Hypothesis Testing in Contingency Tables: A Discussion, and Exact Unconditional Tests for r×c Tables

Every time one counts the number of occurrences of a pair of values for two categorical variables, one obtains a contingency table. These tables are one of the simplest representations of data in order to statistically test for the presence of some association between the two variables under consideration. Although naturally occurring in so many...