Multiresolution analysis and adaptive estimation on a sphere using stereographic wavelets

Bogdan Ćmiel, Karol Dziedziul, Natalia Jarzębkowska

We construct an adaptive estimator of a density function on $d$ dimensional unit sphere $S^d$ ($d\ge 2$), using a new type of spherical frames. The frames, or as we call them, s…