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Comparing the Bayesian Estimate of a Failure Rate with the Failure Rate of a Mixed Distribution

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  • URLhttps://db.koreascholar.com/Article/Detail/350464
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한국산업경영시스템학회 (Society of Korea Industrial and Systems Engineering)
초록

This paper is intended to compare between the Bayesian estimate of a failure rate and the failure rate of a mixed distribution. For the sake of simplification, an exponential distribution and a gamma distribution are adopted as a sampling distribution and its natural conjugate prior distribution. The result shows that both the failure rates are being updated using data and they differ in whether they are functions of unobserved future data or not.

목차
Abstract
 1. INTRODUCTION
 2. FAILURE RATES FROM THE PRIOR DISTRIBUTION
 3. FAILURE RATES FROM THE POSTERIOR DISTRIBUTION
 REFERENCES
저자
  • Suneung Ahn(Hanyang University Department of Industrial Engineering)