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jAMM: A Suite for Mediation Models

jamovi Advanced Mediation Models version 1.*

Docs and help

Please visit the jAMM docs page

State of the art

  • Path model
  • Interactions in the path models
  • Checks for coherence of the model
  • Suggestions towards more coherent models
  • Automatically guessing the mediation model more likely to be needed
  • Custom models from UI
  • It estimates the model coefficients
  • Simple mediational effects (estimated at different levels of moderators)
  • OLS Regressions for each step of model estimation

Not implemented

  • Interactions among moderators of moderators (not really high priority)
  • Rigorous checks for weired and complex models

Install

jAMM can be installed from jamovi library within jamovi.

If you want to install from source, you need to install R developing tools from CRAN and jamovi developing tools.

install.packages("devtools",repos='http://cran.rstudio.com/')

install.packages('jmvtools', repos=c('https://repo.jamovi.org', 'https://cran.r-project.org'))

Then you download jAMM module from this repository and install it

devtools::install_github("jamovi-amm/jamm")
pkg<-paste0(.libPaths()[[1]],"jamm")
jmvtools::install(pkg=pkg)