Economics, Finance and Quantitative Analysis
This paper introduces a quasi-maximum likelihood estimator for discretely observed diffusions when a closed-form transition density is unavailable. Higher-order Wagner-Platen strong approximation is used to derive the first two conditional moments and a normal density function is used in estimation. Simulation study shows that the proposed estimator has high numerical precision and good numerical robustness. This method is applicable to a large class of diffusions.
The Econometrics Journal
Huang, Xiao. "Quasi-maximum likelihood estimation of discretely observed diffusions." Econometrics Journal 14.2 (2011): 241-256.