PSIndependenceTest (version 0.0.1)

Lms3.pvalue: Logarithmic minimum test for independence in three-way contingency table

Description

Calculates the p-value of the Logarithmic minimum test for independence in three-way contingency table

Usage

Lms3.pvalue(stat, nr, nc, nt, n, B = 10000)

Value

The function returns the p-value of the logarithmic minimum test.

Arguments

stat

a Logarithmic minimum statistic value

nr

a number of rows

nc

a number of columns

nt

a number of tubes

n

a sample size

B

an integer specifying the number of replicates used in the Monte Carlo test (optional)

Author

Piotr Sulewski, , Pomeranian University in Slupsk.

Details

The Critical value of the modular test for independence in r x c x t contingency table,

References

Sulewski, P. (2021). Logarithmic Minimum Test for Independence in Three Way Con-tingency Table of Small Sizes, Journal of Statistical Computation and Simulation 91(13), 2780-2799

Examples

tab1 = GenTab3(array(0.125, dim = c(2, 2, 2)), 100)
Lms3.pvalue(Lms3.stat(tab1), 2, 2, 2, 100, B=1e2)
Lms3.pvalue(Lms3.stat(table4), 2, 2, 2, 80, B = 1e3)