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John E. Freund's Mathematical Statistics with Applications


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Table of Contents

1. Introduction.

2. Probability.

3. Probability Distributions and Probability Densities.

4. Mathematical Expectation.

5. Special Probability Distributions.

6. Special Probability Densities.

7. Functions of Random Variables.

8. Sampling Distributions.

9. Decision Theory.

10. Point Estimation.

11. Interval Estimation.

12. Hypothesis Testing.

13. Tests of Hypotheses Involving Means, Variances, and Proportions.

14. Regression and Correlation.

15. Design and Analysis of Experiments.

16. Nonparametric Tests.

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