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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.
Getting started
Browse package contents
Package details |
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| Author | Chengchun Shi, Ailin Fan, Rui Song and Wenbin Lu |
| Maintainer | Chengchun Shi <cshi4@ncsu.edu> |
| License | GPL-2 |
| Version | 1.0-1 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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