Modern Nonparametric, Robust and Multivariate Methods

Festschrift in Honour of Hannu Oja

Klaus Nordhausen, Sara Taskinen (Herausgeber)

Buch | Hardcover

XX, 506 Seiten

2015 | 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-22403-9 (ISBN)

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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.

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.

Foreword.- Preface.- Part I: Remarks About Hannu Oja's Career and Publications.- Part II: Univariate Nonparametric and Robust Methods.- Part III: Nonparametric and Robust Methods for Multivariate and Functional Data.- Part IV: Invariant Coordinate Selection and Related Methods.

Erscheinungsdatum	26.11.2015
Zusatzinfo	XX, 506 p.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	949 g
Themenwelt	Mathematik / Informatik ► Informatik
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
	Technik ► Elektrotechnik / Energietechnik
Schlagworte	62H10, 62H12, 62H15, 62H20, 62G10, 62G35, 92C55 • asymptotics • dimension reduction • mathematics and statistics • Multivariate Statistics • nonparametric statistical methods • Robustness • Signal, Image and Speech Processing • Statistical Theory and Methods • Statistics for Engineering, Physics, Computer Scie
ISBN-10	3-319-22403-4 / 3319224034
ISBN-13	978-3-319-22403-9 / 9783319224039
Zustand	Neuware