Applied Mathematical Statistics
應用數理統計學
Applied Mathematical Statistics
Applied Mathematical Statistics
Textbook
Hogg, R. V., McKean, J. W., & Craig, A. T. (2020). Introduction to mathematical statistics. 8th Ed. Pearson.
Hogg, R. V., Tanis, E. A., & Zimmerman, D. L. (2014). Probability and statistical inference. 9th Ed. New York: Macmillan.
Course Materials: created by Prof. Huang
Contents
Contents
Fall semester
Fall semester
Chapter 01: Probability
Chapter 02: Discrete Distributions
Chapter 03: Continuous Distributions
Chapter 04: Bivariate Distributions
Spring semester
Spring semester
Chapter 05: Properties of a Random Sample
Chapter 06: Point Estimation
Chapter 07: Sufficiency
Chapter 08: Optimal Tests of Hypotheses