Journal of the Korean Society for Industrial and Applied Mathematics
- Volume 12 Issue 2
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- Pages.81-95
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- 2008
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- 1226-9433(pISSN)
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- 1229-0645(eISSN)
ON ESTIMATION OF NEGATIVE POLYA-EGGENBERGER DISTRIBUTION AND ITS APPLICATIONS
- Hassan, Anwar (Department of Statistics, University of Kashmir) ;
- Bilal, Sheikh (Department of Statistics, Degree College)
- Received : 2008.01.18
- Published : 2008.06.25
Abstract
In this paper, the negative Polya-Eggenberger distribution has been introduced by compounding negative binomial distribution with beta distribution of I-kind which generates a number of univariate contagious or compound (or mixture of) distributions as its particular cases. The distribution is unimode, over dispersed and all of its positive and negative integer moments exist. The difference equation of the proposed model shows that it is a member of the Ord's family of distribution. Some of its interesting properties have been explored besides different methods of estimation been discussed. Finally, the parameters of the proposed model have been estimated by using a computer programme in R-software. Application of the proposed model to some data, available in the literature, has been given and its goodness of fit demonstrated.
Keywords
- Negative binominal distribution;
- negative Polya-Eggenberger distribution;
- recurrence relations;
- probability generating function;
- chi-square fitting