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| ITRSelect-package | Variable Selection for Optimal Individualized Dynamic Treatment Regime |
| ITRSelect | Variable Selection for Optimal Individualized Dynamic Treatment Regime |
| PAL | Penalized A-learning for optimal dynamic treatment regime |
| PAL.control | Control parameters for penalized A-learning |
| PAL.fit | Penalized A-learning for optimal dynamic treatment regime |
| SAS | Sequential advantage selection for optimal dynamic treatment regime |
| SAS.fit | Sequential advantage selection for optimal dynamic treatment regime |
| SSTARD.onestage | Simulated single-stage dataset from the STAR*D study |
| SSTARD.twostage | Simulated two-stage dataset from the STAR*D study |
| TR | Individualized treatment regime based on PAL or SAS. |