文章基本信息

标题：LogConcDEAD: An R Package for Maximum Likelihood Estimation of a Multivariate Log-Concave Density
本地全文：下载
作者：Madeleine Cule ; Robert B. Gramacy ; Richard Samworth 等
期刊名称：Journal of Statistical Software
印刷版ISSN：1548-7660
电子版ISSN：1548-7660
出版年度：2009
卷号：29
期号：1
页码：1-20
语种：English
出版社：University of California, Los Angeles
摘要：In this article we introduce the R package LogConcDEAD (Log-concave density estimation in arbitrary dimensions). Its main function is to compute the nonparametric maximum likelihood estimator of a log-concave density. Functions for plotting, sampling from the density estimate and evaluating the density estimate are provided. All of the functions available in the package are illustrated using simple, reproducible examples with simulated data.