MCARtest (version 1.2.1)

Cimproved: Calculate the critical value for our improved test

Description

Calculate a critical value for an MCAR test based on knowledge of the facet structure of the Minkowski sum calculated by ConsMinkSumHrep.

Usage

Cimproved(nS, bS, M, DR, Fp, alpha)

Value

The critical value \(C_\alpha'\) defined in BS2022;textualMCARtest.

Arguments

nS

A vector of sample sizes, with each entry corresponding to an observation pattern.

bS

A binary matrix specifying the set of observation patterns. Each row encodes a single pattern.

M

A vector of positive integers giving the alphabet sizes of the discrete variables.

DR

The quantity \(D_R\) appearing in BS2022;textualMCARtest.

Fp

The quantity \(F'\) appearing in BS2022;textualMCARtest.

alpha

The desired significance level \(\alpha\) of the test.

References

BS2022MCARtest

Examples

bS=matrix(c(1,1,0, 1,0,1, 0,1,1),byrow=TRUE,ncol=3)
r=4; s=3
M=c(r,s,2)
Cimproved(rep(1000,3),bS,M,1,(2^r-2)*(2^s-2),0.05)