Add to ORKGThis paper is concerned with density estimation of directional data on the sphere. We introduce a procedure based on thresholding on a new type of spherical wavelets called needlets. We establish a minimax result and prove its optimality. We are motivated by astrophysical applications, in particular in connection with the analysis of ultra high-energy cosmic rays
The aim of this paper is to study nonparametric regression estimators on the sphere based on needlet...
In this work, we study the Lp-risk with p ≥ 1 of nonparametric density estimators by using wavelet m...
We introduce NeedATool (Needlet Analysis Tool), a software for data analysis based on needlets, a wa...
This paper is concerned with density estimation of directional data on the sphere. We introduce a pr...
This paper is concerned with density estimation of directional data on the sphere. We introduce a pr...
30 pages, 9 figuresThis paper is concerned with density estimation of directional data on the sphere...
In a recent paper, we analyzed the properties of a new kind of spherical wavelets (called needlets) ...
In a recent paper, we analyzed the properties of a new kind of spherical wavelets (called needlets) ...
We discuss spherical needlets and their properties. Needlets are a form of spherical wavelets which ...
This paper describes an approach for Bayesian modeling in spherical datasets. Our method is based up...
Scale-discretised wavelets yield a directional wavelet framework on the sphere where a signal can be...
Abstract. One key issue in several astrophysical prob-lems is the evaluation of the density probabil...
This work is concerned with the study of the adaptivity properties of nonparametric regression estim...
7 pages, 7 figuresWe discuss Spherical Needlets and their properties. Needlets are a form of spheric...
The aim of this paper is to study nonparametric regression estimators on the sphere based on needlet...
In this work, we study the Lp-risk with p ≥ 1 of nonparametric density estimators by using wavelet m...
We introduce NeedATool (Needlet Analysis Tool), a software for data analysis based on needlets, a wa...
This paper is concerned with density estimation of directional data on the sphere. We introduce a pr...
This paper is concerned with density estimation of directional data on the sphere. We introduce a pr...
30 pages, 9 figuresThis paper is concerned with density estimation of directional data on the sphere...
In a recent paper, we analyzed the properties of a new kind of spherical wavelets (called needlets) ...
In a recent paper, we analyzed the properties of a new kind of spherical wavelets (called needlets) ...
We discuss spherical needlets and their properties. Needlets are a form of spherical wavelets which ...
This paper describes an approach for Bayesian modeling in spherical datasets. Our method is based up...
Scale-discretised wavelets yield a directional wavelet framework on the sphere where a signal can be...
Abstract. One key issue in several astrophysical prob-lems is the evaluation of the density probabil...
This work is concerned with the study of the adaptivity properties of nonparametric regression estim...
7 pages, 7 figuresWe discuss Spherical Needlets and their properties. Needlets are a form of spheric...
The aim of this paper is to study nonparametric regression estimators on the sphere based on needlet...
In this work, we study the Lp-risk with p ≥ 1 of nonparametric density estimators by using wavelet m...
We introduce NeedATool (Needlet Analysis Tool), a software for data analysis based on needlets, a wa...