Theory of Nonparametric Tests

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Science (General)
Theory of Nonparametric Tests

Theory of Nonparametric Tests

Name: Theory of Nonparametric Tests
ISBN: 9783319763156

Thorsten Dickhaus

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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.

الفئات:

Science (General)

عام:

2018

الإصدار:

1st ed.

الناشر:

Springer International Publishing

اللغة:

english

ISBN 10:

3319763156