Spatial aggregation of local likelihood estimates with applications to classification

Denis Belomestny, Vladimir Spokoiny

This paper presents a new method for spatially adaptive local (constant) likelihood estimation which applies to a broad class of nonparametric models, including the Gaussian, Poiss…