Economical sampling plans with warranty based on truncated data from Burr type XII distribution

Economical sampling plans with warranty based on truncated data from Burr type XII distribution

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Article ID: iaor201526800
Volume: 66
Issue: 9
Start Page Number: 1511
End Page Number: 1518
Publication Date: Sep 2015
Journal: Journal of the Operational Research Society
Authors: , , , ,
Keywords: statistics: sampling, statistics: distributions
Abstract:

Economical sampling plans to ensure the qualities of Burr type XII distributed lifetimes were established using a truncated life test. The Bayesian inference method was used to address the lot‐to‐lot variation of products. The sampling plan was characterized by the sample size and the acceptance number to minimize the expected total cost. A simple empirical Bayesian estimation method was provided to estimate the hyperparameters of prior distribution, and simulation studies were conducted to validate the proposed empirical Bayesian estimation method. Lastly, the application of this proposed method was illustrated using two examples.

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