Browsing Department of Pure Mathematics and Mathematical Statistics (DPMMS) by Subject "global loss function"

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  • 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 ...