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). This work was supported by USARO grant W911NF-14-1-0024 and NSF DMS grant 1712642.

Version: 0.1.2
Imports: Rcpp (≥ 0.12.4), randtoolbox, matrixStats, doParallel, nloptr, MHadaptive
LinkingTo: Rcpp, RcppArmadillo, BH
Published: 2018-07-22
Author: Simon Mak
Maintainer: Simon Mak <smak6 at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: support results


Reference manual: support.pdf
Package source: support_0.1.2.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X binaries: r-release: support_0.1.2.tgz, r-oldrel: support_0.1.2.tgz
Old sources: support archive


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