RatioMeanDeviance: Ratio Mean Deviance Test

In LearnNonparam: 'R6'-Based Flexible Framework for Permutation Tests

Ratio Mean Deviance Test

Description

Performs ratio mean deviance test on samples.

Super classes

LearnNonparam::PermuTest -> LearnNonparam::TwoSampleTest -> RatioMeanDeviance

Methods

Public methods

• RatioMeanDeviance$new()

Inherited methods

• LearnNonparam::PermuTest$plot()
• LearnNonparam::PermuTest$print()
• LearnNonparam::PermuTest$test()

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Method new()

Create a new RatioMeanDeviance object.

Usage

RatioMeanDeviance$new(
  alternative = c("two_sided", "less", "greater"),
  n_permu = 10000
)

Arguments

alternative

a character string specifying the alternative hypothesis.

n_permu

an integer indicating number of permutations for the permutation distribution. If set to 0, all permutations will be used.

Returns

A RatioMeanDeviance object.

Examples

pmt(
    "twosample.rmd",
    alternative = "greater", n_permu = 0
)$test(Table2.8.1)$print()

LearnNonparam documentation built on June 8, 2025, 1:46 p.m.