Estimating Option Pricing Models Using a Characteristic Function-Based Linear State Space Representation

H. Peter Boswijk, Roger J. A. Laeven, Evgenii Vladimirov

We develop a novel filtering and estimation procedure for parametric option pricing models driven by general affine jump-diffusions. Our procedure is based on the comparison betwee…