Sun, Libo; Lee, Chihoon; Hoeting, Jennifer A. - In: Computational Statistics & Data Analysis 84 (2015) C, pp. 54-67
We consider the problem of estimating parameters of stochastic differential equations (SDEs) with discrete-time observations that are either completely or partially observed. The transition density between two observations is generally unknown. We propose an importance sampling approach with an...