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Theory of nonparametric tests / Thorsten Dickhaus

Contributor(s): Resource type: Ressourcentyp: BuchBookLanguage: English Series: StatisticsPublisher: Cham, Switzerland : Springer, [2018]Copyright date: © 2018Description: xii, 128 Seiten : DiagrammeISBN:
  • 3319763148
  • 9783319763149
  • 9783319763156
Subject(s): Additional physical formats: 9783319763156. | Erscheint auch als: Theory of Nonparametric Tests. Online-Ausgabe Cham : Springer, 2018. Online-Ressource (X, 124 p. 3 illus., 1 illus. in color, online resource)MSC: MSC: *62-01 | 62G10 | 62G09 | 62G30 | 60F05 | 60G15 | 62F40RVK: RVK: SK 835Summary: 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 ExtensionsSummary: 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 coursesPPN: PPN: 1024824004
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Item type Home library Shelving location Call number Status Barcode
Freihandbestand ausleihbar Fachbibliothek Mathematik Bibliothek / frei aufgestellt Stoch. / Dic Available 36527595090
Total holds: 0
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