PSIndependenceTest (version 0.0.1)

Lms4.test: Logarithmic minimum test for independence in four-way contingency table

Description

Calculates the test statistic and p-value of the Logarithmic minimum test for independence in four-way contingency table

Usage

Lms4.test(nijtu, B = 10000)

Value

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

Arguments

nijtu

a numeric matrix with non-negative values of the four-way contingency table cells

B

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

Author

Piotr Sulewski, , Pomeranian University in Slupsk.

Details

The test statistic and p-value of the Logarithmic minimum test for independence in r x c x t x u contingency table,

References

Extension of the information contained in 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

Lms4.test(GenTab4(array(1/16, dim = c(2, 2, 2, 2)), 160), B = 1e2)
Lms4.test(table6, B = 1e3)