Mathematical Statistics (Springer Texts in Statistics)

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Mathematical Statistics (Springer Texts in Statistics) image
ISBN-10:

0387953825

ISBN-13:

9780387953823

Author(s): Shao, Jun
Edition: 2nd
Released: Jul 17, 2003
Publisher: Springer
Format: Hardcover, 608 pages

Description:

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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