Life Data Analysis Reference Book

ReliaSoft's Life Data Analysis Reference

Chapter Index

Introduction to Life Data Analysis Basic Statistical Background Life Distributions Parameter Estimation Life Data Classification Confidence Bounds The Exponential Distribution Exponential Parameter Estimation Exponential Confidence Bounds The Weibull Distribution Weibull Parameter Estimation Weibull Confidence Bounds Bayesian-Weibull Analysis The Normal Distribution Normal Parameter Estimation Normal Confidence Bounds The Lognormal Distribution Lognormal Parameter Estimation Lognormal Confidence Bounds The Mixed Weibull Distribution The Generalized Gamma Distribution The Gamma Distribution The Logistic Distribution Logistic Confidence Bounds The Loglogistic Distribution The Gumbel/SEV Distribution Non-Parametric Life Data Analysis Competing Failure Modes Analysis Warranty Data Analysis Recurrent Event Data Analysis Degradation Data Analysis Reliability Test Design Additional Reliability Analysis Tools Stress-Strength Analysis Comparing Life Data Sets Risk Analysis and Probabilistic Design with Monte Carlo Simulation Weibull++ SimuMatic Target Reliability Tool Event Log Data Analysis Maintenance Planning Appendices Appendix A: Least Squares/Rank Regression Equations Appendix B: Maximum Likelihood Estimation Example Appendix C: Special Analysis Methods Appendix D: Log-Likelihood Equations Appendix E: Life Data Analysis References

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As a supplement to the reference book, the examples collection provides quick access to a variety of step-by-step examples that demonstrate how you can put the capabilities to work for you. Some of these examples also appear in the reference book.