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_pkgdown.yml
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url: https://yjunechoe.github.io/jlmerclusterperm/
home:
title: jlmerclusterperm
description: Julia implementation of bootstrapped cluster-based permutation analysis for time series data
authors:
June Choe:
href: https://yjunechoe.github.io
template:
bootstrap: 5
bootswatch: flatly
bslib:
base_font: {google: "Atkinson Hyperlegible"}
reference:
- title: Julia setup
desc: >
Start a Julia session set up for jlmerclusterperm
contents:
- julia_setup_ok
- jlmerclusterperm_setup
- title: Interface to Julia regression modelling
desc: >
Making a jlmer_spec object and fitting models in Julia
contents:
- make_jlmer_spec
- jlmer
- to_jlmer
- title: Cluster-based permutation analysis
- subtitle: Empirical clusters
desc: >
Detect empirical clusters from the observed data using timewise regression models
contents:
- compute_timewise_statistics
- extract_empirical_clusters
- subtitle: Null distribution
desc: >
Construct a null distribution of cluster-mass statistics via bootstrapped permutation
contents:
- permute_by_predictor
- permute_timewise_statistics
- extract_null_cluster_dists
- subtitle: Significance test
desc: >
Test the probability of the observed cluster-mass statistic vs. null distribution
contents:
- calculate_clusters_pvalues
- walk_threshold_steps
- subtitle: All in one go
contents:
- clusterpermute
- title: Tidiers
desc: >
Methods for collecting jlmerclusterperm objects as tidy data
contents:
- cluster_permutation_tidiers
- julia_model_tidiers
- title: Interop utilities
desc: >
Set and get Julia options from R
contents:
- julia_rng
- julia_progress
articles:
- title: Topics
navbar: Topics
contents:
- articles/tidying-output
- articles/julia-interface
- articles/reproducibility
- articles/asynchronous-cpa
- articles/eyetrackingR-comparison
- title: Case Studies
navbar: Case Studies
contents:
- articles/Garrison-et-al-2020
- articles/Geller-et-al-2020
- articles/deCarvalho-et-al-2021
- articles/Ito-et-al-2018
news:
- add_cran_date: TRUE
figures:
dev: ragg::agg_png
dpi: 96
dev.args: []
out.width: "100%"
fig.ext: png
fig.height: ~
fig.retina: 2
bg: "white"