Introduction to Mathematical Statistics

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  • Edition: 5th
  • Format: Hardcover
  • Copyright: 1995-01-01
  • Publisher: Prentice Hall
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This classic book retains its outstanding ongoing features and continues to provide readers with excellent background material necessary for a successful understanding of mathematical statistics. Chapter topics cover classical statistical inference procedures in estimation and testing, and an in-depth treatment of sufficiency and testing theory including uniformly most powerful tests and likelihood ratios. Many illustrative examples and exercises enhance the presentation of material throughout the book. For a more complete understanding of mathematical statistics.

Table of Contents

1. Probability and Distributions.
2. Multivariate Distributions.
3. Some Special Distributions.
4. Distributions of Functions of Random Variables.
5. Limiting Distributions.
6. Introduction to Statistical Inference.
7. Sufficient Statistics.
8. More About Estimation.
9. Theory of Statistical Tests.
10. Inferences About Normal Models.
11. Nonparametric Methods.

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