Variable 10 (Level 2) Variable 11 (Level 1) Variable 12 (Level 2) Variable 4 (Level 3) 0.4536 2.8070 Subject: Variable 10 (Level 1) Variable 11 (Level 2) Variable 12 (Level 2) Variable 3 (Level 1) -10.1544 3.3433 Variable 3 (Level 2) 3.2446 4.1221 Variable 4 (Level 1) -2.9419 2.3508 Variable 4 (Level 2) 0.2510 3.0675 Variable 4 (Level 3) 0.3224 2.9710 Subject: Variable 10 (Level 2) Variable 11 (Level 2) Variable 12 (Level 2) Variable 3 (Level 1) -1.3577 3.1925 Variable 3 (Level 2) 8.1277 3.9975 Variable 4 (Level 1) -0.4290 2.4578 Variable 4 (Level 2) 2.7495 2.5821 Subject: Variable 10 (Level 1) Variable 11 (Level 3) Variable 12 (Level 2) Variable 3 (Level 1) 4.8432 4.0069 Variable 3 (Level 2) 0.0370 3.6006 Variable 4 (Level 1) 3.0713 2.2706 Variable 4 (Level 2) -1.8899 2.4756 Variable 4 (Level 3) 0.4914 2.2914 Subject: Variable 10 (Level 2) Variable 11 (Level 3) Variable 12 (Level 2) Variable 3 (Level 1) -4.4766 3.3355 Variable 3 (Level 2) -3.7936 4.0759 Variable 4 (Level 1) -0.5459 2.7097 Variable 4 (Level 2) -1.5619 2.7412 Variable 4 (Level 3) -0.7269 2.9735 Subject: Variable 11 (Level 1) Variable 12 (Level 2) Variable 5 (Level 1) 4.8653 3.0706 Variable 5 (Level 2) 0.9011 3.0696 Variable 6 (Level 1) 6.9277 3.8411 Variable 6 (Level 2) -1.3108 3.1667 Variable 6 (Level 3) 6.2916 3.5327 Subject: Variable 11 (Level 2) Variable 12 (Level 2) Variable 5 (Level 1) -0.4047 3.0956 Variable 5 (Level 2) 0.3291 3.0784 Variable 6 (Level 1) 6.9096 3.3073 Variable 6 (Level 2) -1.0680 3.6213 Variable 6 (Level 3) -5.9977 3.7299 Subject: Variable 11 (Level 3) Variable 12 (Level 2) Variable 5 (Level 1) -1.0925 3.0994 Variable 5 (Level 2) -0.7392 2.9900 Variable 6 (Level 1) 2.7758 3.8748 Variable 6 (Level 2) -6.3526 3.3014 Variable 6 (Level 3) -0.2060 3.6481 Subject: Variable 12 (Level 2) Variable 7 0.1711 0.5785 Variable 8 (Level 1) 1.7186 1.9143 Variable 8 (Level 2) -0.6768 1.7352 Variable 8 (Level 3) -0.0439 1.6395 Variable 8 (Level 4) 0.1463 1.5358 Variable 9 (Level 1) 0.9761 2.3930 Variable 9 (Level 2) 6.5436 1.8193 Variable 9 (Level 3) -1.5504 1.8527 Variable 9 (Level 4) 0.1047 2.0244 Variable 9 (Level 5) -3.9386 1.7937 Subject: Variable 10 (Level 1) Variable 11 (Level 1) Variable 12 (Level 3) Variable 3 (Level 1) 10.6802 3.2596 Variable 3 (Level 2) -1.0290 3.7842 Variable 4 (Level 1) -2.8612 2.2917 Variable 4 (Level 2) 3.9265 2.8934 Variable 4 (Level 3) 2.2427 2.3737 Subject: Variable 10 (Level 2) Variable 11 (Level 1) Variable 12 (Level 3) Variable 3 (Level 1) -6.2076 3.3642 Variable 3 (Level 2) -8.7670 3.8463 Variable 4 (Level 1) -2.9251 2.4657 Subject: Variable 10 (Level 2) Variable 11 (Level 1) Variable 12 (Level 3) Variable 4 (Level 3) -2.2077 2.3743 Subject: Variable 10 (Level 1) Variable 11 (Level 2) Variable 12 (Level 3) Variable 3 (Level 1) -3.3334 3.4665 Variable 3 (Level 2) -0.3111 3.2650 Variable 4 (Level 1) 1.5131 2.4890 Variable 4 (Level 2) -3.0345 3.0562 Variable 4 (Level 3) 0.2722 2.8300 Subject: Variable 10 (Level 2) Variable 11 (Level 2) Variable 12 (Level 3) Variable 3 (Level 1) 6.5905 4.0386 Variable 3 (Level 2) -5.3168 3.4549 Variable 4 (Level 1) -3.5280 2.9663 Variable 4 (Level 2) 1.7056 2.9293 Variable 4 (Level 3) 2.2590 3.1780 Subject: Variable 10 (Level 1) Variable 11 (Level 3) Variable 12 (Level 3) Variable 3 (Level 1) 8.1889 4.1429 Variable 3 (Level 2) -1.5388 3.3333 Variable 4 (Level 1) 3.4338 2.6376 Subject: Variable 10 (Level 1) Variable 11 (Level 3) Variable 12 (Level 3) Variable 4 (Level 3) -1.1544 2.9885 Subject: Variable 10 (Level 2) Variable 11 (Level 3) Variable 12 (Level 3) Variable 3 (Level 1) -4.4243 4.0049 Variable 3 (Level 2) -4.1349 3.1248 Variable 4 (Level 1) 1.0460 2.6550 Variable 4 (Level 2) -4.4844 2.2843 Variable 4 (Level 3) 0.5046 2.6926 Subject: Variable 11 (Level 1) Variable 12 (Level 3) Variable 5 (Level 1) 5.3030 3.0278 Variable 5 (Level 2) -8.1794 3.1335 Variable 6 (Level 1) -0.8188 3.7810 Variable 6 (Level 2) -2.5078 3.1514 Variable 6 (Level 3) -2.6138 3.4600 Subject: Variable 11 (Level 2) Variable 12 (Level 3) Variable 5 (Level 1) 4.3331 3.1489 Variable 5 (Level 2) -5.6142 3.1649 Variable 6 (Level 1) -5.8804 3.1770 Variable 6 (Level 2) 5.4265 3.3006 Variable 6 (Level 3) -2.1917 3.2156 Subject: Variable 11 (Level 3) Variable 12 (Level 3) Variable 5 (Level 1) 0.4305 2.9144 Variable 5 (Level 2) -1.4620 3.0119 Variable 6 (Level 1) 14.3595 3.9254 Variable 6 (Level 2) -5.2399 3.3099 Variable 6 (Level 3) -11.2498 3.2212 Subject: Variable 12 (Level 3) Variable 7 -0.3839 0.6755 Variable 8 (Level 1) 2.7549 1.6017 Variable 8 (Level 2) 0.4377 1.8826 Variable 8 (Level 3) -0.2261 1.9909 Variable 8 (Level 4) -4.5051 1.5398 Variable 9 (Level 1) -4.7091 2.1458 Variable 9 (Level 2) 3.7940 1.9872 Variable 9 (Level 3) -1.7994 1.8614 Variable 9 (Level 4) 0.4480 1.9016 Variable 9 (Level 5) -0.6047 2.4729 Fixed Effects Intercept 1.6433 2.4596 Variable 1 (Level 2) -1.6224 0.8549 Variable 2 (Level 2) -2.4817 1.1414 Variable 2 (Level 3) 0.4624 1.2133 Variance Components Estimate Parameter Subject 36.32491 Variable 3 Variables 10 11 12 12.45090 Variable 4 Variables 10 11 12 19.62767 Variable 5 Variables 11 12 40.53480 Variable 6 Variables 11 12 0.56320 Variable 7 Variables 12 5.81968 Variable 8 Variables 12 10.86069 Variable 9 Variables 12 SIGMA**2 = 0.00239 -2LOG LIKELIHOOD = 608.19449