ITRSelect: Variable Selection for Optimal Individualized Dynamic Treatment Regime

Sequential advantage selection (SAS, Fan, Lu and Song, 2016) <arXiv:1405.5239> 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.

Package details

AuthorChengchun Shi, Ailin Fan, Rui Song and Wenbin Lu
MaintainerChengchun Shi <[email protected]>
Package repositoryView on CRAN
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ITRSelect documentation built on May 1, 2019, 10:56 p.m.