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Bayesian estimation of parameters of mixed geometric failure models from Type I group censored sample
Authors:J B Shah  M N Patel
Institution:1. Department of Statistics , R.J. Tibrewal College , Vastrapur, Ahmedabad , Gujarat , India;2. Department of Statistics, School of Sciences , Gujarat University , Ahmedabad , Gujarat , India
Abstract: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.
Keywords:Bayes estimator  geometric model  loss functions  mixture distribution  risk function  simulation  Type I group censoring
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