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permutes: Permutation Tests for Time Series Data

Helps you determine the analysis window to use when analyzing densely-sampled time-series data, such as EEG data, using permutation testing (Maris & Oostenveld, 2007) <doi:10.1016/j.jneumeth.2007.03.024>. These permutation tests can help identify the timepoints where significance of an effect begins and ends, and the results can be plotted in various types of heatmap for reporting. Mixed-effects models are supported using an implementation of the approach by Lee & Braun (2012) <doi:10.1111/j.1541-0420.2011.01675.x>.

Version:2.8
Depends:R (≥ 2.10)
Imports:plyr, stats, utils
Suggests:buildmer (≥ 2.3),car,doParallel,ggplot2,glmmTMB,knitr,lme4,lmPerm,permuco,rmarkdown,viridis
Published:2023-09-28
DOI:10.32614/CRAN.package.permutes
Author:Cesko C. Voeten [aut, cre]
Maintainer:Cesko C. Voeten <cvoeten at gmail.com>
BugReports:https://gitlab.com/cvoeten/permutes/-/issues
License:FreeBSD
NeedsCompilation:no
CRAN checks:permutes results

Documentation:

Reference manual:permutes.html ,permutes.pdf
Vignettes:Analyzing time series data using 'clusterperm.lmer' (source,R code)
Analyzing time series data using 'permu.test' (source,R code)

Downloads:

Package source: permutes_2.8.tar.gz
Windows binaries: r-devel:permutes_2.8.zip, r-release:permutes_2.8.zip, r-oldrel:permutes_2.8.zip
macOS binaries: r-release (arm64):permutes_2.8.tgz, r-oldrel (arm64):permutes_2.8.tgz, r-release (x86_64):permutes_2.8.tgz, r-oldrel (x86_64):permutes_2.8.tgz
Old sources: permutes archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=permutesto link to this page.


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