Other packages > Find by keyword >

visaOTR  

Valid Improved Sparsity A-Learning for Optimal Treatment Decision
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("visaOTR", "0.1.0")



Attach the package and use:
library("visaOTR")
Maintained by
Zishu Zhan
[Scholar Profile | Author Map]
First Published: 2022-07-08
Latest Update: 2022-07-08
Description:
Valid Improved Sparsity A-Learning (VISA) provides a new method for selecting important variables involved in optimal treatment regime from a multiply robust perspective. The VISA estimator achieves its success by borrowing the strengths of both model averaging (ARM, Yuhong Yang, 2001) <doi:10.1198/016214501753168262> and variable selection (PAL, Chengchun Shi, Ailin Fan, Rui Song and Wenbin Lu, 2018) <doi:10.1214/17-AOS1570>. The package is an implementation of Zishu Zhan and Jingxiao Zhang. (2022+).
How to cite:
Zishu Zhan (2022). visaOTR: Valid Improved Sparsity A-Learning for Optimal Treatment Decision. R package version 0.1.0, https://cran.r-project.org/web/packages/visaOTR. Accessed 11 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited visaOTR R package
View visaOTR citation profile
Other R packages that visaOTR depends, imports, suggests or enhances
Complete documentation for visaOTR
Functions, R codes and Examples using the visaOTR R package
Some associated functions: visa.est . visa_SimuData . 
Some associated R codes: tools.R . visa.est.R . visa.mix.R . visa.weight.R . visa_SimuData.R .  Full visaOTR package functions and examples
Downloads during the last 30 days
03/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2403/2503/2603/2703/2803/3003/3104/0104/0204/0404/0504/0604/0704/0804/0904/10Downloads for visaOTR12345678910TrendBars

Today's Hot Picks in Authors and Packages

multIntTestFunc  
Provides Test Functions for Multivariate Integration
Provides implementations of functions that can be used to test multivariate integration routines. T ...
Download / Learn more Package Citations See dependency  
extrafrail  
Estimation and Additional Tools for Alternative Shared Frailty Models
Provide estimation and data generation tools for some new multivariate frailty models. This version ...
Download / Learn more Package Citations See dependency  
Rwtss  
Client for Web Time-Series Service
Allows remote access to satellite image time series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency  
GenAlgo  
Classes and Methods to Use Genetic Algorithms for Feature Selection
Defines classes and methods that can be used to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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