Cochran’s Q Statistic

The Cochran’s Q test statistic is calculated as follows:

where

k is the number of treatments

b is the number of blocks

Xij is the response (0 or 1) for the ith subject for the kth treatment

N is the grand total of positive responses across all subjects and treatments