Drift estimator 2026-10-06
From a continuously observed Itô diffusion, a local drift estimator divides by the corresponding diffusion occupation time. Its error separates into a local Hölder continuity bias and an Itô integral divided by occupation time. The Itô isometry gives a pointwise noise scale when the invariant density is locally positive.