Statistical modeling for degradation data. ([2017])

• Record Type: Book
• Further Information: Note: Ding-Geng (Din) Chen, Yuhlong Lio, Hon Keung Tony Ng, Tzong-Ru Tsai (editors).
• Editors: Chen, Ding-Geng; Lio, Yuhlong; Ng, H. K. Tony, 1975-; Tsai, Tzong-Ru
• Contents: I. Review and Theoretical Framework -- Chapter 1: Stochastic Accelerated Degradation Models Based on a Generalized Cumu-lative Damage Approach -- Chapter 2: Hierarchical Bayesian Change-Point Analysis for Nonlinear Degradation Data -- Chapter 3: Degradation Modeling, Analysis, and Applications on Residual Life Predic-tion -- Chapter 4: On Some Shock Models with Poisson and Generalized Poisson Shock Processes -- Chapter 5: Degradation Based Reliability Modeling and Assessment of Complex Systems in Dynamic Environments -- Chapter 6: A Survey of the Modeling and Applications on Non-Destructive and De-structive Degradation Tests -- II. Modeling and Experimental Designs -- Chapter 7: Degradation Test Plan for a Nonlinear Random-Coefficients Model -- Chapter 8: Optimal Designs for LED Degradation Modeling -- Chapter 9: Gamma Degradation Models: Inferences and Optimal Designs -- Chapter 10: Model Misspecification analysis of Inverse Gaussian and Gamma Degrada-tion Processes -- III. Applications -- Chapter 11: Practical Application of Fréchet Shock-Degradation Models for System Failures -- Chapter 12: Statistical Methods for Thermal Index Estimation Based on Accelerated Destructive Degradation Test Data -- Chapter 13: Inference on Remaining Useful Life Under Gamma Degradation Models with Random effects. -- Chapter 14: ADDT: An R Package for Analysis of Accelerated Destructive Degradation Test Data -- Chapter 15: Modeling and Inference of CD4 Data.
• Publisher Details: Singapore : Springer
• Publication Date: 2017
• Extent: 1 online resource (xviii, 376 pages), illustrations (some color)
• Subjects: 519.5; Statistics; Regression analysis; Reliability (Engineering) -- Statistical methods; Reliability (Engineering) -- Mathematical models; Mathematical statistics; MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Statistics; Reliability (Engineering) -- Statistical methods; Reliability (Engineering) -- Mathematical models; Mathematical statistics; Regression analysis; Business & Economics -- Statistics; Probability & statistics; Electronic books
• Languages: English
• ISBNs: 9789811051944; 9811051941
• Related ISBNs: 9789811051937; 9811051933
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.