CRS.test: Hypothesis Test for ART

In mwt/rART: Approximate Randomization Tests with a Small Number of Clusters

Hypothesis Test for ART

Description

This helper function computes the randomization critical value, t-statistic, and p-value ART.

Usage

CRS.test(c.beta, G, lambda = 0, alpha = 0.05, nj = 1)

Arguments

c.beta	vector of parameters entering the null hypothesis c'beta - with one estimator per cluster (q x 1)
G	the group of all trasformations (use random.G to get)
lambda	scalar for the null hypothesis c'beta = lambda (default 0)
alpha	significance level (dafault 0.05)
nj	q x 1 vector of sample sizes in each cluster (for alternative weighting)

Value

A matrix contating the following elements:

Crit. value	the critical value of the randomization test
t value	the test statistic under the null hypothesis
Pr(>|t|)	p-value according to folmula 15.5

mwt/rART documentation built on June 16, 2022, 1:39 a.m.