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Copula Modeling Pravin K. Trivedi

Copula Modeling By Pravin K. Trivedi

Copula Modeling by Pravin K. Trivedi


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Summary

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.

Copula Modeling Summary

Copula Modeling: An Introduction for Practitioners by Pravin K. Trivedi

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.

Table of Contents

Introduction; Copulas and Dependence; Generating Copulas; Copula Estimation; Conclusions: Appendix; References

Additional information

NLS9781601980205
9781601980205
1601980205
Copula Modeling: An Introduction for Practitioners by Pravin K. Trivedi
New
Paperback
now publishers Inc
2007-04-23
128
N/A
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