The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
This is a method (MinED) for mining probability distributions using deterministic sampling which is proposed by Joseph, Wang, Gu, Lv, and Tuo (2019) <doi:10.1080/00401706.2018.1552203>. The MinED samples can be used for approximating the target distribution. They can be generated from a density function that is known only up to a proportionality constant and thus, it might find applications in Bayesian computation. Moreover, the MinED samples are generated with much fewer evaluations of the density function compared to random sampling-based methods such as MCMC and therefore, this method will be especially useful when the unnormalized posterior is expensive or time consuming to evaluate. This research is supported by a U.S. National Science Foundation grant DMS-1712642.
| Version: | 1.0-3 |
| Imports: | Rcpp (≥ 0.12.17) |
| LinkingTo: | Rcpp, RcppEigen |
| Published: | 2022-06-26 |
| DOI: | 10.32614/CRAN.package.mined |
| Author: | Dianpeng Wang and V. Roshan Joseph |
| Maintainer: | Dianpeng Wang <wdp at bit.edu.cn> |
| License: | LGPL-2.1 |
| NeedsCompilation: | yes |
| CRAN checks: | mined results |
| Reference manual: | mined.pdf |
| Package source: | mined_1.0-3.tar.gz |
| Windows binaries: | r-devel: mined_1.0-3.zip, r-release: mined_1.0-3.zip, r-oldrel: mined_1.0-3.zip |
| macOS binaries: | r-release (arm64): mined_1.0-3.tgz, r-oldrel (arm64): mined_1.0-3.tgz, r-release (x86_64): mined_1.0-3.tgz, r-oldrel (x86_64): mined_1.0-3.tgz |
| Old sources: | mined archive |
Please use the canonical form https://CRAN.R-project.org/package=mined to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.