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Bayesian Stochastic Differential Equation Modeling

Bayesian Stochastic Differential Equation Modeling

von Muhannad Al-Saadony
Softcover - 9783659785344
71,90 €
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Beschreibung

We consider some popular stochastic differential equation models used in finance, such as the Vasicek Interest Rate model, the Heston model and a new fractional Heston model. We discuss how to perform inference about unknown quantities associated with these models in the Bayesian framework. We apply our methodology to simulated and real financial data with success. We then discuss how to make forecasts using both the Heston and the fractional Heston model. We make comparisons between the models and show that using our new fractional Heston model can lead to improve forecasts for real financial data.

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 02. Oktober 2015
Maße 22 cm x 15 cm x 1.1 cm
Gewicht 268 Gramm
Format Softcover
ISBN-13 9783659785344
Seiten 168

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