getWilcoxDominantRADJ: getWilcoxDominantRADJ function

In EDOIF: Empirical Distribution Ordering Inference Framework (EDOIF)

getWilcoxDominantRADJ function

Description

getWilcoxDominantRADJ is a support function for inferring a dominant-distribution network using Mann-Whitney (Wilcoxon) Test.

Usage

getWilcoxDominantRADJ(Values, Group, GroupList, alpha)

Arguments

Values	is a vector of real-number values
Group	is a vector of categories of each real number in Values
GroupList	is a list of names of categories ascendingly ordered by their means.
alpha	is a significance level using in both confidence intervals and ordering inference it has the range [0,1].

Value

This function returns an adjacency matrix of a dominant-distribution network adjMat. and the corresponding p-values of all category pairs.

adjMat[i, j]	An element of adjacency matrix: one if GroupList[j] category dominates GroupList[i] using Mann-Whitney test, otherwise zero.
pValMat[i, j]	A p-value of Mann-Whitney test for adjMat[i,j].

EDOIF documentation built on June 8, 2025, 9:39 p.m.