
Introduction to Empirical Processes and Semiparametric Inference.
Title:
Introduction to Empirical Processes and Semiparametric Inference.
Author:
Kosorok, Michael R.
ISBN:
9780387749785
Personal Author:
Physical Description:
1 online resource (495 pages)
Series:
Springer Series in Statistics
Contents:
Pages:1 to 25 -- Pages:26 to 50 -- Pages:51 to 75 -- Pages:76 to 100 -- Pages:101 to 125 -- Pages:126 to 150 -- Pages:151 to 175 -- Pages:176 to 200 -- Pages:201 to 225 -- Pages:226 to 250 -- Pages:251 to 275 -- Pages:276 to 300 -- Pages:301 to 325 -- Pages:326 to 350 -- Pages:351 to 375 -- Pages:376 to 400 -- Pages:401 to 425 -- Pages:426 to 450 -- Pages:451 to 475 -- Pages:476 to 495.
Abstract:
The goal of this book is to introduce statisticians, and other researchers with a background in mathematical statistics, to empirical processes and semiparametric inference. These powerful research techniques are surpr- ingly useful for studying large sample properties of statistical estimates from realistically complex models as well as for developing new and - proved approaches to statistical inference. This book is more of a textbook than a research monograph, although a number of new results are presented. The level of the book is more - troductory than the seminal work of van der Vaart and Wellner (1996). In fact, another purpose of this work is to help readers prepare for the mathematically advanced van der Vaart and Wellner text, as well as for the semiparametric inference work of Bickel, Klaassen, Ritov and We- ner (1997). These two books, along with Pollard (1990) and Chapters 19 and 25 of van der Vaart (1998), formulate a very complete and successful elucidation of modern empirical process methods. The present book owes much by the way of inspiration, concept, and notation to these previous works.What is perhaps new is the gradual-yetrigorous-anduni?ed way this book introduces the reader to the ?eld.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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Electronic Access:
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