MarginalMediation0.7.2 package

Marginal Mediation

amed

Average Marginal Effects

frames

Average Marginal Effects

mma

Marginal Mediation

mma_check

Uncorrelated Residual Assumption Check

mma_dir_effects

Direct Effects Extraction for MMA

mma_formulas

Formula Extraction for MMA

mma_ind_effects

Indirect Effects Extraction for MMA

mma_std_dir_effects

Standardized Direct Effects Extraction for MMA

mma_std_ind_effects

Standardized Indirect Effects Extraction for MMA

perc_med

Percent Mediation

pipe

re-export magrittr pipe operator

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Provides the ability to perform "Marginal Mediation"--mediation wherein the indirect and direct effects are in terms of the average marginal effects (Bartus, 2005, <https://EconPapers.repec.org/RePEc:tsj:stataj:v:5:y:2005:i:3:p:309-329>). The style of the average marginal effects stems from Thomas Leeper's work on the "margins" package. This framework allows the use of categorical mediators and outcomes with little change in interpretation from the continuous mediators/outcomes. See <doi:10.13140/RG.2.2.18465.92001> for more details on the method.

  • Maintainer: Tyson S Barrett
  • License: GPL-2
  • Last published: 2022-04-15