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]
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 11 Apr. 2025.
Previous versions and publish date:
No previous versions
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
03/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/09Downloads for ivitr024681012141618202224TrendBars

Today's Hot Picks in Authors and Packages

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  
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  
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  
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  

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