John E. Freund's Mathematical Statistics with Applications, 8th edition

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John E. Freund's Mathematical Statistics with Applications, Eighth Edition, provides a calculus-based introduction to the theory and application of statistics, based on comprehensive coverage that reflects the latest in statistical thinking, the teaching of statistics, and current practices.

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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