In this work we present a nonparametric penalized likelihood approach to density estimation. We consider planar domains with complex geometry, characterized by nonlinear boundaries and interior holes. The model formulation is based on a regularization with differential operators and it is made computationally tractable by means of finite element method.
Bounded Domain Density Estimation
Ferraccioli F.;
2019-01-01
Abstract
In this work we present a nonparametric penalized likelihood approach to density estimation. We consider planar domains with complex geometry, characterized by nonlinear boundaries and interior holes. The model formulation is based on a regularization with differential operators and it is made computationally tractable by means of finite element method.
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