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-any)MultisiteMediation_0.0.1.zip(r-4.6-any)MultisiteMediation_0.0.1.zip(r-4.5-any)
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 272 downloads 2 exports 14 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK135
source / vignettesOK201
linux-releaseOK134
macos-releaseOK149
macos-oldrelOK183
windows-develOK85
windows-releaseOK87
windows-oldrelOK84
wasm-releaseOK117

Exports:msmediatevartest.msmediate

Dependencies:bootlatticelme4MASSMatrixminqanlmenloptrrbibutilsRcppRcppEigenRdpackreformulasstatmod