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. Accessed 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
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  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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