Limit Theory for Mixing Dependent Random Variables von Lin Zhengyan | ISBN 9789048147489

Limit Theory for Mixing Dependent Random Variables

von Lin Zhengyan und Lu Chuanrong
Mitwirkende
Autor / AutorinLin Zhengyan
Autor / AutorinLu Chuanrong
Buchcover Limit Theory for Mixing Dependent Random Variables | Lin Zhengyan | EAN 9789048147489 | ISBN 90-481-4748-4 | ISBN 978-90-481-4748-9

Limit Theory for Mixing Dependent Random Variables

von Lin Zhengyan und Lu Chuanrong
Mitwirkende
Autor / AutorinLin Zhengyan
Autor / AutorinLu Chuanrong

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).