Spatially Adaptive Density Estimation by Localised Haar Projections

Florian Gach, Richard Nickl, Vladimir Spokoiny

Given a random sample from some unknown density $f_0:\mathbb{R}\to [0,\infty )$ we devise Haar wavelet estimators for $f_0$ with variable resolution levels constructed from locali…