Package: permuco 1.1.3

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>).

Authors:Jaromil Frossard [aut, cre], Olivier Renaud [aut]

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permuco.pdf |permuco.html
permuco/json (API)
NEWS

# Install 'permuco' in R:
install.packages('permuco', repos = c('https://jaromilfrossard.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/jaromilfrossard/permuco/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

14 exports 11 stars 2.58 score 4 dependencies 7 mentions 65 scripts 346 downloads

Last updated 24 days agofrom:f9b6c4088c. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 25 2024
R-4.5-win-x86_64OKAug 25 2024
R-4.5-linux-x86_64OKAug 25 2024
R-4.4-win-x86_64OKAug 25 2024
R-4.4-mac-x86_64OKAug 25 2024
R-4.4-mac-aarch64OKAug 25 2024
R-4.3-win-x86_64OKAug 25 2024
R-4.3-mac-x86_64OKAug 25 2024
R-4.3-mac-aarch64OKAug 25 2024

Exports:aovpermas.Pmatclusterlmcompute_clusterdepthcompute_clusterdepth_headcompute_clustermasscompute_maxTcompute_minPcompute_stepdownmaxTcompute_tfcecompute_troendlelmpermPmatPmat_product

Dependencies:latticeMatrixpermuteRcpp

Permutation tests for regression, ANOVA and comparison of signals

Rendered frompermuco_tutorial.pdf.asisusingR.rsp::asison Aug 25 2024.

Last update: 2021-10-22
Started: 2018-02-14