scmamp (version 0.2.55)

tukeyTest: Tukey test

Description

This function performs the Tukey test

Usage

tukeyTest(data, alpha = 0.05)

Arguments

data

Matrix or data frame where each algorithm is in a column

alpha

Significance level

Value

A list with class "htest" containing the following components: statistic, the value of the statistic used in the test; method, a character string indicating what type of test was performed; data.name, a character string giving the name of the data and diff.matirx, a matrix with all the pairwise absolute difference of average values.

Details

The test has been implemented according to Test 28 in Kanji (2006).

References

Kanji, G. K. (2006) 100 Statistical Tests. SAGE Publications Ltd, 3rd edition.

Examples

data(data_gh_2008)
res <- tukeyTest(data.gh.2008, alpha=0.1)
res
res$diff.matrix