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  • 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
  • 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.
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