Life Data Analysis Reference Book

1. Introduction to Life Data Analysis
2. Basic Statistical Background
3. Life Distributions
4. Parameter Estimation
5. Life Data Classification
6. Confidence Bounds
7. The Exponential Distribution
8. The Weibull Distribution
9. The Normal Distribution
10. The Lognormal Distribution
11. The Mixed Weibull Distribution
12. The Generalized Gamma Distribution
13. The Gamma Distribution
14. The Logistic Distribution
15. The Loglogistic Distribution
16. The Gumbel/SEV Distribution
17. Non-Parametric Life Data Analysis
18. Competing Failure Modes Analysis
19. Warranty Data Analysis
20. Recurrent Event Data Analysis
21. Degradation Data Analysis
22. Reliability Test Design
23. 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

24. 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.