Statistical Modeling for Degradation Data (Paperback)

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 Frechet 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.