CRAN/E | mediation

mediation

Causal Mediation Analysis

Installation

About

We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010) doi:10.1214/10-STS321, Imai, Keele and Tingley (2010) doi:10.1037/a0020761, Imai, Tingley and Yamamoto (2013) doi:10.1111/j.1467-985X.2012.01032.x, Imai and Yamamoto (2013) doi:10.1093/pan/mps040 and Yamamoto (2013) . In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.

Citation mediation citation info
imai.princeton.edu/projects/mechanisms.html

Key Metrics

Version 4.5.0
R ≥ 2.15.1
Published 2019-10-08 1660 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks mediation results

Downloads

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Maintainer

Maintainer

Teppei Yamamoto

teppei@mit.edu

Authors

Dustin Tingley
Teppei Yamamoto
Kentaro Hirose
Luke Keele
Kosuke Imai
Minh Trinh
Weihuang Wong

Material

README
NEWS
ChangeLog
Reference manual
Package source

In Views

CausalInference
Epidemiology
Psychometrics

Vignettes

mediation-old
mediation

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mediation archive

Depends

R ≥ 2.15.1
MASS
Matrix
mvtnorm
sandwich

Imports

lpSolve
Hmisc
lme4 ≥ 1.0
stats
graphics
grDevices
utils
boot

Suggests

mgcv
quantreg
VGAM
SuppDists
survival
parallel
testthat
speedglm

Reverse Depends

mediationsens

Reverse Imports

bruceR
coxed
EMAS
exploratory
maczic

Reverse Suggests

bayestestR
brainGraph
broom
datawizard
emmeans
iMediate
JSmediation
parameters
WRS2