On Two General Classes of Discrete Bivariate Distributions
- 주제(키워드) Baseline seed distribution , Discrete bivariate model , Joint probability mass function , Positive dependency
- 등재 SCIE, SCOPUS
- 발행기관 American Statistical Association
- 발행년도 2015
- 총서유형 Journal
- URI http://www.dcollection.net/handler/ewha/000000119255
- 본문언어 영어
- Published As http://dx.doi.org/10.1080/00031305.2015.1044564
- 저작권 이화여자대학교 논문은 저작권에 의해 보호받습니다.
초록/요약
In this article, we develop two general classes of discrete bivariate distributions. We derive general formulas for the joint distributions belonging to the classes. The obtained formulas for the joint distributions are very general in the sense that new families of distributions can be generated just by specifying the “baseline seed distributions.” The dependence structures of the bivariate distributions belonging to the proposed classes, along with basic statistical properties, are also discussed. New families of discrete bivariate distributions are generated from the classes. Furthermore, to assess the usefulness of the proposed classes, two discrete bivariate distributions generated from the classes are applied to analyze a real dataset and the results are compared with those obtained from conventional models. © 2015 American Statistical Association.
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