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Special functions and characterizations of probability distributions by zero regression properties
Authors:Barbara Heller
Institution:Illinois Institute of Technology USA
Abstract:Characterizations of the binomial, negative binomial, gamma, Poisson, and normal distributions are obtained by the property of zero regression of certain polynomial statistics of arbitrary degree, on the mean. In each case, the equations which express zero regression are derived from the recurrence relations of a set of special functions. The differential recurrence relations of these special functions are used in the proofs of the characterization theorems.
Keywords:62E10  60E05  Characterizations  zero regression  polynomial statistics  analytic characteristic functions  special functions  reccurrence relations
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