Interval estimation for parameters of a bivariate time varying covariate model
This paper investigates several asymptotic confidence interval estimates, based on the Wald, likelihood ratio and the score statistics for the parameters of a parallel two-component system model, with dependent failure and a time varying covariate, when data is censored. This model is an extension o...
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| Format: | Article |
| Language: | English |
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Universiti Pertanian Malaysia Press
2009
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| Online Access: | http://psasir.upm.edu.my/id/eprint/15280/1/Interval%20estimation%20for%20parameters%20of%20a%20bivariate%20time%20varying%20covariate%20model.pdf |
| _version_ | 1796968814418591744 |
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| author | Arasan, Jayanthi |
| author_facet | Arasan, Jayanthi |
| author_sort | Arasan, Jayanthi |
| collection | UPM |
| description | This paper investigates several asymptotic confidence interval estimates, based on the Wald, likelihood ratio and the score statistics for the parameters of a parallel two-component system model, with dependent failure and a time varying covariate, when data is censored. This model is an extension of the bivariate exponential model. The procedures are investigated via a coverage probability study using the simulated data. The results clearly indicate that the interval estimates, based on the likelihood ratio method, work better than any of the other two methods when dealing with the censored data. |
| first_indexed | 2024-03-06T07:33:52Z |
| format | Article |
| id | upm.eprints-15280 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T07:33:52Z |
| publishDate | 2009 |
| publisher | Universiti Pertanian Malaysia Press |
| record_format | dspace |
| spelling | upm.eprints-152802015-07-31T14:11:27Z http://psasir.upm.edu.my/id/eprint/15280/ Interval estimation for parameters of a bivariate time varying covariate model Arasan, Jayanthi This paper investigates several asymptotic confidence interval estimates, based on the Wald, likelihood ratio and the score statistics for the parameters of a parallel two-component system model, with dependent failure and a time varying covariate, when data is censored. This model is an extension of the bivariate exponential model. The procedures are investigated via a coverage probability study using the simulated data. The results clearly indicate that the interval estimates, based on the likelihood ratio method, work better than any of the other two methods when dealing with the censored data. Universiti Pertanian Malaysia Press 2009-07 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/15280/1/Interval%20estimation%20for%20parameters%20of%20a%20bivariate%20time%20varying%20covariate%20model.pdf Arasan, Jayanthi (2009) Interval estimation for parameters of a bivariate time varying covariate model. Pertanika Journal of Science & Technology, 17 (2). pp. 313-323. ISSN 0128-7680; ESSN: 2231-8526 http://www.pertanika.upm.edu.my/view_archives.php?journal=JST-17-2-7 |
| spellingShingle | Arasan, Jayanthi Interval estimation for parameters of a bivariate time varying covariate model |
| title | Interval estimation for parameters of a bivariate time varying covariate model |
| title_full | Interval estimation for parameters of a bivariate time varying covariate model |
| title_fullStr | Interval estimation for parameters of a bivariate time varying covariate model |
| title_full_unstemmed | Interval estimation for parameters of a bivariate time varying covariate model |
| title_short | Interval estimation for parameters of a bivariate time varying covariate model |
| title_sort | interval estimation for parameters of a bivariate time varying covariate model |
| url | http://psasir.upm.edu.my/id/eprint/15280/1/Interval%20estimation%20for%20parameters%20of%20a%20bivariate%20time%20varying%20covariate%20model.pdf |
| work_keys_str_mv | AT arasanjayanthi intervalestimationforparametersofabivariatetimevaryingcovariatemodel |