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.html , 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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