John E. Freund's mathematical statistics with applications
著者
書誌事項
John E. Freund's mathematical statistics with applications
Pearson, c2014
8th ed
- タイトル別名
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Mathematical statistics with applications
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
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.
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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