Other packages > Find by keyword >

ivitr  

Estimate IV-Optimal Individualized Treatment Rules
View on CRAN: Click here


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

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

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



Attach the package and use:
library("ivitr")
Maintained by
Bo Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-09-11
Latest Update: 2020-09-11
Description:
A method that estimates an IV-optimal individualized treatment rule. An individualized treatment rule is said to be IV-optimal if it minimizes the maximum risk with respect to the putative IV and the set of IV identification assumptions. Please refer to for more details on the methodology and some theory underpinning the method. Function IV-PILE() uses functions in the package 'locClass'. Package 'locClass' can be accessed and installed from the 'R-Forge' repository via the following link: . Alternatively, one can install the package by entering the following in R: 'install.packages("locClass", repos="")'.
How to cite:
Bo Zhang (2020). ivitr: Estimate IV-Optimal Individualized Treatment Rules. R package version 0.1.0, https://cran.r-project.org/web/packages/ivitr. Accessed 03 Jul. 2026.
Previous versions and publish date:
0.1.0 (2020-09-11 10:40)
Other packages that cited ivitr R package
View ivitr citation profile
Other R packages that ivitr depends, imports, suggests or enhances
Complete documentation for ivitr
Functions, R codes and Examples using the ivitr R package
Some associated functions: IV_PILE . dt_Rouse . estimate_BP_bound . estimate_Sid_bound . 
Some associated R codes: IV_PILE.R . dt_Rouse.R . estimate_BP_bound.R . estimate_Sid_bound.R .  Full ivitr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

MANOVA.RM  
Resampling-Based Analysis of Multivariate Data and Repeated Measures Designs
Implemented are various tests for semi-parametric repeated measures and general MANOVA designs that ...
Download / Learn more Package Citations See dependency  
tabbycat  
Tabulate and Summarise Categorical Data
Functions for tabulating and summarising categorical variables. Most functions are designed to work ...
Download / Learn more Package Citations See dependency  
GaussSuppression  
Tabular Data Suppression using Gaussian Elimination
A statistical disclosure control tool to protect tables by suppression using the Gaussian eliminati ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
reportROC  
An Easy Way to Report ROC Analysis
Provides an easy way to report the results of ROC analysis, including: 1. an ROC curve. 2. the val ...
Download / Learn more Package Citations See dependency  
gap.datasets  
Datasets for 'gap'
Datasets associated with the 'gap' package. Currently, it includes an example data for regional ass ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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