Nisa, Khoirin and Kokonendji, Célestin C. and Saefuddin, Asep and Wigena, Aji H. and Mangku, I Wayan (2017) ON GENERALIZED VARIANCE OF NORMAL-POISSON MODEL AND POISSON VARIANCE ESTIMATION UNDER GAUSSIANITY. ARPN Journal of Engineering and Applied Sciences, 12 (12). pp. 3836-3842. ISSN 1819-6608
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Abstract
As an alternative to full Gaussianity, multivariate normal-Poisson model has been recently introduced. The model is composed by a univariate Poisson variable, and the remaining random variables given the Poisson one are real independent Gaussian variables with the same variance equal to the Poisson component. Under the statistical aspect of the generalized variance of normal-Poisson model, the parameter of the unobserved Poisson variable is estimated through a standardized generalized variance of the observations from the normal components. The proposed estimation is successfully evaluated through simulation study.
| Item Type: | Article |
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| Subjects: | H Social Sciences > HA Statistics |
| Divisions: | Fakultas Matematika dan Ilmu Pengetahuan Alam (FMIPA) > Prodi Matematika |
| Depositing User: | DR. KHOIRIN NISA |
| Date Deposited: | 10 Nov 2017 15:26 |
| Last Modified: | 10 Nov 2017 15:26 |
| URI: | http://repository.lppm.unila.ac.id/id/eprint/4219 |
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