mediation: Causal Mediation Analysis

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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.

Author
Dustin 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 publication
2015-07-18 17:00:14
Maintainer
Teppei Yamamoto <teppei@mit.edu>
License
GPL (>= 2)
Version
4.4.5
URLs

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