Browsing by Subject "density estimation"

Now showing items 1-3 of 3

  • Global Rates of Convergence in Log-Concave Density Estimation 

    Kim, Arlene KH; Samworth, Richard John (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 ...

  • Risk Bounds for Mixture Density Estimation 

    Unknown author (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 ...

  • Risk Bounds for Mixture Density Estimation 

    Unknown author (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 ...