Browsing by Subject "density estimation"
Now showing items 1-3 of 3
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Global Rates of Convergence in Log-Concave Density Estimation
(Institute of Mathematical StatisticsAnnals of Statistics, 2016)The estimation of a log-concave density on $\Bbb R$$^d$ represents a central problem in the area of nonparametric inference under shape constraints. In this paper, we study the performance of log-concave density estimators ...
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Risk Bounds for Mixture Density Estimation
(2004-01-27)In this paper we focus on the problem of estimating a boundeddensity using a finite combination of densities from a givenclass. We consider the Maximum Likelihood Procedure (MLE) and the greedy procedure described by Li ...
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Risk Bounds for Mixture Density Estimation
(2004-01-27)In this paper we focus on the problem of estimating a bounded density using a finite combination of densities from a given class. We consider the Maximum Likelihood Procedure (MLE) and the greedy procedure described by ...