General independence test via coin — morie_coin

Native conditional permutation test of independence (morie_indep_test) between a response and covariate.

Usage

morie_coin_independence(formula, data, ...)

Arguments

formula: A model formula, e.g. y ~ x | block.
data: A data frame.
...: Further arguments forwarded to coin::independence_test (e.g. distribution, teststat, ytrafo, xtrafo).

Value

A list with $method, $statistic, $p.value and $raw (the native test result).

Examples

if (requireNamespace("coin", quietly = TRUE)) {
  set.seed(1)
  df <- data.frame(y = rnorm(40), g = factor(rep(c("a", "b"), 20)))
  morie_coin_independence(y ~ g, data = df)
}
#> $method
#> [1] "morie independence permutation test"
#> 
#> $raw
#> $raw$statistic
#> [1] 1.057483
#> 
#> $raw$p.value
#> [1] 0.290291
#> 
#> $raw$method
#> [1] "morie independence permutation test"
#> 
#> 
#> $statistic
#> [1] 1.057483
#> 
#> $p.value
#> [1] 0.290291
#>