Limit Theory for Mixing Dependent Random Variables

Limit Theory for Mixing Dependent Random Variables

EnglishPaperback / softbackPrint on demand
Lin Zhengyan
Springer
EAN: 9789048147489
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Detailed information

For many practical problems, observations are not independent. In this book, limit behaviour of an important kind of dependent random variables, the so-called mixing random variables, is studied. Many profound results are given, which cover recent developments in this subject, such as basic properties of mixing variables, powerful probability and moment inequalities, weak convergence and strong convergence (approximation), limit behaviour of some statistics with a mixing sample, and many useful tools are provided.
Audience: This volume will be of interest to researchers and graduate students in the field of probability and statistics, whose work involves dependent data (variables).
EAN 9789048147489
ISBN 9048147484
Binding Paperback / softback
Publisher Springer
Publication date December 9, 2010
Pages 430
Language English
Dimensions 240 x 160
Country Netherlands
Authors Lin Zhengyan; Lu Chuanrong
Illustrations XII, 430 p.
Edition Softcover reprint of hardcover 1st ed. 1996
Series Mathematics and Its Applications