Simultaneous estimation of negative binomial dispersion parameters

Simultaneous estimators of the dispersion parameters in mm negative binomial distributions with known success probabilities are shown to dominate the usual estimator under squared error loss by shrinking it toward either a fixed or a data-driven point.