mediation: Causal Mediation Analysis

We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010), Imai, Keele and Tingley (2010), Imai, Tingley and Yamamoto (2013), Imai and Yamamoto (2013) 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.

AuthorDustin Tingley <dtingley@gov.harvard.edu>, Teppei Yamamoto <teppei@mit.edu>, Kentaro Hirose <hirose@princeton.edu>, Luke Keele <ljk20@psu.edu>, Kosuke Imai <kimai@princeton.edu>
Date of publication2015-07-18 17:00:14
MaintainerTeppei Yamamoto <teppei@mit.edu>
LicenseGPL (>= 2)
Version4.4.5
http://imai.princeton.edu/projects/mechanisms.html

View on CRAN

Man pages

amelidiate: Function for combining outputs from mediations function and...

boundsdata: Example Data for the Design Functions

CEDdata: Example Data for the Crossover Encouragement Design

framing: Brader, Valentino and Suhay (2008) Framing Experiment Data

ivmediate: Causal Mediation Analysis with Treatment Noncompliance

jobs: JOBS II data

mediate: Causal Mediation Analysis

mediate.ced: Estimating Average Causal Mediation Effects under the...

mediate.pd: Estimating Average Causal Mediation Effects under the...

mediate.ped: Computing Bounds on Average Causal Mediation Effects under...

mediate.sed: Estimating Average Causal Mediation Effects under the Single...

mediations: Causal Mediation Analysis for Multiple...

medsens: Sensitivity Analysis for Causal Mediation Effects

multimed: Estimation and Sensitivity Analysis for Multiple Causal...

plot.ivmediate: Plotting Local Indirect, Direct, and Total Effects from...

plot.mediate: Plotting Indirect, Direct, and Total Effects from Mediation...

plot.mediate.mer: Plotting Indirect, Direct, and Total Effects from Mediation...

plot.mediations: Plotting Indirect, Direct, and Total Effects from Multiple...

plot.medsens: Plotting Results from Sensitivity Analysis for Causal...

plot.multimed: Plotting the Results of Causal Mediation Analysis for...

school: School-level data

student: Hypothetical student-level data

summary.ivmediate: Summarizing Output from Mediation Analysis with Treatment...

summary.mediate: Summarizing Output from Mediation Analysis

summary.mediate.design: Summarizing Output from Design Based Mediation Analysis

summary.mediate.mer: Summarizing Output from Mediation Analysis of Multilevel...

summary.mediations: Summarizing Output from Multiple Mediation Analyses

summary.medsens: Summarizing Results from Sensitivity Analysis for Causal...

summary.multimed: Summarizing Output from Mediation Analysis with Multiple...

test.modmed: Significance Test for Moderated Mediation

test.TMint: Significance Test for Treatment-Mediator Interaction in...

Files in this package

mediation
mediation/inst
mediation/inst/CITATION
mediation/inst/doc
mediation/inst/doc/mediation-old.pdf
mediation/inst/doc/mediation.R
mediation/inst/doc/mediation.Rnw
mediation/inst/doc/mediation.pdf
mediation/inst/doc/mediation-old.Rnw
mediation/NAMESPACE
mediation/demo
mediation/demo/mediation-code.R
mediation/demo/00Index
mediation/data
mediation/data/school.RData
mediation/data/framing.RData
mediation/data/jobs.RData
mediation/data/student.RData
mediation/data/CEDdata.RData
mediation/data/boundsdata.RData
mediation/R
mediation/R/mediate.R mediation/R/onAttach.R mediation/R/mediations.R mediation/R/multimed.R mediation/R/medtests.R mediation/R/amelidiate.R mediation/R/mediate.designs.R mediation/R/ivmediate.R mediation/R/medsens.R
mediation/vignettes
mediation/vignettes/v59i05.bib
mediation/vignettes/mediation-chart-new.jpg
mediation/vignettes/Rho-R2-ContCont-JOBS.pdf
mediation/vignettes/mediation-chart.jpg
mediation/vignettes/mediation.Rnw
mediation/vignettes/plot-mediate.pdf
mediation/vignettes/plot-mediate-int.pdf
mediation/vignettes/mediationR2.bib
mediation/vignettes/natbib.bst
mediation/vignettes/mediation-old.bib
mediation/vignettes/BinaryMediator-Sensitivity-Rpaper.pdf
mediation/vignettes/Rho-R2-JobsBinOutcome.pdf
mediation/vignettes/mediation-old.Rnw
mediation/MD5
mediation/build
mediation/build/vignette.rds
mediation/DESCRIPTION
mediation/ChangeLog
mediation/man
mediation/man/plot.mediate.Rd mediation/man/plot.mediations.Rd mediation/man/test.modmed.Rd mediation/man/school.Rd mediation/man/mediate.sed.Rd mediation/man/ivmediate.Rd mediation/man/summary.mediate.Rd mediation/man/multimed.Rd mediation/man/student.Rd mediation/man/summary.mediate.design.Rd mediation/man/summary.mediations.Rd mediation/man/plot.mediate.mer.Rd mediation/man/mediate.ced.Rd mediation/man/boundsdata.Rd mediation/man/mediate.pd.Rd mediation/man/summary.mediate.mer.Rd mediation/man/test.TMint.Rd mediation/man/mediations.Rd mediation/man/plot.ivmediate.Rd mediation/man/amelidiate.Rd mediation/man/plot.medsens.Rd mediation/man/summary.multimed.Rd mediation/man/jobs.Rd mediation/man/framing.Rd mediation/man/summary.medsens.Rd mediation/man/plot.multimed.Rd mediation/man/mediate.Rd mediation/man/mediate.ped.Rd mediation/man/summary.ivmediate.Rd mediation/man/CEDdata.Rd mediation/man/medsens.Rd

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