jlmerclusterperm: Cluster-Based Permutation Analysis for Densely Sampled Time Data (original) (raw)
An implementation of fast cluster-based permutation analysis (CPA) for densely-sampled time data developed in Maris & Oostenveld, 2007 <doi:10.1016/j.jneumeth.2007.03.024>. 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: | 2024-06-30 |
DOI: | 10.32614/CRAN.package.jlmerclusterperm |
Author: | June Choe [aut, cre, cph] |
Maintainer: | June Choe |
BugReports: | https://github.com/yjunechoe/jlmerclusterperm/issues |
License: | MIT + file |
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:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=jlmerclusterpermto link to this page.