Description Details Author(s) References
Sequential advantage selection (SAS) and penalized A-learning (PAL) methods are implement for selecting important variables involved in optimal individualized (dynamic) treatment regime in both single-stage or multi-stage studies.
Package: | ITRSelect |
Type: | Package |
Version: | 1.0 |
Date: | 2018-04-19 |
License: | GPL-2 |
Chengchun Shi, Ailin Fan, Rui Song, Wenbin Lu
Maintainer: Chengchun Shi <cshi4@ncsu.edu>
Shi, C. and Fan, A. and Song, R. and Lu, W. (2018) High-Dimensional A-Learing for Optimal Dynamic Treatment Regimes. Annals of Statistics, 46: 925-957.
Fan, A. and Lu, W. and Song, R. (2016) Sequential Advantage Selection for Optimal Treatment Regime. Annals of Applied Statistics, 10: 32-53.
Shi, C. and Song, R. and Lu, W. (2018) Concordance and Value Information Criteria for Optimal Treatment Decision. Under review.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.