Before revision: In this paper, we study a threshold-kernel estimation method for jump-diffusion processes, which iteratively applies thresholding and kernel methods in an approximately optimal way to achieve improved finite-sample performance.
After revision: In this paper, we propose a new threshold-kernel estimation method for jump-diffusion processes, which iteratively applies thresholding and kernel methods in an approximately optimal way to achieve improved finite-sample performance.