Subsampling (Springer Series in Statistics) - Softcover

Politis, Dimitris N.; Romano, Joseph P.; Wolf, Michael

Softcover

ISBN 10: 1461271908 ISBN 13: 9781461271901

Publisher: Springer, 2012

Synopsis

Since Efron's profound paper on the bootstrap, an enormous amount of effort has been spent on the development of bootstrap, jacknife, and other resampling methods. The primary goal of these computer-intensive methods has been to provide statistical tools that work in complex situations without imposing unrealistic or unverifiable assumptions about the data generating mechanism. This book sets out to lay some of the foundations for subsampling methodology and related methods.

About this title

About the Author

Dimitris N. Politis is Professor of Mathematics and Adjunct Professor of Economics at the University of California, San Diego. His research interests include Time Series Analysis, Resampling and Subsampling, Nonparametric Function Estimation, and Model-free Prediction. He has served as Editor of the IMS Bulletin (2010-2013), Co-Editor of the Journal of Time Series Analysis (2013-present), Co-Editor of the Journal of Nonparametric Statistics (2008-2011), and as Associate Editor for several journals including Bernoulli, the Journal of the American Statistical Association, and the Journal of the Royal Statistical Society, Series B. He is a fellow of the Institute of Mathematical Statistics (IMS) and the American Statistical Association, former fellow of the John Simon Guggenheim Memorial Foundation, and co-founder (with M. Akritas and S.N. Lahiri) of the International Society for NonParametric Statistics.

From the Back Cover

Subsampling is an important research area in nonparametric statistics, and is of interest to statisticians in many different areas.

Edition details

• Publisher: Springer
• Publication date: 2012
• Language: English
• ISBN 10: 1461271908
• ISBN 13: 9781461271901
• Binding: Paperback
• Number of pages: 348