cluster_permutation_tidiers {jlmerclusterperm}

Tidiers for cluster permutation test objects

Description

Tidiers for cluster permutation test objects

Usage

## S3 method for class 'timewise_statistics'
tidy(x, ...)

## S3 method for class 'empirical_clusters'
tidy(x, ...)

## S3 method for class 'null_cluster_dists'
tidy(x, ...)

Arguments

x

An object of class ⁠<timewise_statistics>⁠, ⁠<empirical_clusters>⁠, or ⁠<null_cluster_dists>⁠

...

Unused

Value

A data frame

Examples

library(dplyr, warn.conflicts = FALSE)

# Specification object
spec <- make_jlmer_spec(
  weight ~ 1 + Diet, filter(ChickWeight, Time <= 20),
  subject = "Chick", time = "Time"
)
spec

# Method for `<timewise_statistics>`
empirical_statistics <- compute_timewise_statistics(spec)
class(empirical_statistics)
tidy(empirical_statistics)

reset_rng_state()
null_statistics <- permute_timewise_statistics(spec, nsim = 100)
class(null_statistics)
tidy(null_statistics)

# Method for `<empirical_clusters>`
empirical_clusters <- extract_empirical_clusters(empirical_statistics, threshold = 2)
class(empirical_clusters)
tidy(empirical_clusters)

# Method for `<null_cluster_dists>`
null_cluster_dists <- extract_null_cluster_dists(null_statistics, threshold = 2)
class(null_cluster_dists)
tidy(null_cluster_dists)