Theory of Nonparametric Tests

Business & Finance, Economics, Statistics, Nonfiction, Science & Nature, Mathematics
Cover of the book Theory of Nonparametric Tests by Thorsten Dickhaus, Springer International Publishing
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Author: Thorsten Dickhaus ISBN: 9783319763156
Publisher: Springer International Publishing Publication: March 27, 2018
Imprint: Springer Language: English
Author: Thorsten Dickhaus
ISBN: 9783319763156
Publisher: Springer International Publishing
Publication: March 27, 2018
Imprint: Springer
Language: English

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.

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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.

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