Copula Theory and Its Applications
Proceedings of the Workshop Held in Warsaw, 25-26 September 2009
(Sprache: Englisch)
Copulas are mathematical objects that fully capture the dependence structure among random variables. This book offers an up-to-date account of essential aspects of copula models. It also features papers selected from presentations at a workshop in Warsaw.
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Copulas are mathematical objects that fully capture the dependence structure among random variables. This book offers an up-to-date account of essential aspects of copula models. It also features papers selected from presentations at a workshop in Warsaw.
Klappentext zu „Copula Theory and Its Applications “
Copulas are mathematical objects that fully capture the dependence structure among random variables and hence offer great flexibility in building multivariate stochastic models. Since their introduction in the early 50's, copulas have gained considerable popularity in several fields of applied mathematics, such as finance, insurance and reliability theory. Today, they represent a well-recognized tool for market and credit models, aggregation of risks, portfolio selection, etc.This book is divided into two main parts: Part I Surveys contains 11 manuscripts that provide an up-to-date account of essential aspects of copula models. Part II Contributions collects the extended versions of 6 talks selected from papers presented at the workshop in Warsaw.
Copulas are mathematical objects that fully capture the dependence structure among random variables and hence offer great flexibility in building multivariate stochastic models. Since their introduction in the early 50's, copulas have gained considerable popularity in several fields of applied mathematics, such as finance, insurance and reliability theory. Today, they represent a well-recognized tool for market and credit models, aggregation of risks, portfolio selection, etc.
This book is divided into two main parts: Part I Surveys contains 11 manuscripts that provide an up-to-date account of essential aspects of copula models. Part II Contributions collects the extended versions of 6 talks selected from papers presented at the workshop in Warsaw.
This book is divided into two main parts: Part I Surveys contains 11 manuscripts that provide an up-to-date account of essential aspects of copula models. Part II Contributions collects the extended versions of 6 talks selected from papers presented at the workshop in Warsaw.
Inhaltsverzeichnis zu „Copula Theory and Its Applications “
Surveys.- Copula Theory: An Introduction.- Dynamic Modeling of Dependence in Finance via Copulae Between Stochastic Processes.- Copula Estimation.- Pair-Copula Constructions of Multivariate Copulas.- Risk Aggregation.- Extreme-Value Copulas.- Construction and Sampling of Nested Archimedean Copulas.- Tail Behaviour of Copulas.- Copulae in Reliability Theory (Order Statistics, Coherent Systems).- Copula-Based Measures of Multivariate Association.- Semi-copulas and Interpretations of Coincidences Between Stochastic Dependence and Ageing.- Contributed Papers.- A Copula-Based Model for Spatial and Temporal Dependence of Equity Markets.- Nonparametric and Semiparametric Bivariate Modeling of Petrophysical Porosity-Permeability Dependence from Well Log Data.- Testing Under the Extended Koziol-Green Model.- Parameter Estimation and Application of the Multivariate Skew t-Copula.- On Analytical Similarities of Archimedean and Exchangeable Marshall-Olkin Copulas.- Relationships Between Archimedean Copulas and Morgenstern Utility Functions.
Autoren-Porträt
Wolfgang Härdle is a professor of statistics at the Humboldt-Universität zu Berlin and director of C.A.S.E. the Centre for Applied Statistics and Economics. He teaches quantitative finance and semiparametric statistical methods. His research focuses on dynamic factor models, multivariate statistics in finance and computational statistics. He is an elected ISI member and advisor to the Guanghua School of Management, Peking University and to National Central University, Taiwan.
Bibliographische Angaben
- 2010, 2010, XVIII, 327 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Piotr Jaworski, Fabrizio Durante, Wolfgang Karl Härdle, Tomasz Rychlik
- Verlag: Springer, Berlin
- ISBN-10: 364212464X
- ISBN-13: 9783642124648
- Erscheinungsdatum: 24.07.2010
Sprache:
Englisch
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