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Full Description
For courses in mathematical statistics.
Comprehensive coverage of mathematical statistics - with a proven approach
Introduction to Mathematical Statistics by Hogg, McKean, and Craig enhances student comprehension and retention with numerous, illustrative examples and exercises. Classical statistical inference procedures in estimation and testing are explored extensively, and the text's flexible organisation makes it ideal for a range of mathematical statistics courses.
Substantial changes to the 8th Edition - many based on user feedback - help students appreciate the connection between statistical theory and statistical practice, while other changes enhance the development and discussion of the statistical theory presented.
Contents
1. Probability and Distributions
2. Multivariate Distributions
3. Some Special Distributions
4. Some Elementary Statistical Inferences
5. Consistency and Limiting Distributions
6. Maximum Likelihood Methods
7. Sufficiency
8. Optimal Tests of Hypotheses
9. Inferences About Normal Linear Models
10. Nonparametric and Robust Statistics
11. Bayesian Statistics
Appendices:
A. Mathematical Comments
B. R Primer
C. Lists of Common Distributions
D. Table of Distributions
E. References
F. Answers to Selected Exercises
Index
