Theory of nonparametric tests /

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Bibliographic Details
Author / Creator:Dickhaus, Thorsten, author.
Imprint:Cham, Switzerland : Springer, [2018]
Description:1 online resource (x, 124 pages) : 3 illustrations, 1 illustration in color
Language:English
Subject:Nonparametric statistics.
Probability & statistics.
Social research & statistics.
Business & Economics -- Statistics.
Mathematics -- Probability & Statistics -- General.
Social Science -- Statistics.
Medical -- Biostatistics.
Statistics.
Electronic books.
Electronic books.
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11614610
Hidden Bibliographic Details
ISBN:9783319763156
3319763156
9783319763149
3319763148
Digital file characteristics:text file PDF
Notes:Includes bibliographical references and index.
Summary: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.
Other form:Printed edition: 9783319763149
Standard no.:10.1007/978-3-319-76315-6