Basu-Dhar bivariate geometric distribution in the presence of covariates and censored data: a Bayesian approach
In this paper, we introduce classical and Bayesian approaches for the Basu-Dhar bivariate geometric distribution in the presence of covariates and censored data. This distribution is considered for the analysis of bivariate lifetime as an alternative to some existing bivariate lifetime distributions...
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| Veröffentlicht in: | Journal of applied statistics 2016-07, Vol.43 (9), p.1636-1648 |
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| container_title | Journal of applied statistics |
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| creator | Achcar, J. A. Davarzani, N. Souza, R. M. |
| description | In this paper, we introduce classical and Bayesian approaches for the Basu-Dhar bivariate geometric distribution in the presence of covariates and censored data. This distribution is considered for the analysis of bivariate lifetime as an alternative to some existing bivariate lifetime distributions assuming continuous lifetimes as the Block and Basu or Marshall and Olkin bivariate distributions. Maximum likelihood and Bayesian estimators are presented. Two examples are considered to illustrate the proposed methodology: an example with simulated data and an example with medical bivariate lifetime data. |
| doi_str_mv | 10.1080/02664763.2015.1117589 |
| format | Article |
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Two examples are considered to illustrate the proposed methodology: an example with simulated data and an example with medical bivariate lifetime data.</description><subject>Applied statistics</subject><subject>Basu-Dhar geometric distribution</subject><subject>Bayesian analysis</subject><subject>Blocking</subject><subject>censored data</subject><subject>Control charts</subject><subject>covariates</subject><subject>Discrete bivariate lifetime data</subject><subject>Estimators</subject><subject>Lifetime</subject><subject>Medical</subject><subject>Methodology</subject><subject>Simulation</subject><issn>0266-4763</issn><issn>1360-0532</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNp9kTGP1DAQhS0EEsvBT0CyREOTPY8dOw4V3AEH0kk0UFsTe8L6lLUXO-G0_56sdmkoqF7zvTcjfYy9BrEFYcW1kMa0nVFbKUBvAaDTtn_CNqCMaIRW8inbnJjmBD1nL2p9EEJY0GrD8g3Wpfm4w8KH-BtLxJn4T8p7mkv0PMS65rDMMSceE593xA-FKiVPPI_c50unckyBe0o1Fwo84IzvOPIbPFKNmDgeDiWj371kz0acKr265BX78fnT99svzf23u6-3H-4brzqYGzuStm2weuhlwFF1IRjZWw2hNUL6cezBaKBeexCDAeo6KaU3gFoH5e2grtjb8-569tdCdXb7WD1NEybKS3VgwQgNrbAr-uYf9CEvJa3fOehsC33fAqyUPlO-5FoLje5Q4h7L0YFwJw3urwZ30uAuGtbe-3MvpjGXPT7mMgU343HKZSyYfKxO_X_iD9akjog</recordid><startdate>20160703</startdate><enddate>20160703</enddate><creator>Achcar, J. 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M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-8fe584d85b92daf37dd629851d4602cff91651e95c10b61e77222c61a55d3c8b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Applied statistics</topic><topic>Basu-Dhar geometric distribution</topic><topic>Bayesian analysis</topic><topic>Blocking</topic><topic>censored data</topic><topic>Control charts</topic><topic>covariates</topic><topic>Discrete bivariate lifetime data</topic><topic>Estimators</topic><topic>Lifetime</topic><topic>Medical</topic><topic>Methodology</topic><topic>Simulation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Achcar, J. A.</creatorcontrib><creatorcontrib>Davarzani, N.</creatorcontrib><creatorcontrib>Souza, R. 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| source | Business Source Complete |
| subjects | Applied statistics Basu-Dhar geometric distribution Bayesian analysis Blocking censored data Control charts covariates Discrete bivariate lifetime data Estimators Lifetime Medical Methodology Simulation |
| title | Basu-Dhar bivariate geometric distribution in the presence of covariates and censored data: a Bayesian approach |
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