Other packages > Find by keyword >

dipw  

Debiased Inverse Propensity Score Weighting
View on CRAN: Click here


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

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

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



Attach the package and use:
library("dipw")
Maintained by
Yuhao Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-30
Latest Update: 2020-11-30
Description:
Estimation of the average treatment effect when controlling for high-dimensional confounders using debiased inverse propensity score weighting (DIPW). DIPW relies on the propensity score following a sparse logistic regression model, but the regression curves are not required to be estimable. Despite this, our package also allows the users to estimate the regression curves and take the estimated curves as input to our methods. Details of the methodology can be found in Yuhao Wang and Rajen D. Shah (2020) "Debiased Inverse Propensity Score Weighting for Estimation of Average Treatment Effects with High-Dimensional Confounders" . The package relies on the optimisation software 'MOSEK' which must be installed separately; see the documentation for 'Rmosek'.
How to cite:
Yuhao Wang (2020). dipw: Debiased Inverse Propensity Score Weighting. R package version 0.1.0, https://cran.r-project.org/web/packages/dipw. Accessed 26 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited dipw R package
View dipw citation profile
Other R packages that dipw depends, imports, suggests or enhances
Complete documentation for dipw
Functions, R codes and Examples using the dipw R package
Some associated functions: dipw.ate . dipw.mean . 
Some associated R codes: dipw.R .  Full dipw package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

infotheo  
Information-Theoretic Measures
Implements various measures of information theory based on several entropy estimators. ...
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  
poptrend  
Estimate Smooth and Linear Trends from Population Count Survey Data
Functions to estimate and plot smooth or linear population trends, or population indices, from anim ...
Download / Learn more Package Citations See dependency  
tactile  
New and Extended Plots, Methods, and Panel Functions for 'lattice'
Extensions to 'lattice', providing new high-level functions, methods for existing functions, panel f ...
Download / Learn more Package Citations See dependency  
colormap  
Color Palettes using Colormaps Node Module
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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