John E. Freund's mathematical statistics with applications
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Bibliographic Information
John E. Freund's mathematical statistics with applications
Prentice Hall, c2004
7th ed. / Irwin Miller, Marylees Miller
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Mathematical statistics with applications
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Note
Rev. ed. of: John E. Freund's mathematical statistics. 6th ed. c1999
Includes bibliographical references and index
Description and Table of Contents
Description
For a two-semester or three-quarter calculus-based course in Introduction to Mathematical Statistics.
This classic calculus-based introduction to the theory and application of statistics provides an unusually comprehensive depth and breadth of coverage and reflects the latest in statistical thinking, the teaching of statistics, and current practices. New to this edition is the addition of an applications section at the end of each chapter that deals with the theory presented. Further emphasis has been placed on the use of computers in performing statistical calculations by including computer exercises.
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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