In this paper, I consider a doubly stochastic Poisson process with intensity
where
is a continuous Itô semi‐martingale. Both processes are observed continuously over a fixed period
. I propose a local polynomial estimator for the function
on a given interval. Next, I propose a method to select the bandwidth in a...