Research Article
Robust Group Identification and Variable Selection in Regression
Table 6
The
and the effective model size values for the methods under consideration based on the NCAA sport data.
| | Methods | Outliers% | | 0 | 5 | 10 | 15 | 20 |
| | PACS | 1 | 0.9033 | 0.8069 | 0.4112 | 0.1345 | | RPACS.KN | 0.9843 | 0.9839 | 0.9530 | 0.9019 | 0.8499 | | RPACS.SP | 0.9840 | 0.9837 | 0.9526 | 0.9006 | 0.8490 | | RPACS.FCH | 0.9850 | 0.9846 | 0.9843 | 0.9841 | 0.9839 | | RPACS.RMVN | 0.9856 | 0.9852 | 0.9850 | 0.9847 | 0.9845 |
| | The effective model size | PACS | 5 | 6 | 7 | 9 | 10 | | RPACS.KN | 5 | 5 | 6 | 6 | 7 | | RPACS.SP | 5 | 5 | 6 | 6 | 7 | | RPACS.FCH | 5 | 5 | 5 | 5 | 5 | | RPACS.RMVN | 5 | 5 | 5 | 5 | 5 |
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