Inferences Using Censored Samples and Record Values from Burr-XII
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Inferences Using Censored Samples and Record Values from Burr-XII

Inferences Using Censored Samples and Record Values from Burr-XII


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About the Book

Censoring is very common in life testing experiments and reliability studies. Progressive first-failure-censoring and an adaptive progressive Type II censoring schemes will be a good choice in this situation. Also, record values and associated statistics are of great importance in several real life problems. There are a number of situations in which an observation is retained only if it is a record value. In this book, we propose different methods to estimate the parameters of the Burr-XII distribution using different censoring schemes and record values. We used the maximum likelihood estimator, different parametric bootstrap methods and we provide a Bayesian method to estimate these parameters as well as the coefficient of variation, the stress-strength reliability model and hazard functions. In the Bayesian method we propose two approaches to approximate the posterior: Lindley's approximation and the Markov chain Monte Carlo (MCMC) methods. Also, the statistical Bayesian predictions have been treated. Bayesian prediction intervals based on progressive first-failure-censored from Burr-XII as a formative sample are obtained and discussed


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Product Details
  • ISBN-13: 9783659282652
  • Publisher: Lap Lambert Academic Publishing
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Spine Width: 12 mm
  • Width: 152 mm
  • ISBN-10: 3659282650
  • Publisher Date: 21 Oct 2012
  • Height: 229 mm
  • No of Pages: 216
  • Series Title: English
  • Weight: 372 gr


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