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Theory of Nonparametric Tests

Authors: Dickhaus, Thorsten

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  • Provides a cohesive and self-contained introduction to nonparametric statistical testing
  • Includes exercises and solution tips
  • Offers a unified perspective on a variety of nonparametric test problems
  • Discusses concrete examples and computer implementations in addition to the mathematical theory
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  • ISBN 978-3-319-76315-6
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Hardcover $69.99
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  • ISBN 978-3-319-76314-9
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  • Usually dispatched within 3 to 5 business days.
Softcover $49.99
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  • ISBN 978-3-030-09462-1
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About this Textbook

This textbook provides a self-contained presentation of the main concepts and methods of nonparametric statistical testing, with a particular focus on the theoretical foundations of goodness-of-fit tests, rank tests, resampling tests, and projection tests. The substitution principle is employed as a unified approach to the nonparametric test problems discussed. In addition to mathematical theory, it also includes numerous examples and computer implementations. The book is intended for advanced undergraduate, graduate, and postdoc students as well as young researchers. Readers should be familiar with the basic concepts of mathematical statistics typically covered in introductory statistics courses.

About the authors

Thorsten Dickhaus obtained his Ph.D. in mathematics from the Heinrich Heine University, Düsseldorf, Germany in 2008. He held postdoc positions at the German Diabetes Center Düsseldorf and Berlin Institute of Technology. In 2010 he became a Junior Professor of Mathematical Statistics at the Humboldt University of Berlin, Germany. Since 2015 he has been a Full Professor of Mathematical Statistics at the University of Bremen, Germany.

Table of contents (8 chapters)

Table of contents (8 chapters)

Buy this book

eBook $39.99
price for USA (gross)
  • ISBN 978-3-319-76315-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $69.99
price for USA
  • ISBN 978-3-319-76314-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $49.99
price for USA
  • ISBN 978-3-030-09462-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Theory of Nonparametric Tests
Authors
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-76315-6
DOI
10.1007/978-3-319-76315-6
Hardcover ISBN
978-3-319-76314-9
Softcover ISBN
978-3-030-09462-1
Edition Number
1
Number of Pages
X, 124
Number of Illustrations
2 b/w illustrations, 1 illustrations in colour
Topics