episplineDensity: Density Estimation with Soft Information by Exponential Epi-splines

Produce one-dimensional density estimates using exponential epi-splines. The user may incorporate soft information, by imposing constraints that (i) require unimodality; (ii) require that the density be monotone non-increase or non-decreasing; (iii) put upper bounds on first or second moments; (iv) bound the density's values at mesh points; (v) require that the estimate be continuous or continuously differentiable; and more.

Version: 0.0-1
Depends: nloptr, pracma
Published: 2014-11-10
Author: Sam Buttrey, Johannes Royset, and Roger Wets, based on the Matlab code of Royset and Wets
Maintainer: Sam Buttrey <buttrey at nps.edu>
License: GPL-2
NeedsCompilation: no
CRAN checks: episplineDensity results


Reference manual: episplineDensity.pdf
Package source: episplineDensity_0.0-1.tar.gz
Windows binaries: r-devel: episplineDensity_0.0-1.zip, r-release: episplineDensity_0.0-1.zip, r-oldrel: episplineDensity_0.0-1.zip
OS X El Capitan binaries: r-release: episplineDensity_0.0-1.tgz
OS X Mavericks binaries: r-oldrel: episplineDensity_0.0-1.tgz


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