Advances in Degradation Modeling

Applications to Reliability, Survival Analysis, and Finance

ISBN: 978-0-8176-4923-4 (Print) 978-0-8176-4924-1 (Online)

Table of contents (26 chapters)

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  1. Front Matter

    Pages i-xxxviii

  2. Review, Tutorials, and Perspective

    1. Front Matter

      Pages 1-1

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      Book Chapter

      Pages 3-16

      Trends in the Statistical Assessment of Reliability

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      Book Chapter

      Pages 17-25

      Degradation Processes: An Overview

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      Book Chapter

      Pages 27-37

      Defect Initiation, Growth, and Failure – A General Statistical Model and Data Analyses

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      Book Chapter

      Pages 39-55

      Properties of Lifetime Estimators Based on Warranty Data Consisting only of Failures

  3. Shock Models

    1. Front Matter

      Pages 56-56

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      Book Chapter

      Pages 59-76

      Shock Models

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      Book Chapter

      Pages 77-104

      Parametric Shock Models

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      Book Chapter

      Pages 105-116

      Poisson Approximation of Processes with Locally Independent Increments and Semi-Markov Switching – Toward Application in Reliability

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      Book Chapter

      Pages 117-124

      On Some Shock Models of Degradation

  4. Degradation Models

    1. Front Matter

      Pages 125-125

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      Book Chapter

      Pages 127-146

      The Wiener Process as a Degradation Model: Modeling and Parameter Estimation

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      Book Chapter

      Pages 147-155

      On the General Degradation Path Model: Review and Simulation

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      Book Chapter

      Pages 157-180

      A Closer Look at Degradation Models: Classical and Bayesian Approaches

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      Book Chapter

      Pages 181-194

      Optimal Prophylaxis Policy Under Non-monotone Degradation

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      Book Chapter

      Pages 195-208

      Deterioration Processes With Increasing Thresholds

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      Book Chapter

      Pages 209-233

      Failure Time Models Based on Degradation Processes

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      Book Chapter

      Pages 235-240

      Degradation and Fuzzy Information

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      Book Chapter

      Pages 241-249

      A New Perspective on Damage Accumulation, Marker Processes, and Weibull’s Distribution

  5. Reliability Estimation and ALT

    1. Front Matter

      Pages 250-250

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      Book Chapter

      Pages 253-274

      Reliability Estimation of Mechanical Components Using Accelerated Life Testing Models

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      Book Chapter

      Pages 275-291

      Reliability Estimation from Failure-Degradation Data with Covariates

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      Book Chapter

      Pages 293-310

      Asymptotic Properties of Redundant Systems Reliability Estimators

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      Book Chapter

      Pages 311-320

      An Approach to System Reliability Demonstration Based on Accelerated Test Results on Components

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