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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.
Publication status:
Published

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Institution:
University of Oxford
Division:
MPLS
Department:
Statistics
Role:
Author
Journal:
JOURNAL OF STATISTICAL SOFTWARE More from this journal
Volume:
29
Issue:
2
Pages:
1-20
Publication date:
2009-01-01
EISSN:
1548-7660
ISSN:
1548-7660
Language:
English
Keywords:
Pubs id:
pubs:97834
UUID:
uuid:0c071444-0460-4632-8e3b-4f40e4606cbf
Local pid:
pubs:97834
Source identifiers:
97834
Deposit date:
2012-12-19

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