Theory of nonparametric tests / Thorsten Dickhaus

Mitwirkende(r):

Dickhaus, Thorsten-Ingo [VerfasserIn]

3319763148
9783319763149
9783319763156

Schlagwörter:

Nichtparametrischer Test

Andere physische Formen: 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 835Zusammenfassung: 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 ExtensionsZusammenfassung: 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

Exemplare ( 1 )

Exemplare
Medientyp	Heimatbibliothek	Standort	Signatur	Status	Barcode
Freihandbestand ausleihbar	Fachbibliothek Mathematik	Bibliothek / frei aufgestellt	Stoch. / Dic	Verfügbar	36527595090

Anzahl Vormerkungen: 0