Kernel density estimation via diffusion

Z. I. Botev, J. F. Grotowski, D. P. Kroese

We present a new adaptive kernel density estimator based on linear diffusion processes. The proposed estimator builds on existing ideas for adaptive smoothing by incorporating info…