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Preface. 1. Introduction. Part A: Probability and Random Variables. 2. Basic Probability Concepts. 3. Random Variables and Probability Distributions. 4. Expectations And Moments. 5. Functions of Random Variables. 6. Some Important Discrete Distributions. 7. Some Important Continuous Distributions. Part B: Statistical Inference, Parameter Estimation, and Model Verification. 8. Observed Data and Graphical Representation. 9. Parameter Estimation. 10. Model Verification. 11. Linear Models and Linear Regression. Appendix A: Tables. Appendix B: Computer Software. Appendix C: Answers to Selected Problems. Subject Index.