Rates of convergence and asymptotic normality of kernel estimators for ergodic diffusion processes
Harry van Zanten · Journal of nonparametric statistics · 2001
For ergodic diffusion processes, we study kernel-type estimators for the invariant density, its derivatives and the drift function. We determine rates of convergence and find the joint asymptotic distribution of the estimators at different points.