Читать книгу Accelerated Life Testing of One-shot Devices - Narayanaswamy Balakrishnan - Страница 2
Table of Contents
Оглавление1 Cover
5 Preface
7 Chapter 1: One‐Shot Device Testing Data 1.1 Brief Overview 1.2 One‐Shot Devices 1.3 Accelerated Life‐Tests 1.4 Examples in Reliability and Survival Studies 1.5 Recent Developments in One‐Shot Device Testing Analysis
8 Chapter 2: Likelihood Inference 2.1 Brief Overview 2.2 Under CSALTs and Different Lifetime Distributions 2.3 EM‐Algorithm 2.4 Interval Estimation 2.5 Simulation Studies 2.6 Case Studies with R Codes
9 Chapter 3: Bayesian Inference 3.1 Brief Overview 3.2 Bayesian Framework 3.3 Choice of Priors 3.4 Simulation Studies 3.5 Case Study with R Codes
10 Chapter 4: Model Mis‐Specification Analysis and Model Selection 4.1 Brief Overview 4.2 Model Mis‐Specification Analysis 4.3 Model Selection 4.4 Simulation Studies 4.5 Case Study with R Codes
11 Chapter 5: Robust Inference 5.1 Brief Overview 5.2 Weighted Minimum Density Power Divergence Estimators 5.3 Asymptotic Distributions 5.4 Robust Wald‐type Tests 5.5 Influence Function 5.6 Simulation Studies 5.7 Case Study with R Codes
12 Chapter 6: Semi‐Parametric Models and Inference 6.1 Brief Overview 6.2 Proportional Hazards Models 6.3 Likelihood Inference 6.4 Test of Proportional Hazard Rates 6.5 Simulation Studies 6.6 Case Studies with R Codes
13 Chapter 7: Optimal Design of Tests 7.1 Brief Overview 7.2 Optimal Design of CSALTs 7.3 Optimal Design with Budget Constraints 7.4 Case Studies with R Codes 7.5 Sensitivity of Optimal Designs
14 Chapter 8: Design of Simple Step‐Stress Accelerated Life‐Tests 8.1 Brief Overview 8.2 One‐Shot Device Testing Data Under Simple SSALTs 8.3 Asymptotic Variance 8.4 Optimal Design of Simple SSALT 8.5 Case Studies with R Codes
15 Chapter 9: Competing‐Risks Models 9.1 Brief Overview 9.2 One‐Shot Device Testing Data with Competing Risks 9.3 Likelihood Estimation for Exponential Distribution 9.4 Likelihood Estimation for Weibull Distribution 9.5 Bayesian Estimation 9.6 Simulation Studies 9.7 Case Study with R Codes
16 Chapter 10: One‐Shot Devices with Dependent Components 10.1 Brief Overview 10.2 Test Data with Dependent Components 10.3 Copula Models 10.4 Estimation of Dependence 10.5 Simulation Studies 10.6 Case Study with R Codes
17 Chapter 11: Conclusions and Future Directions 11.1 Brief Overview 11.2 Concluding Remarks 11.3 Future Directions
19 Appendix B: Observed Information Matrix
20 Appendix C: Non‐Identifiable Parameters for SSALTs Under Weibull Distribution
21 Appendix D: Optimal Design Under Weibull Distributions with Fixed
22 Appendix E: Conditional Expectations for Competing Risks Model Under Exponential Distribution
23 Appendix F: Kendall's Tau for Frank Copula
24 Bibliography
25 Author Index
