In this review paper we summarise several nonparametric methods recentlyapplied to the pricing of financial options. After a short introduction to martingale-basedoption pricing theory, we focus on two possible fields of application for nonparametricmethods: the estimation of risk-neutral probabilities and the estimation of the dynamicsof the underlying instruments in order to construct an internally consistent model.
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