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jlmerclusterperm
View on CRAN: Click
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Download and install jlmerclusterperm package within the R console
Install from CRAN:
install.packages("jlmerclusterperm")
Install from Github:
library("remotes")
install_github("cran/jlmerclusterperm")
Install by package version:
library("remotes")
install_version("jlmerclusterperm", "1.1.4")
Attach the package and use:
library("jlmerclusterperm")
Maintained by
June Choe
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All associated links for this package
First Published: 2023-06-27
Latest Update: 2024-02-29
Description:
An implementation of fast cluster-based permutation analysis
(CPA) for densely-sampled time data developed in Maris & Oostenveld,
2007 . 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.
How to cite:
June Choe (2023). jlmerclusterperm: Cluster-Based Permutation Analysis for Densely Sampled Time Data. R package version 1.1.4, https://cran.r-project.org/web/packages/jlmerclusterperm. Accessed 07 Nov. 2024.
Previous versions and publish date:
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Complete documentation for jlmerclusterperm
Functions, R codes and Examples using
the jlmerclusterperm R package
Some associated functions: calculate_clusters_pvalues . cluster_permutation_tidiers . clusterpermute . compute_timewise_statistics . extract_empirical_clusters . extract_null_cluster_dists . jlmer . jlmerclusterperm-package . jlmerclusterperm_setup . julia_model_tidiers . julia_progress . julia_rng . julia_setup_ok . make_jlmer_spec . permute_by_predictor . permute_timewise_statistics . reexports . to_jlmer . walk_threshold_steps .
Some associated R codes: aaa.R . calculate_pvalue.R . clusterpermute.R . clusters_methods.R . compute_timewise_statistics.R . extract_clusters.R . interop-utils-unexported.R . interop-utils.R . jlmer.R . jlmer_spec.R . jlmerclusterperm-package.R . julia_rng.R . permute.R . permute_timewise_statistics.R . srr-stats-standards.R . threshold_search.R . tidy.R . utils.R . zzz.R . Full jlmerclusterperm package functions and examples
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