Other packages > Find by keyword >

rmpw  

Causal Mediation Analysis Using Weighting Approach
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rmpw", "0.0.6")



Attach the package and use:
library("rmpw")
Maintained by
Xu Qin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-02-27
Latest Update: 2024-03-06
Description:
We implement causal mediation analysis using the methods proposed by Hong (2010) and Hong, Deutsch & Hill (2015) . It allows the estimation and hypothesis testing of causal mediation effects through ratio of mediator probability weights (RMPW). This strategy conveniently relaxes the assumption of no treatment-by-mediator interaction while greatly simplifying the outcome model specification without invoking strong distributional assumptions. We also implement a sensitivity analysis by extending the RMPW method to assess potential bias in the presence of omitted pretreatment or posttreatment covariates. The sensitivity analysis strategy was proposed by Hong, Qin, and Yang (2018) .
How to cite:
Xu Qin (2017). rmpw: Causal Mediation Analysis Using Weighting Approach. R package version 0.0.6, https://cran.r-project.org/web/packages/rmpw. Accessed 07 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:52), 0.0.1 (2017-02-27 10:05), 0.0.2 (2017-12-21 22:16), 0.0.3 (2018-01-04 16:44), 0.0.4 (2018-07-18 15:40), 0.0.5 (2024-03-06 05:50)
Other packages that cited rmpw R package
View rmpw citation profile
Other R packages that rmpw depends, imports, suggests or enhances
Complete documentation for rmpw
Functions, R codes and Examples using the rmpw R package
Some associated functions: Riverside . rmpw . sensitivity . sensitivity.plot . 
Some associated R codes: rmpw.R .  Full rmpw package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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