Cimproved: Calculate the critical value for our improved test

In MCARtest: Optimal Nonparametric Testing of Missing Completely at Random

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)

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 \insertCiteBS2022;textualMCARtest.
Fp	The quantity F' appearing in \insertCiteBS2022;textualMCARtest.
alpha	The desired significance level \alpha of the test.

Value

The critical value C_\alpha' defined in \insertCiteBS2022;textualMCARtest.

References

\insertRef

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)

MCARtest documentation built on Oct. 29, 2024, 5:08 p.m.