Statistics 375

Mathematical Statistics


Mathematical Statistics and Data Analysis, 3/e,
by John Rice, Cengage Learning, 2007

Course Notes

The following outline is from Rice's table of contents.

1. Probability

2. Random Variables

3. Joint Distributions

4. Expected Values

5. Limit Theorems

6. Distributions Derived from the Normal Distribution

7. Survey Sampling

8. Estimation of Parameters and Fitting of Probability Distributions

9. Testing Hypotheses and Assessing Goodness of Fit

10. Summarizing Data

11. Comparing Two Samples

12. The Analysis of Variance

13. The Analysis of Categorical Data

14. Linear Least Squares