Confidence regions for the multidimensional density in the uniform norm based on the recursive Wolverton-Wagner estimation

Maria Rosaria Formica, Eugeny Ostrovsky, Leonid Sirota

We construct an optimal exponential tail decreasing confidence region for an unknown density of distribution in the Lebesgue-Riesz as well as in the uniform} norm, built on the sam…