Estimation of local volatilities in a generalized Black-Scholes model

This paper studies a parameter estimation problem for a generalized Black-Scholes equation, which is used for option pricing. In estimating the volatility function from a set of market observations, we use an implicit finite difference scheme. The function space parameter estimation convergence (FSPEC) is proved and numerical simulations were performed.