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

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MultisiteMediation.pdf |MultisiteMediation.html
MultisiteMediation/json (API)

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

Peer review:

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

Datasets:
  • sim - Simulated data list

On CRAN:

2.70 score 6 scripts 215 downloads 2 exports 11 dependencies

Last updated 8 years agofrom:85ad726399. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 21 2024
R-4.5-winOKNov 21 2024
R-4.5-linuxOKNov 21 2024
R-4.4-winOKNov 21 2024
R-4.4-macOKNov 21 2024
R-4.3-winOKNov 21 2024
R-4.3-macOKNov 21 2024

Exports:msmediatevartest.msmediate

Dependencies:bootlatticelme4MASSMatrixminqanlmenloptrRcppRcppEigenstatmod