Introduction to probability and mathematical statistics
著者
書誌事項
Introduction to probability and mathematical statistics
Duxbury Press, c1992
2nd ed
- : international student ed
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注記
Includes bibliographical references: p. 638-640
Includes index
内容説明・目次
内容説明
This text aims to provide a strong theoretical foundation balanced with numerous applied and realistic exercises and examples. For flexibility in course contents, advanced or optional topics such as extreme-value distributions, regression and linear models, and reliability and survival distributions are included. This edition has been revised to include more theoretical discussion to provide a solid grounding in theory while giving students an idea of how the subject appliues to the real world. The text has also been revised to allow for an earlier development of properties of random variables and their distributions. Special probability distributions are placed separately in Chapter 3.
目次
- Probability
- Random Variables and Their Distributions
- Special Probability Distributions
- Joint Distributions
- Properties of Random Variables
- Functions of Random Variables
- Limiting Distributions
- Statistics and Sampling Distributions
- Point Estimation
- Sufficiency and Completeness
- Interval Estimation
- Test of Hypotheses
- Contingency Tables and Goodness-of-Fit
- Nonparametric Methods
- Regression and Linear Models
- Reliability and Survival Distributions
- Answers to Selected Exercises.
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