Provides functions sp() and sp_seq() for computing the support points in Mak and Joseph (2018) <doi:10.1214/17-AOS1629>. Support points can be used as a representative sample of a desired distribution, or a representative reduction of a big dataset (e.g., an "optimal" thinning of Markov-chain Monte Carlo sample chains). This work was supported by USARO grant W911NF-14-1-0024 and NSF DMS grant 1712642.
| Version: | 0.1.5 |
| Imports: | Rcpp (≥ 0.12.4), randtoolbox, MHadaptive, nloptr |
| LinkingTo: | Rcpp, RcppArmadillo, BH |
| Published: | 2021-06-28 |
| Author: | Simon Mak |
| Maintainer: | Simon Mak <sm769 at duke.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | support results |
| Reference manual: | support.pdf |
| Package source: | support_0.1.5.tar.gz |
| Windows binaries: | r-devel: support_0.1.5.zip, r-release: support_0.1.5.zip, r-oldrel: support_0.1.5.zip |
| macOS binaries: | r-release (arm64): support_0.1.5.tgz, r-oldrel (arm64): support_0.1.5.tgz, r-release (x86_64): support_0.1.5.tgz, r-oldrel (x86_64): support_0.1.5.tgz |
| Old sources: | support archive |
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