CRAN: Package jlmerclusterperm

jlmerclusterperm: Cluster-Based Permutation Analysis for Densely Sampled Time Data

An implementation of fast cluster-based permutation analysis (CPA) for densely-sampled time data developed in Maris & Oostenveld, 2007 <doi:10.1016/j.jneumeth.2007年03月02日4>. Supports (generalized, mixed-effects) regression models for the calculation of timewise statistics. Provides both a wholesale and a piecemeal interface to the CPA procedure with an emphasis on interpretability and diagnostics. Integrates 'Julia' libraries 'MixedModels.jl' and 'GLM.jl' for performance improvements, with additional functionalities for interfacing with 'Julia' from 'R' powered by the 'JuliaConnectoR' package.

Version: 1.1.4

Depends: R (≥ 3.5)

Imports: backports (≥ 1.1.7), cli, generics, JuliaConnectoR, JuliaFormulae, lme4, stats, tools, utils

Suggests: broom, broom.mixed, covr, dplyr, eyetrackingR, forcats, future, ggplot2, knitr, MASS, patchwork, readr, rmarkdown, scales, testthat (≥ 3.0.0), tibble

Published: 2024年06月30日

DOI: 10.32614/CRAN.package.jlmerclusterperm

Author: June Choe ORCID iD [aut, cre, cph]

Maintainer: June Choe <jchoe001 at gmail.com>

BugReports: https://github.com/yjunechoe/jlmerclusterperm/issues

License: MIT + file LICENSE

URL: https://github.com/yjunechoe/jlmerclusterperm, https://yjunechoe.github.io/jlmerclusterperm/

NeedsCompilation: no

SystemRequirements: Julia (>= 1.8)

Materials: README, NEWS

CRAN checks: jlmerclusterperm results

Documentation:

Reference manual: jlmerclusterperm.html , jlmerclusterperm.pdf

Vignettes: Introduction to jlmerclusterperm (source, R code)

Downloads:

Package source: jlmerclusterperm_1.1.4.tar.gz

Windows binaries: r-devel: jlmerclusterperm_1.1.4.zip, r-release: jlmerclusterperm_1.1.4.zip, r-oldrel: jlmerclusterperm_1.1.4.zip

macOS binaries: r-release (arm64): jlmerclusterperm_1.1.4.tgz, r-oldrel (arm64): jlmerclusterperm_1.1.4.tgz, r-release (x86_64): jlmerclusterperm_1.1.4.tgz, r-oldrel (x86_64): jlmerclusterperm_1.1.4.tgz

Old sources: jlmerclusterperm archive

Linking:

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