Other packages > Find by keyword >

AIPW  

Augmented Inverse Probability Weighting
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("AIPW", "0.6.9.2")



Attach the package and use:
library("AIPW")
Maintained by
Yongqi Zhong
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-11
Latest Update: 2025-04-05
Description:
The 'AIPW' pacakge implements the augmented inverse probability weighting, a doubly robust estimator, for average causal effect estimation with user-defined stacked machine learning algorithms. To cite the 'AIPW' package, please use: "Yongqi Zhong, Edward H. Kennedy, Lisa M. Bodnar, Ashley I. Naimi (2021, In Press). AIPW: An R Package for Augmented Inverse Probability Weighted Estimation of Average Causal Effects. American Journal of Epidemiology". Visit: for more information.
How to cite:
Yongqi Zhong (2021). AIPW: Augmented Inverse Probability Weighting. R package version 0.6.9.2, https://cran.r-project.org/web/packages/AIPW. Accessed 26 Aug. 2026.
Previous versions and publish date:
0.6.3.2 (2021-06-11 11:30), 0.6.9.2 (2025-04-05 19:10), (2026-07-09 07:56)
Other packages that cited AIPW R package
View AIPW citation profile
Other R packages that AIPW depends, imports, suggests or enhances
Complete documentation for AIPW
Functions, R codes and Examples using the AIPW R package
Some associated functions: AIPW . AIPW_base . AIPW_nuis . AIPW_tmle . aipw_wrapper . eager_sim_obs . eager_sim_rct . fit . plot.ip_weights . plot.p_score . stratified_fit . summary . 
Some associated R codes: AIPW.R . AIPW_base.R . AIPW_nuis.R . AIPW_tmle.R . aipw_wrapper.R . data.R . util.R . zzz.R .  Full AIPW package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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