Package: MultisiteMediation 0.0.1

Xu Qin

MultisiteMediation: Causal Mediation Analysis in Multisite Trials

We implement multisite causal mediation analysis using the methods proposed by Qin and Hong (in press). 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. This strategy conveniently relaxes the assumption of no treatment-by-mediator interaction while greatly simplifying the outcome model specification without invoking strong distributional assumptions.

Authors:Xu Qin, Guanglei Hong

MultisiteMediation_0.0.1.tar.gz
MultisiteMediation_0.0.1.zip(r-4.7)MultisiteMediation_0.0.1.zip(r-4.6)MultisiteMediation_0.0.1.zip(r-4.5)
MultisiteMediation_0.0.1.tgz(r-4.6-any)MultisiteMediation_0.0.1.tgz(r-4.5-any)
MultisiteMediation_0.0.1.tar.gz(r-4.7-any)MultisiteMediation_0.0.1.tar.gz(r-4.6-any)
MultisiteMediation_0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION
card.svg |card.png
MultisiteMediation/json (API)

# Install 'MultisiteMediation' in R:
install.packages('MultisiteMediation', repos = c('https://xu-qin.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/xu-qin/multisitemediation/issues

Datasets:
  • sim - Simulated data list

On CRAN:

Conda:

2.70 score 1 stars 6 scripts 302 downloads 2 exports 15 dependencies

Last updated from:85ad726399. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK129
source / vignettesOK140
linux-release-x86_64OK130
macos-release-arm64OK136
macos-oldrel-arm64OK178
windows-develOK110
windows-releaseOK77
windows-oldrelOK97
wasm-releaseOK93

Exports:msmediatevartest.msmediate

Dependencies:bootlatticelme4MASSMatrixminqanlmenloptrrbibutilsRcppRcppEigenRdpackreformulasrlangstatmod