Other packages > Find by keyword >

ITRSelect  

Variable Selection for Optimal Individualized Dynamic Treatment Regime
View on CRAN: Click here


Download and install ITRSelect package within the R console
Install from CRAN:
install.packages("ITRSelect")

Install from Github:
library("remotes")
install_github("cran/ITRSelect")

Install by package version:
library("remotes")
install_version("ITRSelect", "1.0-1")



Attach the package and use:
library("ITRSelect")
Maintained by
Chengchun Shi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-04-30
Latest Update:
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.
How to cite:
Chengchun Shi (2018). ITRSelect: Variable Selection for Optimal Individualized Dynamic Treatment Regime. R package version 1.0-1, https://cran.r-project.org/web/packages/ITRSelect. Accessed 12 Aug. 2026.
Previous versions and publish date:
1.0-1 (2018-09-24 06:20), 1.0 (2018-04-30 20:08), (2026-07-09 08:07)
Other packages that cited ITRSelect R package
View ITRSelect citation profile
Other R packages that ITRSelect depends, imports, suggests or enhances
Functions, R codes and Examples using the ITRSelect R package
Some associated functions: ITRSelect-package . PAL.control . PAL . SAS . SSTARD.onestage . SSTARD.twostage . TR . 
Some associated R codes: PAL.R . PAL.control.R . PAL.fit.R . SAS.R . SAS.fit.R . TR.R .  Full ITRSelect package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

keyplayer  
Locating Key Players in Social Networks
Computes group centrality scores and identifies the most central group of players in a network. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
flexdashboard  
R Markdown Format for Flexible Dashboards
Format for converting an R Markdown document to a grid oriented dashboard. The dashboard flexibly a ...
Download / Learn more Package Citations See dependency  
spatstat.random  
Random Generation Functionality for the 'spatstat' Family
Functionality for random generation of spatial data in the 'spatstat' family of packages. Generate ...
Download / Learn more Package Citations See dependency  
quickcheck  
Property Based Testing
Property based testing, inspired by the original 'QuickCheck'. This package builds on the property ...
Download / Learn more Package Citations See dependency  
ipdw  
Spatial Interpolation by Inverse Path Distance Weighting
Functions are provided to interpolate geo-referenced point data via Inverse Path Distance Weighting ...
Download / Learn more Package Citations See dependency  

28,313

R Packages

239,283

Dependencies

74,752

Author Associations

28,314

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA