John E. Freund's mathematical statistics with applications
著者
書誌事項
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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注記
Rev. ed. of: John E. Freund's mathematical statistics. 6th ed. c1999
Includes bibliographical references and index
内容説明・目次
内容説明
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.
目次
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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