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Prof. Shawky Ahmed Ibrahim Elsayed :: Publications: |
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| Title: | On Finite Mixture of two-Component Exponentiated Gamma Distribution |
| Authors: | A.I. Shawky and R.A. Bakoban |
| Year: | 2009 |
| Keywords: | Finite mixture; Statis tical properties ; Maximum likelihood; Bayes ian analys is ; Sq u a red error los s function; LINEX los s function; Lindley's approximation; Expone n t ia t ed gamma distribution. |
| Journal: | Journal of Applied Sciences Research |
| Volume: | 5 |
| Issue: | 10 |
| Pages: | 1351-1369 |
| Publisher: | © 2009, INSInet Publication |
| Local/International: | International |
| Paper Link: | Not Available |
| Full paper | Not Available |
| Supplementary materials | Not Available |
| Abstract: |
Abstr act: This article is cons idered with the problem of es timating the parameters, reliability and failure rate functions of the finite mixture of two components from exp o nentiated gamma distributions. The maximum likelihood and Bayes methods of estimation are used. An approximatio n fo rm due to Lindley (1980) is us ed for obtaining the Bayes es timates under the squared e rro r los s and LINEX los s functions . Comparisons are mad e b e twe e n thes e es timators and the maximum likelihood ones us ing Monte Carlo simulation study. |
