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1. Modeling Random Behavior with Probability Distributions.- 2. Selecting Statistical Software Tools for Six Sigma Practitioners.- 3. Applying Nonnormal Distribution Models in Six Sigma Projects.- 4. Applying Distribution Models and Simulation in Six Sigma Projects.- 5. Glossary of Terms.- 6. Bernoulli (Yes-No) Distribution Family.- 7. Beta Distribution Family.- 8. Binomial Distribution Family.- 9. Chi-Squared Distribution Family.- 10. Discrete Uniform Distribution Family.- 11. Exponential Distribution Family.- 12. Extreme Value (Gumbel) Distribution Family.- 13. F Distribution Family.- 14. Gamma Distribution Family.- 15. Geometric Distribution Family.- 16. Hypergeometric Distribution Family.- 17. Laplace Distribution Family.- 18. Logistic Distribution Family.- 19. Lognormal Distribution Family.- 20. Negative Binomial Distribution Family.- 21. Normal (Gaussian) Distribution Family.- 22. Pareto Distribution Family.- 23. Poisson Distribution Family.- 24. Rayleigh Distribution Family.- 25 Student's t Distribution Family.- 26 Triangular Distribution Family.- 27. Uniform Distribution Family.- 28. Weibull Distribution Family