Package: logcondiscr
Type: Package
Title: Estimate a Log-Concave Probability Mass Function from Discrete
i.i.d. Observations
Version: 1.0.6
Date: 2015-07-03
Author: 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>
Maintainer: Kaspar Rufibach <kaspar.rufibach@gmail.com>
Depends: Matrix, mvtnorm, cobs
Imports: stats
Description: 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.
License: GPL (>= 2)
URL: http://www.kasparrufibach.ch
http://www.ceremade.dauphine.fr/~fadoua ,
http://www.math.yorku.ca/~hkj
Packaged: 2015-07-03 09:36:27 UTC; rufibach
NeedsCompilation: no
Repository: CRAN
Date/Publication: 2015-07-03 12:51:05