Life Data Analysis Reference Book

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Topic list - ReliaSoft's life data analysis reference
  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
    • Maintenance Planning
  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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