LMERConvenienceFunctions: Model Selection and Post-Hoc Analysis for (G)LMER Models (original) (raw)

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.

Version: 3.0
Depends: lme4
Imports: Matrix, LCFdata, fields, mgcv, parallel, methods, graphics
Published: 2020-10-06
DOI: 10.32614/CRAN.package.LMERConvenienceFunctions
Author: Antoine Tremblay, Statistics Canada, and Johannes Ransijn, University of Copenhagen
Maintainer: "Antoine Tremblay, Statistics Canada"
License: GPL-2
NeedsCompilation: no
Materials:
In views: MixedModels
CRAN checks: LMERConvenienceFunctions results

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