Theory of Nonparametric Tests by Thorsten Dickhaus (English) Hardcover Book

Description: Theory of Nonparametric Tests by Thorsten Dickhaus 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. FORMAT Hardcover LANGUAGE English CONDITION Brand New Publisher 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. Back Cover 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. Author Biography Thorsten Dickhaus obtained his Ph.D. in mathematics from the Heinrich Heine University, DÜsseldorf, Germany in 2008. He held postdoc positions at the German Diabetes Center DÜsseldorf and Berlin Institute of Technology. In 2010 he became a Junior Professor of Mathematical Statistics at the Humboldt University of Berlin, Germany. Since 2015 he has been a Full Professor of Mathematical Statistics at the University of Bremen, Germany. Table of Contents 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. Feature Provides a cohesive and self-contained introduction to nonparametric statistical testing Includes exercises and solution tips Offers a unified perspective on a variety of nonparametric test problems Discusses concrete examples and computer implementations in addition to the mathematical theory Details ISBN3319763148 Author Thorsten Dickhaus Publisher Springer International Publishing AG Year 2018 ISBN-10 3319763148 ISBN-13 9783319763149 Format Hardcover Imprint Springer International Publishing AG Place of Publication Cham Country of Publication Switzerland Edition 1st DEWEY 330.015195 Pages 124 Publication Date 2018-04-10 Language English UK Release Date 2018-04-10 Illustrations 1 Illustrations, color; 2 Illustrations, black and white; X, 124 p. 3 illus., 1 illus. in color. Edited by Luv Kohli Birth 1974 Affiliation Massachusetts Institute of Technology Position journalist Qualifications S. J. Edition Description 1st ed. 2018 Alternative 9783030094621 Audience Undergraduate We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:131030074;

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