Package: ExactMed 0.3.0

Miguel Caubet

ExactMed: Exact Mediation Analysis for Binary Outcomes

A tool for conducting exact parametric regression-based causal mediation analysis of binary outcomes as described in Samoilenko, Blais and Lefebvre (2018) <doi:10.1353/obs.2018.0013>; Samoilenko, Lefebvre (2021) <doi:10.1093/aje/kwab055>; and Samoilenko, Lefebvre (2023) <doi:10.1002/sim.9621>.

Authors:Miguel Caubet [aut, cre], Mariia Samoilenko [aut], Jesse Gervais [aut], Geneviève Lefebvre [aut]

ExactMed_0.3.0.tar.gz
ExactMed_0.3.0.zip(r-4.7-any)ExactMed_0.3.0.zip(r-4.6-any)ExactMed_0.3.0.zip(r-4.5-any)
ExactMed_0.3.0.tgz(r-4.6-any)ExactMed_0.3.0.tgz(r-4.5-any)
ExactMed_0.3.0.tar.gz(r-4.7-any)ExactMed_0.3.0.tar.gz(r-4.6-any)
ExactMed_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ExactMed/json (API)

# Install 'ExactMed' in R:

install.packages('ExactMed', repos = c('https://caubm.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/caubm/exactmed/issues

Pkgdown/docs site:https://caubm.github.io

Datasets:

datamed - Data for Examples
datamed_c - Data for Examples
datamed_cat - Data for Examples

On CRAN:

3.70 score 1 stars 6 scripts 275 downloads 3 exports 24 dependencies

Last updated from:57d5a11f43. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	173
source / vignettes	OK	184
linux-release	OK	173
macos-release	OK	199
macos-oldrel	OK	200
windows-devel	OK	135
windows-release	OK	107
windows-oldrel	OK	117
wasm-release	OK	124

Exports:exactmed exactmed_c exactmed_cat

Dependencies:assertthat brglm2 CompQuadForm dfidx enrichwith Formula generics lattice lmtest MASS Matrix micsr mlogit nleqslv nnet numDeriv pkgcond rbibutils Rcpp Rdpack sandwich statmod survival zoo

The ExactMed functions

Rendered fromIntroduction.Rmdusingknitr::rmarkdown

Last update: 2023-09-21
Started: 2021-10-30

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Data for Examples (Binary Mediator)	datamed
Data for Examples (Continuous Mediator)	datamed_c
Data for Examples (Categorical Mediator)	datamed_cat
Exact Mediation Effects Computation (Binary Mediator)	exactmed
Exact Mediation Effects Computation (Continuous Mediator)	exactmed_c
Exact Mediation Effects Computation (Categorical Mediator)	exactmed_cat