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
 * 24) Stress-Strength Analysis
 * 25) Comparing Life Data Sets
 * 26) Risk Analysis and Probabilistic Design with Monte Carlo Simulation
 * 27) Weibull++ SimuMatic
 * 28) Target Reliability Tool
 * 29) Event Log Data Analysis
 * 30) Appendices
 * 31) Appendix A: Least Squares/Rank Regression Equations
 * 32) Appendix B: Maximum Likelihood Estimation Example
 * 33) Appendix C: Special Analysis Methods
 * 34) Appendix D: Log-Likelihood Equations
 * 35) Appendix E: Life Data Analysis References