logcondiscr (1.0.3)
Estimate a Log-Concave Probability Mass function from Discrete i.i.d. Observations.
http://www.kasparrufibach.ch
http://www.ceremade.dauphine.fr/~fadoua
http://www.math.yorku.ca/~hkj
http://cran.r-project.org/web/packages/logcondiscr
Given independent and identically distributed observations X(1), ..., X(n), this package 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.
Maintainer:
Kaspar Rufibach
Author(s): Kaspar Rufibach <kaspar.rufibach@gmail.com> and Fadoua Balabdaoui <fadoua@ceremade.dauphine.fr> and Hanna Jankowski <hkj@mathstat.yorku.ca> and Kathrin Weyermann <kathrin.weyermann@bkw-fmb.ch>
License: GPL (>= 2)
Released 8 months ago.
3 previous versions
- logcondiscr_1.0.2. Released over 1 year ago.
- logcondiscr_1.0.1. Released over 1 year ago.
- logcondiscr_1.0.0. Released almost 2 years ago.
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