Analysis of Contingency Tables with Sparse Values

Abstract

In the chi square analysis of cross-tabulated variables, the problem of low cell counts is usually solved by combining categories, at the cost of a loss of information, or by using larger samples, at added financial cost. Use of a chi square statistic based on an extension of the Fisher Exact Test can provide a third, less costly, alternative.