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Copula Modeling

Copula Modeling : An Introduction for Practitioners. コピュラ・モデリング-実務家のための入門

・ISBN 978-1-60198-020-5 paper

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著者・編者Trivedi, Pravin K. / Zimmer, D. M.,
シリーズFoundations and Trends in Econometrics
出版社(Now Publishers, US)
出版年月2007
ページ数115 pp.
言語ENG
ニュース番号<544-221>

解説

Explores the copula approach for econometrics modeling of joint parametric distributions and demonstrates that practical implementation and estimation is relatively straightforward despite the complexity of its theoretical foundations. An attractive feature of parametrically specific copulas is that estimation and inference are based on standard maximum likelihood procedures. Thus, copulas can be estimated using desktop econometric software.

This offers a substantial advantage of copulas over recently proposed simulation-based approaches to joint modeling. Copulas are useful in a variety of modeling situations including financial markets, actuarial science, and microeconometrics modeling.

Copula Modeling provides practitioners and scholars with a useful guide to copula modeling with a focus on estimation and misspecification. The authors cover important theoretical foundations. Throughout, the authors use Monte Carlo experiments and simulations to demonstrate copula properties.