Mixtures of Distributions by the Poisson Distribution of OrderK
Ανδρέας Ν. Φιλίππου
Abstract
Ανδρέας Ν. Φιλίππου
Abstract
Abstract The Poisson‐binomial, the Poisson‐negative binomial (or Pascal) and Neyman's Type A distribution, which are Poisson mixtures of the binomial, the negative binomial and the Poisson distribution, respectively, have received a lot of attention in statistical literature [see e.g. Katti and Gurland (1961, 1962), Anscombe (1950), and Neyman (1939)]. In the present paper, their respective generalizations are introduced and briefly studied, when the Poisson distribution of orderk[see Philippou (1983), Philippou, Georghiou and Philippou (1983), and Charalambides (1986)] replaces the Poisson distribution in its mixing role.
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Abstract The Poisson‐binomial, the Poisson‐negative binomial (or Pascal) and Neyman's Type A distribution, which are Poisson mixtures of the binomial, the negative binomial and the Poisson distribution, respectively, have received a lot of attention in statistical literature [see e.g. Katti and Gurland (1961, 1962), Anscombe (1950), and Neyman (1939)]. In the present paper, their respective generalizations are introduced and briefly studied, when the Poisson distribution of orderk[see Philippou (1983), Philippou, Georghiou and Philippou (1983), and Charalambides (1986)] replaces the Poisson distribution in its mixing role.
Key concepts: Poisson distribution, Poisson binomial distribution, Compound Poisson distribution, Negative binomial distribution, Mathematics, Binomial distribution, Negative multinomial distribution, Zero-inflated model