Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第31回ISCIE「確率システム理論と応用」国際シンポジウム(1999年11月, 横浜)
Stochastic Volatility Estimation with Application to Option Pricing
ShinIchi AIHARAArunabuha BAGCHI
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2000 年 2000 巻 p. 321-326

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We consider the estimation problem of the stochastic volatility in the Hull-White framework. We consider the stock price as the observation and pose the estimation problem for the stochastic volatility. We first show that it is not possible to formulate this as a usual filtering problem and propose an alternative formulation. We then derive the robust filtering equation suitable for real observation data and apply this new filter to the option pricing problem.
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© 2000 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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