Other packages > Find by keyword >

MultisiteMediation  

Causal Mediation Analysis in Multisite Trials
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MultisiteMediation", "0.0.4")



Attach the package and use:
library("MultisiteMediation")
Maintained by
Xu Qin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-02-26
Latest Update: 2021-09-05
Description:
Multisite causal mediation analysis using the methods proposed by Qin and Hong (2017) , Qin, Hong, Deutsch, and Bein (2019) , and Qin, Deutsch, and Hong (2021) . It enables causal mediation analysis in multisite trials, in which individuals are assigned to a treatment or a control group at each site. It allows for estimation and hypothesis testing for not only the population average but also the between-site variance of direct and indirect effects transmitted through one single mediator or two concurrent (conditionally independent) mediators. This strategy conveniently relaxes the assumption of no treatment-by-mediator interaction while greatly simplifying the outcome model specification without invoking strong distributional assumptions. This package also provides a function that can further incorporate a sample weight and a nonresponse weight for multisite causal mediation analysis in the presence of complex sample and survey designs and non-random nonresponse, to enhance both the internal validity and external validity. The package also provides a weighting-based balance checking function for assessing the remaining overt bias.
How to cite:
Xu Qin (2017). MultisiteMediation: Causal Mediation Analysis in Multisite Trials. R package version 0.0.4, https://cran.r-project.org/web/packages/MultisiteMediation. Accessed 09 Sep. 2026.
Previous versions and publish date:
0.0.1 (2017-02-26 19:56), 0.0.2 (2018-06-15 09:28), 0.0.3 (2020-05-27 16:20), (2026-07-09 08:11)
Other packages that cited MultisiteMediation R package
View MultisiteMediation citation profile
Other R packages that MultisiteMediation depends, imports, suggests or enhances
Complete documentation for MultisiteMediation
Functions, R codes and Examples using the MultisiteMediation R package
Some associated functions: balance . msmediate.concurrent . msmediate . msmediate.weights . sim . sim.weights . vartest.msmediate.concurrent . vartest.msmediate . vartest.msmediate.weights . 
Some associated R codes: msmediate.R .  Full MultisiteMediation package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

febr  
Data Repository of the Brazilian Soil
Utilities to access and process data from the Data Repository of the Brazilian Soil ...
Download / Learn more Package Citations See dependency  
adea  
Alternate DEA Package
The meaning of adea is "alternate DEA". This package is devoted to provide the alternative method of ...
Download / Learn more Package Citations See dependency  
gpg  
GNU Privacy Guard for R
Bindings to GnuPG for working with OpenGPG (RFC4880) cryptographic methods. Includes utilities for ...
Download / Learn more Package Citations See dependency  
FixedPoint  
Algorithms for Finding Fixed Point Vectors of Functions
For functions that take and return vectors (or scalars), this package provides 8 algorithms for find ...
Download / Learn more Package Citations See dependency  
CenBAR  
Broken Adaptive Ridge AFT Model with Censored Data
Broken adaptive ridge estimator for censored data is used to select variables and estimate their co ...
Download / Learn more Package Citations See dependency  
attachment  
Deal with Dependencies
Manage dependencies during package development. This can retrieve all dependencies that are used in ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,476

Author Associations

28,481

Publication Badges

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