Convenience functions for analyzing factorial experiments using ANOVA or mixed models. aov_ez(), aov_car(), and aov_4() allow specification of between, within (i.e., repeated-measures), or mixed between-within (i.e., split-plot) ANOVAs for data in long format (i.e., one observation per row), aggregating multiple observations per individual and cell of the design. mixed() fits mixed models using lme4::lmer() and computes p-values for all fixed effects using either Kenward-Roger or Satterthwaite approximation for degrees of freedom (LMM only), parametric bootstrap (LMMs and GLMMs), or likelihood ratio tests (LMMs and GLMMs). afex uses type 3 sums of squares as default (imitating commercial statistical software).
Version: | 0.19-1 |
Depends: | R (≥ 3.1.0), lme4 (≥ 1.1-8), emmeans |
Imports: | stringr, coin, pbkrtest (≥ 0.4-1), lmerTest, car, reshape2, stats, methods |
Suggests: | xtable, parallel, plyr, optimx, nloptr, knitr, rmarkdown, lattice, latticeExtra, multcomp, testthat, mlmRev, dplyr, tidyr, dfoptim, Matrix, psych, ggplot2 |
Published: | 2018-01-08 |
Author: | Henrik Singmann |
Maintainer: | Henrik Singmann <singmann+afex at gmail.com> |
BugReports: | https://github.com/singmann/afex/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | http://afex.singmann.science/, https://github.com/singmann/afex |
NeedsCompilation: | no |
Materials: | NEWS |
CRAN checks: | afex results |
Reference manual: | afex.pdf |
Vignettes: |
ANOVA and Post-Hoc Contrasts: Reanalysis of Singmann and Klauer (2011) Mixed Model Example Analysis: Reanalysis of Freeman et al. (2010) |
Package source: | afex_0.19-1.tar.gz |
Windows binaries: | r-devel: afex_0.19-1.zip, r-release: afex_0.19-1.zip, r-oldrel: afex_0.19-1.zip |
OS X El Capitan binaries: | r-release: afex_0.19-1.tgz |
OS X Mavericks binaries: | r-oldrel: afex_0.19-1.tgz |
Old sources: | afex archive |
Reverse imports: | fullfact, jmv, r2glmm |
Reverse suggests: | apa, nauf, standardize |
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