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 02 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:50), 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

recmap  
Compute the Rectangular Statistical Cartogram
Implements the RecMap MP2 construction heuristic . This algorithm draw ...
Download / Learn more Package Citations See dependency  
ggsci  
Scientific Journal and Sci-Fi Themed Color Palettes for 'ggplot2'
A collection of 'ggplot2' color palettes inspired by plots in scientific journals, data visualizati ...
Download / Learn more Package Citations See dependency  
multicmp  
Flexible Modeling of Multivariate Count Data via the Multivariate Conway-Maxwell-Poisson Distribution
A toolkit containing statistical analysis models motivated by multivariate forms of the Conway-Maxwe ...
Download / Learn more Package Citations See dependency  
VIM  
Visualization and Imputation of Missing Values
New tools for the visualization of missing and/or imputed values are introduced, which can be used f ...
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  

28,437

R Packages

239,283

Dependencies

75,283

Author Associations

28,438

Publication Badges

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