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Titlebook: Copula Theory and Its Applications; Proceedings of the W Piotr Jaworski,Fabrizio Durante,Tomasz Rychlik Conference proceedings 2010 Springe

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书目名称Copula Theory and Its Applications
副标题Proceedings of the W
编辑Piotr Jaworski,Fabrizio Durante,Tomasz Rychlik
视频videohttp://file.papertrans.cn/239/238181/238181.mp4
概述A new reference book for copula-based stochastic models.A series of survey papers provides to the reader a general.overview to copula theory and its most important applications.An up-to-date account a
丛书名称Lecture Notes in Statistics
图书封面Titlebook: Copula Theory and Its Applications; Proceedings of the W Piotr Jaworski,Fabrizio Durante,Tomasz Rychlik Conference proceedings 2010 Springe
描述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 chapters 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.
出版日期Conference proceedings 2010
关键词Measure; Random variable; Stochastic Processes; Stochastic model; Stochastic models; modeling; stochastic
版次1
doihttps://doi.org/10.1007/978-3-642-12465-5
isbn_softcover978-3-642-12464-8
isbn_ebook978-3-642-12465-5Series ISSN 0930-0325 Series E-ISSN 2197-7186
issn_series 0930-0325
copyrightSpringer-Verlag Berlin Heidelberg 2010
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Individual Lives and Social Histories,haviour of copulas like the ones based on conditional copulas or associated extreme value copulas. At the end we present possible applications of the notion of tail expansions to quantitative finance, especially to risk measurement.
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Risk Aggregationc examples of actuarial and financial interest. In particular, we study Risk Aggregation under different mathematical set-ups, for different aggregating functionals¬ and risk measures 〉 , focusing on Value-at-Risk. We show how the theory of Mass Transportations and tools originally developed to solv
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Tail Behaviour of Copulashaviour of copulas like the ones based on conditional copulas or associated extreme value copulas. At the end we present possible applications of the notion of tail expansions to quantitative finance, especially to risk measurement.
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Nonparametric and Semiparametric Bivariate Modeling of Petrophysical Porosity-Permeability Dependencefore, we explore the use of the Bernstein copula, and we also look for an appropriate partition of the data into subsets for which the dependence strucure was simpler to model, and then a conditional gluing copula technique is applied to build the bivariate joint distribution for the whole data set
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0930-0325 and its most important applications.An up-to-date account aCopulas 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 gaine
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https://doi.org/10.1007/978-1-4039-1914-4 theorem) is inadequate for consistent valuation and hedging in time. In this survey we present recent developments in the area of modeling of dependence between stochastic processes with given marginal laws. Some of these results have already been successfully applied in finance in connection with the portfolio credit risk.
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Citizen Participation and Collaboration, Bayesian setting. This flexible class of multivariate copulas can be applied to model complex dependencies. Literature to applications in modeling financial data as well as Bayesian belief networks are provided. It closes with a section on open problems.
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