Description: 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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EAN: 9783030094621
UPC: 9783030094621
ISBN: 9783030094621
MPN: N/A
Book Title: Theory of Nonparametric Tests by Dickhaus, Thorste
Item Length: 23.4 cm
Number of Pages: 124 Pages
Publication Name: Theory of Nonparametric Tests
Language: English
Publisher: Springer Nature Switzerland Ag
Item Height: 235 mm
Subject: Government, Mathematics, Healthcare System
Publication Year: 2019
Type: Textbook
Item Weight: 226 g
Subject Area: Social Research
Author: Thorsten Dickhaus
Item Width: 155 mm
Format: Paperback