Literature DB >> 35757587

An one-parameter compounding discrete distribution.

Emrah Altun1, Gauss M Cordeiro2, Miroslav M Ristić3.   

Abstract

In this study, a new one-parameter discrete distribution obtained by compounding the Poisson and xgamma distributions is proposed. Some statistical properties of the new distribution are obtained including moments and probability and moment generating functions. Two methods are used for the estimation of the unknown parameter: the maximum likelihood method and the method of moments. Additionally, the count regression model and integer-valued autoregressive process of the proposed distribution are introduced. Some possible applications of the introduced models are considered and discussed.
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Entities:  

Keywords:  62E15; Discrete distribution; Poisson distribution; compounding; xgamma distribution

Year:  2021        PMID: 35757587      PMCID: PMC9225500          DOI: 10.1080/02664763.2021.1884846

Source DB:  PubMed          Journal:  J Appl Stat        ISSN: 0266-4763            Impact factor:   1.416


  1 in total

1.  The negative binomial-Lindley distribution as a tool for analyzing crash data characterized by a large amount of zeros.

Authors:  Dominique Lord; Srinivas Reddy Geedipally
Journal:  Accid Anal Prev       Date:  2011-04-29
  1 in total

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