Theory of Nonparametric Tests

By: Thorsten Dickhaus

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Synopsis: 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.

Book Quality:: Publisher Quality
ISBN-13:: 9783319763156
Publisher:: Springer International Publishing
Date of Addition:: 07/17/18
Copyrighted By:: Springer
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Business and Finance, Mathematics and Statistics, Medicine, Sociology
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.