Exercises And Worked Examples In Statistics
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Mathematical Statistics
Author | : Jun Shao |
Publisher | : Springer Science & Business Media |
Total Pages | : 607 |
Release | : 2008-02-03 |
Genre | : Mathematics |
ISBN | : 0387217185 |
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This graduate textbook covers topics in statistical theory essential for graduate students preparing for work on a Ph.D. degree in statistics. This new edition has been revised and updated and in this fourth printing, errors have been ironed out. The first chapter provides a quick overview of concepts and results in measure-theoretic probability theory that are useful in statistics. The second chapter introduces some fundamental concepts in statistical decision theory and inference. Subsequent chapters contain detailed studies on some important topics: unbiased estimation, parametric estimation, nonparametric estimation, hypothesis testing, and confidence sets. A large number of exercises in each chapter provide not only practice problems for students, but also many additional results.
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