Robust estimation via ${\hat{I}}^3$-divergence for diffusion processes

Tomoyuki Nakagawa, Yusuke Shimizu

This paper deals with the problem of outliers in high frequency observation data from diffusion processes. Robust estimation methods are needed because the inclusion of outliers ca…