SU: A general step-up procedure.

In mutoss: Unified Multiple Testing Procedures

A general step-up procedure.

Description

A general step-up procedure.

Usage

SU(pValues, criticalValues)

Arguments

pValues	pValues to be used.
criticalValues	criticalValues for the step-up procedure

Details

Suppose we have n pValues and they are already sorted. The procedure starts with comparing pValues[n] with criticalValues[n]. If pValues[n] > criticalValues[n], then the hypothesis associated with pValues[n] is retained and the algorithm carries on with the next pValue and criticalValue, here for example pValues[n-1] and criticalValues[n-1]. The algorithm stops retaining at the first index i for which pValues[i] <= criticalValues[i]. Thus pValues[j] is rejected if and only if their exists an index i with j <= i and pValues[i] <= criticalValues[i].

Value

rejected logical vector indicating if hypotheses are rejected or retained.

Author(s)

MarselScheer

mutoss documentation built on March 31, 2023, 8:46 p.m.