Support Points

Provides the function sp() for generating the support points proposed in Mak and Joseph (2017) . 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.


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install.packages("support")

0.1.2 by Simon Mak, 6 months ago


Browse source code at https://github.com/cran/support


Authors: Simon Mak


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rcpp, randtoolbox, matrixStats, doParallel, nloptr, MHadaptive

Linking to Rcpp, RcppArmadillo, BH


See at CRAN