logcondiscr: Estimate a Log-Concave Probability Mass Function from Discrete i.i.d. Observations

Given independent and identically distributed observations X(1), ..., X(n), allows to compute the maximum likelihood estimator (MLE) of probability mass function (pmf) under the assumption that it is log-concave, see Weyermann (2007) and Balabdaoui, Jankowski, Rufibach, and Pavlides (2012). The main functions of the package are 'logConDiscrMLE' that allows computation of the log-concave MLE, 'logConDiscrCI' that computes pointwise confidence bands for the MLE, and 'kInflatedLogConDiscr' that computes a mixture of a log-concave PMF and a point mass at k.

Version: 1.0.6
Depends: Matrix, mvtnorm, cobs
Imports: stats
Published: 2015-07-03
DOI: 10.32614/CRAN.package.logcondiscr
Author: Kaspar Rufibach and Fadoua Balabdaoui and Hanna Jankowski and Kathrin Weyermann
Maintainer: Kaspar Rufibach <kaspar.rufibach at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: http://www.kasparrufibach.ch , http://www.ceremade.dauphine.fr/~fadoua , http://www.math.yorku.ca/~hkj
NeedsCompilation: no
Materials: NEWS
CRAN checks: logcondiscr results


Reference manual: logcondiscr.pdf


Package source: logcondiscr_1.0.6.tar.gz
Windows binaries: r-devel: logcondiscr_1.0.6.zip, r-release: logcondiscr_1.0.6.zip, r-oldrel: logcondiscr_1.0.6.zip
macOS binaries: r-release (arm64): logcondiscr_1.0.6.tgz, r-oldrel (arm64): logcondiscr_1.0.6.tgz, r-release (x86_64): logcondiscr_1.0.6.tgz, r-oldrel (x86_64): logcondiscr_1.0.6.tgz
Old sources: logcondiscr archive


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