LMERConvenienceFunctions

Model Selection and Post-Hoc Analysis for (G)LMER Models

CRAN Package

The main function of the package is to perform backward selection of fixed effects, forward fitting of the random effects, and post-hoc analysis using parallel capabilities. Other functionality includes the computation of ANOVAs with upper- or lower-bound p-values and R-squared values for each model term, model criticism plots, data trimming on model residuals, and data visualization. The data to run examples is contained in package LCF_data.

  • Version3.0
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release10/06/2020

Documentation

Team

  • Antoine Tremblay, Statistics Canada, and Johannes Ransijn, University of Copenhagen

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