| Preface 1 Competing Risk Modeling in Reliability Tim Bedford 1.1 Introduction 1.2 Independent and Dependent Competing Risks . 1.3 Characterization of Possible Marginals 1.4 Kolmogorov-Smirnov Test 1.5 Conservatism of Independence 1.6 The Bias of Independence 1.7 Maintenance as a Censoring Mechanism 1.7.1 Dependent copula model 1.7.2 Random clipping 1.7.3 Random signs 1.7.4 LBL model... 1.7.5 Mixed exponential model 1.7.6 Delay time model 1.8 Loosening the Renewal Assumption 1.9 Conclusion References 2 Game-Theoretic and Reliability Methods in Counter-Terrorism and Security Vicki Bier 2.1 Introduction 2.2 Applications of Reliability Analysis to Security 2.3 Applications of Game Theory to Security 2.3.1 Security as a game between defenders 2.4 Combining Reliability Analysis and Game Theory 2.5 Directions for Future Work 2.6 Conclusion Acknowledgments References 3 Regression Models for Reliability Given the Usage Accumulation History Thierry Duchesne 3.1 Introduction 3.1.1 Definitions and notation 3.1.2 Common lifetime regression models 3.2 Other Approaches to Regression Model Building 3.2.1 Models based on transfer functionals 3.2.2 Models based on internal wear 3.3 Collapsible Models 3.3.1 Two-dimensional prediction problems 3.4 Discussion Acknowledgments References 4 Bayesian Methods for Assessing System Reliability: Models and Computation Todd Graves and Michael Hamada 4.1 Challenges in Modern Reliability Analyses 4.2 Three Important Examples 4.2.1 Example 1: Reliability of a component based on biased sampling 4.2.2 Example 2: System reliability based on partially informative tests 4.2.3 Example 3: Integrated system reliability based on diverse data 4.3 YADAS: a Statistical Modeling Environment 4.3.1 Expressing arbitrary models 4.3.2 Special algorithms 4.3.3 Interfaces, present and future 4.4 Examples Revisited …… |
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