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Simultaneous estimation of negative binomial dispersion parameters
Authors:Nels Grevstad
Institution:aDepartment of Mathematical and Computer Sciences, Metropolitan State College of Denver, Campus Box 38, P.O. Box 173362, Denver, CO 80217, USA
Abstract:Simultaneous estimators of the dispersion parameters in m 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.
Keywords:Simultaneous estimation  Shrinkage estimation  Negative binomial  Dispersion parameter
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