Nondegeneracy of Random Field and Estimation of Diffusion

Masayuki Uchida, Nakahiro Yoshida

We construct a quasi likelihood analysis for diffusions under the high-frequency sampling over a finite time interval. For this, we prove a polynomial type large deviation inequali…