The purpose of this paper is to suggest a method of analyzing data from clinical mastitis trials when the response of interest is binary (success/failure) in nature, and the type of experimental design adheres to an incomplete block form. This approach is referred to as an "Empirical Bayes" strategy in statistical literature and incorporates over-dispersion commonly associated with binomial tri...