Table 2.
Simulation results for group variables consisting of continuous and categorical variables with G(X).
| τ | n | Method | % Corr. Group | % Corr. Individual | Group Size | Model Size | MSER |
|---|---|---|---|---|---|---|---|
| 0.1 | 600 | AGB-CQ | 0.776 | 0.500 | 3.737 | 5.354 | 4.061 |
| AGB-GB | 0.870 | 0.652 | 3.861 | 5.603 | 1.621 | ||
| GB | 0.536 | 0.136 | 3.348 | 5.485 | 8.226 | ||
| 900 | AGB-CQ | 0.952 | 0.809 | 3.955 | 5.835 | 3.216 | |
| AGB-GB | 0.989 | 0.913 | 3.989 | 5.934 | 1.344 | ||
| GB | 0.830 | 0.306 | 3.798 | 6.386 | 4.387 | ||
| 1200 | AGB-CQ | 0.990 | 0.910 | 3.998 | 5.940 | 3.283 | |
| AGB-GB | 0.999 | 0.973 | 4.001 | 5.989 | 1.248 | ||
| GB | 0.955 | 0.383 | 3.955 | 6.704 | 4.147 | ||
| 0.25 | 600 | AGB-CQ | 0.933 | 0.647 | 4.015 | 6.097 | 1.925 |
| AGB-GB | 0.955 | 0.768 | 4.023 | 6.098 | 1.421 | ||
| GB | 0.881 | 0.187 | 3.897 | 7.187 | 2.660 | ||
| 900 | AGB-CQ | 0.974 | 0.810 | 4.025 | 6.163 | 1.681 | |
| AGB-GB | 0.979 | 0.879 | 4.019 | 6.118 | 1.212 | ||
| GB | 0.979 | 0.220 | 3.997 | 7.393 | 2.484 | ||
| 1200 | AGB-CQ | 0.965 | 0.832 | 4.033 | 6.167 | 1.519 | |
| AGB-GB | 0.964 | 0.888 | 4.034 | 6.126 | 1.250 | ||
| GB | 0.991 | 0.264 | 4.005 | 7.370 | 2.730 |