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A data dependent approach to density estimation
Authors:Prabir Burman
Affiliation:(1) Department of Statistics, Rutgers University, 08903 New Brunswick, New Jersey, USA
Abstract:
Summary A data dependent approach to density estimation is proposed here. The proposed method requires boundedness and some weak integrability condition on the unknown density, but not any assumption of smoothness. Applications to histogram, kernel, spline and orthogonal series methods are discussed.
Keywords:
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