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Dependence Modeling with Copulas
Buch von Harry Joe
Sprache: Englisch

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Beschreibung

This book covers recent advances in the field, including vine copula modeling of high-dimensional data. The author develops vine copula models and generalizations, discusses other multivariate constructions and parametric copula families, and presents dependence and tail properties to assist readers in copula model selection. He also covers inference, diagnostics, model comparison, numerical methods, and algorithms for copula applications. Software and code area available on the author's website.

This book covers recent advances in the field, including vine copula modeling of high-dimensional data. The author develops vine copula models and generalizations, discusses other multivariate constructions and parametric copula families, and presents dependence and tail properties to assist readers in copula model selection. He also covers inference, diagnostics, model comparison, numerical methods, and algorithms for copula applications. Software and code area available on the author's website.

Über den Autor

Harry Joe

Inhaltsverzeichnis

Introduction. Basics: Dependence, Tail Behavior, and Asymmetries. Copula Construction Methods. Parametric Copula Families and Properties. Inference, Diagnostics, and Model Selection. Computing and Algorithms. Applications and Data Examples. Theorems for Properties of Copulas. Appendix. Index.

Details
Fachbereich: Allgemeines
Genre: Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
Inhalt: Einband - fest (Hardcover)
ISBN-13: 9781466583221
ISBN-10: 1466583223
Sprache: Englisch
Einband: Gebunden
Autor: Joe, Harry
Hersteller: Taylor & Francis Inc
Maße: 261 x 182 x 27 mm
Von/Mit: Harry Joe
Erscheinungsdatum: 26.06.2014
Gewicht: 0,994 kg
Artikel-ID: 127473058
Über den Autor

Harry Joe

Inhaltsverzeichnis

Introduction. Basics: Dependence, Tail Behavior, and Asymmetries. Copula Construction Methods. Parametric Copula Families and Properties. Inference, Diagnostics, and Model Selection. Computing and Algorithms. Applications and Data Examples. Theorems for Properties of Copulas. Appendix. Index.

Details
Fachbereich: Allgemeines
Genre: Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
Inhalt: Einband - fest (Hardcover)
ISBN-13: 9781466583221
ISBN-10: 1466583223
Sprache: Englisch
Einband: Gebunden
Autor: Joe, Harry
Hersteller: Taylor & Francis Inc
Maße: 261 x 182 x 27 mm
Von/Mit: Harry Joe
Erscheinungsdatum: 26.06.2014
Gewicht: 0,994 kg
Artikel-ID: 127473058
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