getWilcoxDominantRADJ {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].