A Test of Homogeneity Across Groups Using Poisson Count Data with Arbitrary Means

Abstract

Quite often, we have count data observed in time and space. Under the assumption of Poisson distribution for this count data, but with no specific model for the means, a test for homogeneity across groups is suggested. The size and power properties of this test are demonstrated through simulation and the test is illustrated with an example.