Bayesian estimation of parameters of mixed geometric failure models from Type I group censored sample

The estimation problem of the parameters of a mixed geometric lifetime model, using Bayesian approach and Type I group censored sample, will be investigated in the case of two subpopulations. The Bayes estimates are derived for squared error, minimum expected, general entropy and linex loss function...

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Veröffentlicht in:Journal of applied statistics 2009-05, Vol.36 (5), p.495-506
Hauptverfasser: Shah, J. B., Patel, M. N.
Format: Artikel
Sprache:eng
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Zusammenfassung:The estimation problem of the parameters of a mixed geometric lifetime model, using Bayesian approach and Type I group censored sample, will be investigated in the case of two subpopulations. The Bayes estimates are derived for squared error, minimum expected, general entropy and linex loss functions under informative and diffuse priors. A practical example given by Nelson (W.B. Nelson, Hazard plotting methods for analysis of the life data with different failure models, J. Qual. Technol. 2 (1970), pp. 126-149) is considered. A simulation study is carried out along with risk.
ISSN:0266-4763
1360-0532
DOI:10.1080/02664760802553422