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