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Mathematical statistics
~
Shao, Jun.
Mathematical statistics
紀錄類型:
書目-電子資源 : 單行本
正題名/作者:
Mathematical statistics/ Jun Shao.
作者:
Shao, Jun.
出版者:
New York :Springer,�999.
面頁冊數:
1 online resource (xiv, 529 pages).
標題:
Mathematical statistics. -
電子資源:
Click here for online access to this book (查閱全文) (EBSCO eBook)
ISBN:
0387227598 (electronic bk.)
ISBN:
9780387227597 (electronic bk.)
Mathematical statistics
Shao, Jun.
Mathematical statistics
[electronic resource] /Jun Shao. - New York :Springer,�999. - 1 online resource (xiv, 529 pages). - Springer texts in statistics. - Springer texts in statistics..
Includes bibliographical references (p. 493-503) and indexes.
Cover -- Preface -- Table of Contents -- 1. Probability Theory -- 2. Fundamentals of Statistics -- 3. Unbiased Estimation -- 4. Estimation in Parametric Models -- 5. Estimation in Nonparametric Models -- 6. Hypothesis Tests -- 7. Confidence Sets -- References -- Appendix A -- Abbreviations -- Appendix B -- Notation -- Author Index.
This graduate textbook covers topics in statistical theory essential for graduate students preparing for work on a Ph. D. degree in statistics. 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. Chapters 3-7 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. In addition to the classical results that are typically covered in a textbook of a similar level, this book introduces some topics in modern statistical theory that have been developed in recent years, such as Markov chain Monte Carlo, quasi-likelihoods, empirical likelihoods, statistical functionals, generalized estimation equations, the jackknife, and the bootstrap. Jun Shao is Professor of Statistics at the University of Wisconsin, Madison.
ISBN: 0387227598 (electronic bk.)Subjects--Topical Terms:
147369
Mathematical statistics.
Index Terms--Genre/Form:
172687
Electronic books.
LC Class. No.: QA276 / .S458 1999eb
Dewey Class. No.: 519.5
Mathematical statistics
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