John E. Freund's mathematical statistics
著者
書誌事項
John E. Freund's mathematical statistics
Prentice Hall, c1999
6th ed.
- : Indian repr.
- タイトル別名
-
Mathematical statistics
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注記
Rev. ed. of: Mathematical statistics. 5th ed. c1992
Includes index
"ISBN=8120322363" based on 11th Indian reprint (2003), published from Prentice-Hall of India
内容説明・目次
内容説明
For a two-semester or a three-quarter calculus-based Introduction to the Mathematics of Statistics course. This classic, calculus-based introduction to the theory - and application - of statistics provides an unusually comprehensive depth and breadth of coverage and reflects the state-of-the-art in statistical thinking, the teaching of statistics, and current practices - including the use of the computer.
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. Estimation: Theory
11. Estimation: Applications
12. Hypothesis Testing: Theory
13. Hypothesis Testing: Applications.
14. Regression and Correlation.
15. Analysis of Variance.
16. Nonparametric Tests.
Appendix A. Sums and Products.
Appendix B. Special Probability Distributions.
Appendix C. Special Probability Densities.
Statistical Tables.
Answers to Odd-Numbered Exercises.
Index.
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