CRAN/E | jlmerclusterperm

jlmerclusterperm

Cluster-Based Permutation Analysis for Densely Sampled Time Data

Installation

About

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.

github.com/yjunechoe/jlmerclusterperm
yjunechoe.github.io/jlmerclusterperm/
System requirements Julia (>= 1.8)
Bug report File report

Key Metrics

Version 1.1.2
R ≥ 3.5
Published 2024-02-17 76 days ago
Needs compilation? no
License MIT
License File
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Maintainer

Maintainer

June Choe

jchoe001@gmail.com

Authors

June Choe

aut / cre / cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction to jlmerclusterperm

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

jlmerclusterperm archive

Depends

R ≥ 3.5

Imports

backports ≥ 1.1.7
cli
generics
JuliaConnectoR
lme4
stats
tools
utils

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