support: Support Points

Provides the function sp() for generating the support points proposed in Mak and Joseph (2017) <arXiv:1609.01811>. Support points are representative points of a possibly non-uniform distribution, and can be used as optimal sampling or integration points for a distribution of choice. The provided function sp() can be used to generate support points for standard distributions or for reducing big data (e.g., from Markov-chain Monte Carlo methods). A detailed description of the algorithm is found in Mak and Joseph (2017).

Version: 0.1.0
Imports: Rcpp (≥ 0.12.4), randtoolbox, matrixStats, doParallel, nloptr, MHadaptive
LinkingTo: Rcpp, RcppArmadillo, BH
Published: 2017-12-11
Author: Simon Mak
Maintainer: Simon Mak <smak6 at gatech.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: support results

Downloads:

Reference manual: support.pdf
Package source: support_0.1.0.tar.gz
Windows binaries: r-devel: support_0.1.0.zip, r-release: support_0.1.0.zip, r-oldrel: support_0.1.0.zip
OS X El Capitan binaries: r-release: support_0.1.0.tgz
OS X Mavericks binaries: r-oldrel: not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=support to link to this page.