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.">

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 ORCID iD [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

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