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robmed: (Robust) Mediation Analysis

Perform mediation analysis via a (fast and robust) bootstrap test.

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Version

Install

install.packages('robmed')

Monthly Downloads

399

Version

0.5.0

License

GPL (>= 2)

Maintainer

Andreas Alfons

Last Published

October 22nd, 2019

Functions in robmed (0.5.0)

fit_mediation

(Robustly) fit a mediation model
BSG2014

Business simulation game data
plot_mediation

Plot (robust) mediation analysis results
boot_samples

Draw bootstrap samples
reg_control

Tuning parameters for MM-regression
fortify.test_mediation

Convert (robust) mediation analysis results into a data frame for plotting
p_value

p-Values for (robust) mediation analysis
coef.test_mediation

Coefficients in (robust) mediation analysis
cov_Huber

Huber M-estimator of location and scatter
confint.test_mediation

Confidence intervals for (robust) mediation analysis
test_mediation

(Robust) mediation analysis
weights.cov_Huber

Robustness weights of Huber M-estimation of location and scatter
robmed-package

robmed
retest

Retest for mediation
run_shiny_app

Shiny app: simulation for mediation analysis with outliers
cov_ML

Maximum likelihood estimator of mean vector and covariance matrix
summary.test_mediation

Summary of results from (robust) mediation analysis
cov_control

Tuning parameters for Huber M-estimation of location and scatter