Theory of Nonparametric Tests

Dickhaus, Thorsten

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.

Details

Published by: Springer

Publication Date: 2019-01-12

Format: Paperback

ISBN-13: 9783030094621

DOI: 10.1007/978-3-319-76315-6

Dimensions: 235cm x155cm

Pages: 124