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permuco: Permutation Tests for Regression, (Repeated Measures) ANOVA/ANCOVA and Comparison of Signals

Functions to compute p-values based on permutation tests. Regression, ANOVA and ANCOVA, omnibus F-tests, marginal unilateral and bilateral t-tests are available. Several methods to handle nuisance variables are implemented (Kherad-Pajouh, S., & Renaud, O. (2010) <doi:10.1016/j.csda.2010.02.015> ; Kherad-Pajouh, S., & Renaud, O. (2014) <doi:10.1007/s00362-014-0617-3> ; Winkler, A. M., Ridgway, G. R., Webster, M. A., Smith, S. M., & Nichols, T. E. (2014) <doi:10.1016/j.neuroimage.2014.01.060>). An extension for the comparison of signals issued from experimental conditions (e.g. EEG/ERP signals) is provided. Several corrections for multiple testing are possible, including the cluster-mass statistic (Maris, E., & Oostenveld, R. (2007) <doi:10.1016/j.jneumeth.2007.03.024>) and the threshold-free cluster enhancement (Smith, S. M., & Nichols, T. E. (2009) <doi:10.1016/j.neuroimage.2008.03.061>).

Version: 1.1.3
Imports: permute, Matrix, stats, graphics, Rcpp
LinkingTo: Rcpp
Suggests: R.rsp, testthat, covr, knitr, rmarkdown
Published: 2024-08-25
DOI: 10.32614/CRAN.package.permuco
Author: Jaromil Frossard [aut, cre], Olivier Renaud [aut]
Maintainer: Jaromil Frossard <jaromil.frossard at gmail.com>
BugReports: https://github.com/jaromilfrossard/permuco/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/jaromilfrossard/permuco
NeedsCompilation: yes
Citation: permuco citation info
Materials: README NEWS
CRAN checks: permuco results

Documentation:

Reference manual: permuco.pdf
Vignettes: Permutation tests for regression, ANOVA and comparison of signals (source)

Downloads:

Package source: permuco_1.1.3.tar.gz
Windows binaries: r-devel: permuco_1.1.3.zip, r-release: permuco_1.1.3.zip, r-oldrel: permuco_1.1.3.zip
macOS binaries: r-release (arm64): permuco_1.1.3.tgz, r-oldrel (arm64): permuco_1.1.3.tgz, r-release (x86_64): permuco_1.1.3.tgz, r-oldrel (x86_64): permuco_1.1.3.tgz
Old sources: permuco archive

Reverse dependencies:

Reverse suggests: permutes

Linking:

Please use the canonical form https://CRAN.R-project.org/package=permuco to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.