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Modern Nonparametric, Robust and Multivariate Methods

Festschrift in Honour of Hannu Oja

  • Klaus Nordhausen
  • Sara Taskinen

Table of contents

  1. Front Matter
    Pages i-xx
  2. Remarks About Hannu Oja’s Career and Publications

    1. Front Matter
      Pages 1-1
    2. Daniel Fischer, Klaus Nordhausen, Sara Taskinen
      Pages 7-27
  3. Univariate Nonparametric and Robust Methods

    1. Front Matter
      Pages 29-29
    2. Somnath Datta, Douglas J. Lorenz, Susmita Datta
      Pages 31-46
    3. Jukka Nyblom
      Pages 69-90
    4. Delphine Cassart, Marc Hallin, Davy Paindaveine
      Pages 109-132
    5. Jue Wang, David E. Tyler
      Pages 133-148
  4. Nonparametric and Robust Methods for Multivariate and Functional Data

    1. Front Matter
      Pages 149-149
    2. Peter Filzmoser, Karel Hron
      Pages 167-184
    3. Karl Mosler, Oleksii Pokotylo
      Pages 185-203
    4. John T. Kent, Fikret Er, Patrick D. L. Constable
      Pages 205-224
    5. Jaakko Nevalainen, Denis Larocque
      Pages 225-234
    6. Olusola Samuel Makinde, Biman Chakraborty
      Pages 249-264
    7. Pranab Kumar Sen, Jana Jurečková, Jan Picek
      Pages 307-323
    8. Viktoria Öllerer, Christophe Croux
      Pages 325-350
    9. Anirvan Chakraborty, Probal Chaudhuri
      Pages 351-370
    10. Tracey W. Hammel, Thomas P. Hettmansperger, Denis H. Y. Leung, Jing Qin
      Pages 371-392
  5. Invariant Coordinate Selection and Related Methods

    1. Front Matter
      Pages 393-393
    2. Giuseppe Bove, Frank Critchley, Radka Sabolova, Germain Van Bever
      Pages 425-439
    3. Jari Miettinen
      Pages 455-469
    4. Esa Ollila
      Pages 471-489
    5. Visa Koivunen, Jarmo Lundén
      Pages 491-506

About this book

Introduction

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.

Keywords

62H10, 62H12, 62H15, 62H20, 62G10, 62G35, 92C55 asymptotics dimension reduction multivariate statistics nonparametric statistical methods robustness

Editors and affiliations

  • Klaus Nordhausen
    • 1
  • Sara Taskinen
    • 2
  1. 1.Department of Mathematics and Statistics, School of Health SciencesUniversity of TurkuTurkuFinland
  2. 2.Department of Mathematics and StatisticsUniversity of JyväskyläJyväskyläFinland

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