CRAN/E | LogConcDEAD

LogConcDEAD

Log-Concave Density Estimation in Arbitrary Dimensions

Installation

About

Software for computing a log-concave (maximum likelihood) estimator for independent and identically distributed data in any number of dimensions. For a detailed description of the method see Cule, Samworth and Stewart (2010, Journal of Royal Statistical Society Series B, doi:10.1111/j.1467-9868.2010.00753.x).

Citation LogConcDEAD citation info

Key Metrics

Version 1.6-9
R ≥ 3.0
Published 2024-01-09 115 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks LogConcDEAD results

Downloads

Yesterday 9 -89%
Last 7 days 146 -5%
Last 30 days 597 -5%
Last 90 days 1.714 -6%
Last 365 days 6.493 -9%

Maintainer

Maintainer

Yining Chen

y.chen101@lse.ac.uk

Authors

Madeleine Cule

aut

Robert Gramacy

aut

Richard Samworth

aut

Yining Chen

aut / cre

Lutz Duembgen

ctb

(helped improve the numerical stability)

Vikneswaran Gopal

ctb

(proposed the Metropolis-Hastings scheme for draw samples from a log-concave distribution)

George Casella

ctb

(proposed the Metropolis-Hastings scheme for draw samples from a log-concave distribution)

C. Bradford Barber

cph

(author of the Qhull library)

The Geometry Center

cph

Kai Habel

cph

(author of the function that imports convex hull computation from Qhull to R)

Raoul Grasman

cph

(author of the function that imports convex hull computation from Qhull to R)

Alexei Kuntsevich

cph

(author of the C function for Shor's r algorithm)

Franz Kappel

cph

(author of the C function for Shor's r algorithm)

Material

NEWS
Reference manual
Package source

Vignettes

a guide to the LogConcDEAD package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

LogConcDEAD archive

Depends

R ≥ 3.0

Imports

MASS
mclust
mvtnorm

Suggests

rgl
tkrplot

Enhances

logcondens