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Theory of nonparametric tests

Dickhaus, Thorsten.

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Theory of nonparametric tests

Record Type:	Electronic resources : Monograph/item
Title/Author:	Theory of nonparametric tests/ by Thorsten Dickhaus.
Author:	Dickhaus, Thorsten.
Published:	Cham :Springer International Publishing : : 2018.,
Description:	x, 124 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Introduction and Examples -- Empirical Measure, Empirical Processes -- Goodness-of-fit Tests -- Rank Tests -- Asymptotics of Linear Resampling Statistics -- Bootstrap Methods for Linear Models -- Projection Tests -- Some Extensions.
Contained By:	Springer eBooks
Subject:	Nonparametric statistics. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-76315-6
ISBN:	9783319763156

Theory of nonparametric tests
Dickhaus, Thorsten.

Theory of nonparametric tests[electronic resource] /by Thorsten Dickhaus. - Cham :Springer International Publishing :2018. - x, 124 p. :ill. (some col.), digital ;24 cm.

Introduction and Examples -- Empirical Measure, Empirical Processes -- Goodness-of-fit Tests -- Rank Tests -- Asymptotics of Linear Resampling Statistics -- Bootstrap Methods for Linear Models -- Projection Tests -- Some Extensions.

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.

ISBN: 9783319763156

Standard No.: 10.1007/978-3-319-76315-6doiSubjects--Topical Terms:

533309
Nonparametric statistics.

LC Class. No.: QA278.8 / .D53 2018

Dewey Class. No.: 519.5

Theory of nonparametric tests
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100 1 $a Dickhaus, Thorsten. $3 2058027
245 1 0 $a Theory of nonparametric tests $h [electronic resource] / $c by Thorsten Dickhaus.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a x, 124 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a Introduction and Examples -- Empirical Measure, Empirical Processes -- Goodness-of-fit Tests -- Rank Tests -- Asymptotics of Linear Resampling Statistics -- Bootstrap Methods for Linear Models -- Projection Tests -- Some Extensions.
520 $a 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.
650 0 $a Nonparametric statistics. $3 533309
650 1 4 $a Statistics. $3 517247
650 2 4 $a Statistical Theory and Methods. $3 891074
650 2 4 $a Statistics for Business/Economics/Mathematical Finance/Insurance. $3 891081
650 2 4 $a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 1005896
650 2 4 $a Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. $3 894294
650 2 4 $a Statistics for Life Sciences, Medicine, Health Sciences. $3 891086
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856 4 0 $u http://dx.doi.org/10.1007/978-3-319-76315-6
950 $a Mathematics and Statistics (Springer-11649)