Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
Authors: Madeleine Cule, Robert B. Gramacy, Richard Samworth
Title: LogConcDEAD: An R Package for Maximum Likelihood Estimation of a Multivariate Log-Concave Density
Abstract: 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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Paper: LogConcDEAD: An R Package for Maximum Likelihood Estimation of a Multivariate Log-Concave Density     Download PDF (Downloads: 5883)
Supplements:
LogConcDEAD_1.3-2.tar.gz: R source package Download (Downloads: 1261; 851KB)
v29i02.R.zip: v29i02.R: R example code from the paper Download (Downloads: 1104; 1KB)
DOI: 10.18637/jss.v029.i02

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Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.