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]
All associated links for this package
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
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
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  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns