Overview
- Based on the influential first conference of the International Society for Non Parametric Statistics, which has an Advisory Committee featuring renowned researchers from around the world
- Provides important developments in statistical computing, high-dimensional data, machine learning, data mining and resampling methods
- Intended for advanced students and researchers
- Includes supplementary material: sn.pub/extras
Part of the book series: Springer Proceedings in Mathematics & Statistics (PROMS, volume 74)
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (32 papers)
-
Front Matter
Keywords
About this book
This volume is composed of peer-reviewed papers that have developed from the First Conference of the International Society for Non Parametric Statistics (ISNPS). This inaugural conference took place in Chalkidiki, Greece, June 15-19, 2012. It was organized with the co-sponsorship of the IMS, the ISI and other organizations. M.G. Akritas, S.N. Lahiri and D.N. Politis are the first executive committee members of ISNPS and the editors of this volume. ISNPS has a distinguished Advisory Committee that includes Professors R.Beran, P.Bickel, R. Carroll, D. Cook, P. Hall, R. Johnson, B. Lindsay, E. Parzen, P. Robinson, M. Rosenblatt, G. Roussas, T. SubbaRao and G. Wahba. The Charting Committee of ISNPS consists of more than 50 prominent researchers from all over the world.
The chapters in this volume bring forth recent advances and trends in several areas of nonparametric statistics. In this way, the volume facilitates the exchange of research ideas, promotes collaboration among researchers from all over the world and contributes to the further development of the field. The conference program included over 250 talks, including special invited talks, plenary talks and contributed talks on all areas of nonparametric statistics. Out of these talks, some of the most pertinent ones have been refereed and developed into chapters that share both research and developments in the field.
Editors and Affiliations
About the editors
M.G. Akritas, S.N. Lahiri and D.N. Politis are the first executive committee members of ISNPS (the International Society for Nonparametric Statistics) and the editors of this volume.
Bibliographic Information
Book Title: Topics in Nonparametric Statistics
Book Subtitle: Proceedings of the First Conference of the International Society for Nonparametric Statistics
Editors: Michael G. Akritas, S. N. Lahiri, Dimitris N. Politis
Series Title: Springer Proceedings in Mathematics & Statistics
DOI: https://doi.org/10.1007/978-1-4939-0569-0
Publisher: Springer New York, NY
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer Science+Business Media New York 2014
Hardcover ISBN: 978-1-4939-0568-3Published: 03 December 2014
Softcover ISBN: 978-1-4939-4581-8Published: 23 August 2016
eBook ISBN: 978-1-4939-0569-0Published: 02 December 2014
Series ISSN: 2194-1009
Series E-ISSN: 2194-1017
Edition Number: 1
Number of Pages: XVI, 367
Number of Illustrations: 40 b/w illustrations, 24 illustrations in colour
Topics: Statistical Theory and Methods, Statistics and Computing/Statistics Programs, Statistics, general