Variable Selection for Optimal Individualized Dynamic Treatment
Regime
Description
Sequential advantage selection (SAS, Fan, Lu and Song, 2016)
and penalized A-learning (PAL, Shi, et al., 2018) methods are implement for selecting
important variables involved in optimal individualized (dynamic) treatment regime in
both single-stage or multi-stage studies.