Adaptive estimation and noise detection for an ergodic diffusion with observation noises

Shogo H. Nakakita, Masayuki Uchida

We research adaptive maximum likelihood-type estimation for an ergodic diffusion process where the observation is contaminated by noise. This methodology leads to the asymptotic in…