CRAN/E | ITRSelect

ITRSelect

Variable Selection for Optimal Individualized Dynamic Treatment Regime

Installation

About

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.

Citation ITRSelect citation info

Key Metrics

Version 1.0-1
Published 2018-09-24 2050 days ago
Needs compilation? yes
License GPL-2
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Maintainer

Maintainer

Chengchun Shi

cshi4@ncsu.edu

Authors

Chengchun Shi
Ailin Fan
Rui Song
Wenbin Lu

Material

NEWS
Reference manual
Package source

In Views

CausalInference

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ITRSelect archive

Imports

Formula
Rglpk
ncvreg
Matrix
svMisc