Editors:
Features new findings in the area of nonparametric, robust and multivariate statistics
Includes contributions on statistical signal processing
Appeals to researchers and PhD students interested in the latest developments in the field
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Table of contents (27 chapters)
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Front Matter
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Remarks About Hannu Oja’s Career and Publications
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Front Matter
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Univariate Nonparametric and Robust Methods
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Front Matter
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Nonparametric and Robust Methods for Multivariate and Functional Data
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Front Matter
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About this book
Written by leading experts in the field, this edited volume brings together the latest findings in the area of nonparametric, robust and multivariate statistical methods. The individual contributions cover a wide variety of topics ranging from univariate nonparametric methods to robust methods for complex data structures. Some examples from statistical signal processing are also given. The volume is dedicated to Hannu Oja on the occasion of his 65th birthday and is intended for researchers as well as PhD students with a good knowledge of statistics.
Editors and Affiliations
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Department of Mathematics and Statistics, School of Health Sciences, University of Turku, Turku, Finland
Klaus Nordhausen
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Department of Mathematics and Statistics, University of Jyväskylä, Jyväskylä, Finland
Sara Taskinen
About the editors
Dr. Klaus Nordhausen is a postdoctoral researcher at the Department of Mathematics and Statistics at the University of Turku. His main research interests include multivariate and robust statistical methods and blind source separation.
Dr. Sara Taskinen is an Academy Research Fellow at the Department of Mathematics and Statistics at the University of Jyväskylä. Her main research interests include nonparametric and robust multivariate methods, statistical signal processing and robust methods in biology and ecology.
Bibliographic Information
Book Title: Modern Nonparametric, Robust and Multivariate Methods
Book Subtitle: Festschrift in Honour of Hannu Oja
Editors: Klaus Nordhausen, Sara Taskinen
DOI: https://doi.org/10.1007/978-3-319-22404-6
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Hardcover ISBN: 978-3-319-22403-9Published: 14 October 2015
Softcover ISBN: 978-3-319-36129-1Published: 23 August 2016
eBook ISBN: 978-3-319-22404-6Published: 05 October 2015
Edition Number: 1
Number of Pages: XX, 506
Topics: Statistical Theory and Methods, Signal, Image and Speech Processing, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences