NAG Library Manual, Mark 28.5
Interfaces:  FL   CL   CPP   AD 

NAG FL Interface Introduction
Example description

 G02JFF Example Program Results

 Number of observations           = 90
 Total number of random factors   = 159
 Total number of fixed factors    = 4
 Rank of X                        = 4
 Effective N                      = 90
 -2Log Likelihood                 = 617.1197
 Sigma**2                         = 0.0004
 Parameter Estimates

 Random Effects
 Parameter                        Estimate     Standard Error
 F03_1.F10_1.F11_1.F12_1           2.1566         3.7320
 F03_1.F10_1.F11_2.F12_1          -3.1562         3.8624
 F03_1.F10_1.F11_3.F12_1           0.4216         4.0146
 F03_1.F10_2.F11_1.F12_1           1.4448         3.3293
 F03_1.F10_2.F11_2.F12_1           4.3449         3.6258
 F03_1.F10_2.F11_3.F12_1           1.2785         3.4331
 F03_2.F10_1.F11_1.F12_1           1.7769         3.8543
 F03_2.F10_1.F11_2.F12_1           2.8856         4.6985
 F03_2.F10_1.F11_3.F12_1           0.2268         3.4265
 F03_2.F10_2.F11_1.F12_1          -2.8634         3.3533
 F03_2.F10_2.F11_2.F12_1          -4.4285         3.4096
 F03_2.F10_2.F11_3.F12_1          -1.6652         3.8605
 F04_1.F10_1.F11_1.F12_1           0.5583         3.0508
 F04_1.F10_1.F11_2.F12_1          -4.6811         2.2236
 F04_1.F10_1.F11_3.F12_1          -1.0626         2.3505
 F04_1.F10_2.F11_1.F12_1           3.6811         2.2253
 F04_1.F10_2.F11_2.F12_1          -1.0798         3.1008
 F04_2.F10_1.F11_2.F12_1           5.5794         2.1390
 F04_2.F10_2.F11_1.F12_1          -1.9988         2.2929
 F04_2.F10_2.F11_2.F12_1           1.0536         2.9612
 F04_2.F10_2.F11_3.F12_1           0.7332         2.6958
 F04_3.F10_1.F11_1.F12_1           0.6776         3.0358
 F04_3.F10_1.F11_2.F12_1          -0.9832         2.2841
 F04_3.F10_1.F11_3.F12_1           1.2664         2.5276
 F04_3.F10_2.F11_1.F12_1          -2.1281         1.9896
 F04_3.F10_2.F11_3.F12_1          -0.8547         2.7819
 F05_1.F11_1.F12_1                -0.5540         2.8120
 F05_1.F11_2.F12_1                 1.5151         2.9154
 F05_1.F11_3.F12_1                 1.7892         3.1214
 F05_2.F11_1.F12_1                 1.9179         2.7500
 F05_2.F11_2.F12_1                -1.7072         2.8715
 F05_2.F11_3.F12_1                -1.6473         3.1579
 F06_1.F11_1.F12_1                 0.6925         3.6813
 F06_1.F11_2.F12_1                 0.2154         3.9398
 F06_1.F11_3.F12_1                -1.2268         3.8853
 F06_2.F11_1.F12_1                -2.2632         3.1202
 F06_2.F11_2.F12_1                -3.7591         4.2153
 F06_2.F11_3.F12_1                 4.6247         3.6412
 F06_3.F11_1.F12_1                 4.3216         3.1131
 F06_3.F11_2.F12_1                 3.1563         4.7621
 F06_3.F11_3.F12_1                -3.1117         3.1648
 F07.F12_1                         0.6016         0.4634
 F08_1.F12_1                       1.5887         1.2518
 F08_2.F12_1                      -0.7951         1.4856
 F08_3.F12_1                       0.3798         1.6037
 F08_4.F12_1                      -0.8295         1.6629
 F09_1.F12_1                       0.5197         1.5510
 F09_2.F12_1                       0.0156         1.8248
 F09_3.F12_1                      -0.1723         1.8271
 F09_4.F12_1                       0.4305         1.9494
 F09_5.F12_1                      -0.1412         2.0379
 F03_1.F10_1.F11_1.F12_2           6.3424         3.3173
 F03_1.F10_1.F11_2.F12_2         -10.2379         3.2977
 F03_1.F10_1.F11_3.F12_2           4.9485         3.9465
 F03_1.F10_2.F11_1.F12_2           1.6342         3.7874
 F03_1.F10_2.F11_2.F12_2          -1.3161         3.1545
 F03_1.F10_2.F11_3.F12_2          -4.5419         3.2940
 F03_2.F10_1.F11_1.F12_2           5.7538         3.3626
 F03_2.F10_1.F11_2.F12_2           3.2457         4.0593
 F03_2.F10_1.F11_3.F12_2           0.0987         3.5531
 F03_2.F10_2.F11_1.F12_2          -2.8693         3.8549
 F03_2.F10_2.F11_2.F12_2           8.2719         3.9322
 F03_2.F10_2.F11_3.F12_2          -3.9095         4.0163
 F04_1.F10_1.F11_2.F12_2          -2.8362         2.2599
 F04_1.F10_1.F11_3.F12_2           3.0791         2.1790
 F04_1.F10_2.F11_1.F12_2          -0.9274         2.7266
 F04_1.F10_2.F11_2.F12_2          -0.4813         2.3705
 F04_1.F10_2.F11_3.F12_2          -0.4456         2.6194
 F04_2.F10_1.F11_1.F12_2           2.5053         2.6520
 F04_2.F10_1.F11_2.F12_2           0.2805         2.9513
 F04_2.F10_1.F11_3.F12_2          -1.9469         2.3796
 F04_2.F10_2.F11_2.F12_2           2.6668         2.4832
 F04_2.F10_2.F11_3.F12_2          -1.5462         2.6514
 F04_3.F10_1.F11_1.F12_2           1.2953         2.6978
 F04_3.F10_1.F11_2.F12_2           0.3587         2.8663
 F04_3.F10_1.F11_3.F12_2           0.4536         2.1984
 F04_3.F10_2.F11_1.F12_2           0.5394         2.7100
 F04_3.F10_2.F11_3.F12_2          -0.6636         2.8738
 F05_1.F11_1.F12_2                 4.9921         3.0570
 F05_1.F11_2.F12_2                -0.3947         3.0751
 F05_1.F11_3.F12_2                -1.0471         3.0732
 F05_2.F11_1.F12_2                 0.8986         3.0576
 F05_2.F11_2.F12_2                 0.3750         3.0579
 F05_2.F11_3.F12_2                -0.7991         2.9597
 F06_1.F11_1.F12_2                 7.0091         3.7851
 F06_1.F11_2.F12_2                 6.9902         3.2654
 F06_1.F11_3.F12_2                 2.7549         3.8142
 F06_2.F11_1.F12_2                -1.3173         3.1348
 F06_2.F11_2.F12_2                -1.0683         3.5699
 F06_2.F11_3.F12_2                -6.3441         3.2624
 F06_3.F11_1.F12_2                 6.1881         3.4928
 F06_3.F11_2.F12_2                -5.9617         3.6688
 F06_3.F11_3.F12_2                -0.1341         3.5956
 F07.F12_2                         0.1533         0.5196
 F08_1.F12_2                       1.6630         1.8224
 F08_2.F12_2                      -0.6835         1.6502
 F08_3.F12_2                      -0.0959         1.5604
 F08_4.F12_2                       0.1696         1.4537
 F09_1.F12_2                       1.0203         2.2901
 F09_2.F12_2                       6.4354         1.7420
 F09_3.F12_2                      -1.5942         1.7761
 F09_4.F12_2                       0.0955         1.9436
 F09_5.F12_2                      -3.9588         1.7124
 F03_1.F10_1.F11_1.F12_3          10.9751         3.2085
 F03_1.F10_1.F11_2.F12_3          -3.3222         3.4246
 F03_1.F10_1.F11_3.F12_3           8.5902         4.0894
 F03_1.F10_2.F11_1.F12_3          -6.2719         3.3190
 F03_1.F10_2.F11_2.F12_3           6.6372         3.9751
 F03_1.F10_2.F11_3.F12_3          -4.5747         3.9475
 F03_2.F10_1.F11_1.F12_3          -1.0674         3.7219
 F03_2.F10_1.F11_2.F12_3          -0.3111         3.2221
 F03_2.F10_1.F11_3.F12_3          -1.6058         3.2906
 F03_2.F10_2.F11_1.F12_3          -9.2923         3.7884
 F03_2.F10_2.F11_2.F12_3          -5.4249         3.4039
 F03_2.F10_2.F11_3.F12_3          -4.1752         3.0911
 F04_1.F10_1.F11_1.F12_3          -2.8350         2.2037
 F04_1.F10_1.F11_2.F12_3           1.6131         2.3970
 F04_1.F10_1.F11_3.F12_3           3.2575         2.5450
 F04_1.F10_2.F11_1.F12_3          -2.8586         2.3728
 F04_1.F10_2.F11_2.F12_3          -3.2357         2.8565
 F04_1.F10_2.F11_3.F12_3           1.0578         2.5496
 F04_2.F10_1.F11_1.F12_3           3.7075         2.7912
 F04_2.F10_1.F11_2.F12_3          -3.0099         2.9300
 F04_2.F10_2.F11_2.F12_3           1.5313         2.8232
 F04_2.F10_2.F11_3.F12_3          -4.4284         2.2029
 F04_3.F10_1.F11_1.F12_3           2.2405         2.2796
 F04_3.F10_1.F11_2.F12_3           0.2552         2.7229
 F04_3.F10_1.F11_3.F12_3          -1.0630         2.8692
 F04_3.F10_2.F11_1.F12_3          -2.0316         2.2895
 F04_3.F10_2.F11_2.F12_3           2.0854         3.0661
 F04_3.F10_2.F11_3.F12_3           0.6214         2.5884
 F05_1.F11_1.F12_3                 5.4387         3.0091
 F05_1.F11_2.F12_3                 4.4193         3.1282
 F05_1.F11_3.F12_3                 0.3594         2.9017
 F05_2.F11_1.F12_3                -8.5065         3.1099
 F05_2.F11_2.F12_3                -5.7324         3.1435
 F05_2.F11_3.F12_3                -1.3169         3.0004
 F06_1.F11_1.F12_3                -0.9179         3.7257
 F06_1.F11_2.F12_3                -5.9992         3.1431
 F06_1.F11_3.F12_3                14.5815         3.8519
 F06_2.F11_1.F12_3                -2.4920         3.1176
 F06_2.F11_2.F12_3                 5.5657         3.2599
 F06_2.F11_3.F12_3                -5.2262         3.2578
 F06_3.F11_1.F12_3                -2.7772         3.4083
 F06_3.F11_2.F12_3                -2.2147         3.1758
 F06_3.F11_3.F12_3               -11.2864         3.1821
 F07.F12_3                        -0.2970         0.5930
 F08_1.F12_3                       2.6255         1.5201
 F08_2.F12_3                       0.5048         1.7865
 F08_3.F12_3                      -0.1518         1.8905
 F08_4.F12_3                      -4.3754         1.4651
 F09_1.F12_3                      -4.4219         2.0532
 F09_2.F12_3                       3.7058         1.9085
 F09_3.F12_3                      -1.7524         1.7894
 F09_4.F12_3                       0.4339         1.8210
 F09_5.F12_3                      -0.6161         2.3700

 Fixed Effects
 Parameter                        Estimate     Standard Error
 Intercept                         1.5913         2.4106
 F01_2                            -1.5994         0.8183
 F02_2                            -2.3793         1.0996
 F02_3                             0.5328         1.1677

 Variance Components
 Component                        Estimate
 F03.F10.F11.F12                  36.3887
 F04.F10.F11.F12                  11.4332
 F05.F11.F12                      19.7359
 F06.F11.F12                      39.8017
 F07.F12                           0.4158
 F08.F12                           5.1644
 F09.F12                           9.7990