Chapter 1 Probability and Probability Distributions
Chapter 2 Multivariate Distributions
Chapter 3 Some Special Distributions
Chapter 4 Basic Statistical Inference
Chapter 5 Consistency and Limit Distributions
Chapter 6 Maximum Likelihood Method
Chapter 7 Sufficiency
Chapter 8: Optimal Testing of Hypotheses
Chapter 9 Inference of the Normal Line Model
Chapter 10 Nonparametric and Robust Statistics
Chapter 11 Bayesian Statistics
Appendix A Mathematical Notes
Appendix BR Introduction
Appendix C Commonly Used Distributions
Appendix D Distribution Table
Appendix E References
Appendix F Practice Problems Answers
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