Permutation Tests for Stochastic Ordering and ANOVA

Theory and Applications with R

  • Aldo Solari
  • Luigi Salmaso
  • Fortunato Pesarin
  • Dario Basso

Part of the Lecture Notes in Statistics book series (LNS, volume 194)

Table of contents

  1. Front Matter
    Pages 1-11
  2. Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari
    Pages 1-35
  3. Stochastic Ordering

    1. Front Matter
      Pages 37-37
    2. Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari
      Pages 39-64
    3. Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari
      Pages 65-84
    4. Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari
      Pages 85-101
  4. Nonparametric ANOVA

    1. Front Matter
      Pages 103-103
    2. Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari
      Pages 105-132
    3. Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari
      Pages 133-172
    4. Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari
      Pages 173-205
  5. Back Matter
    Pages 1-10

About this book

Introduction

Permutation testing for multivariate stochastic ordering and ANOVA designs is a fundamental issue in many scientific fields such as medicine, biology, pharmaceutical studies, engineering, economics, psychology, and social sciences. This book presents new advanced methods and related R codes to perform complex multivariate analyses. The prerequisites are a standard course in statistics and some background in multivariate analysis and R software.

Dario Basso is a Post Doctoral Fellow at the Department of Management and Engineering of University of Padova His main research interests include permutation tests and design of experiments.

Fortunato Pesarin is Full Professor of Statistics at the Department of Statistics of the University of Padova. His main research interests include nonparametric methods, bootstrap methods, and permutation tests. He has published a leading book on multivariate permutation tests based on nonparametric combination methodology.

Luigi Salmaso is Associate Professor of Statistics at the Department of Management and Engineering of the University of Padova. His main research interests include permutation methods, multiple tests, and design of experiments. He has published more than 70 papers on permutation methods and design of experiments in international peer-reviewed journals.

Aldo Solari is a Post Doctoral Fellow at the Department of Chemical Process Engineering of the University of Padova. His main research interest is resampling-based multiple testing methods.

Keywords

ANOVA Factorial Designs Ordinal Data Permutation Tests Stochastic Ordering statistics

Authors and affiliations

  • Aldo Solari
  • Luigi Salmaso
  • Fortunato Pesarin
  • Dario Basso

There are no affiliations available

Bibliographic information

  • DOI https://doi.org/10.1007/978-0-387-85956-9
  • Copyright Information Springer-Verlag New York 2009
  • Publisher Name Springer, New York, NY
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-0-387-85955-2
  • Online ISBN 978-0-387-85956-9
  • Series Print ISSN 0930-0325
  • About this book