fmlogcondens (1.0.2)

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Fast Multivariate Log-Concave Density Estimation.

A fast solver for the maximum likelihood estimator (MLE) of a multivariate log-concave probability function. Given a sample X, it estimates a non-parametric density function whose logarithm is a concave function. Many well-known parametric densities belong to that class, among them the normal density, the uniform density, the exponential distribution and many more. This package provides functions for the estimation of a log-concave density and a mixture of log-concave densities in multiple dimensions. While being similar to the package LogConcDEAD, fmlogcondens provides much fast run times for large samples (>= 250 points). As a reference see Fabian Rathke, Christoph Schnrr (2015), .

Maintainer: Fabian Rathke
Author(s): Fabian Rathke [aut, cre], Christoph Schnrr [aut], Giovanni Garberoglio [cph]

License: GPL (>= 2)

Uses: geometry, MASS, mclust, mvtnorm, LogConcDEAD, knitr, rmarkdown

Released over 1 year ago.

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