Package: SBmedian 0.1.1
SBmedian: Scalable Bayes with Median of Subset Posteriors
Median-of-means is a generic yet powerful framework for scalable and robust estimation. A framework for Bayesian analysis is called M-posterior, which estimates a median of subset posterior measures. For general exposition to the topic, see the paper by Minsker (2015) <doi:10.3150/14-BEJ645>.
Authors:
SBmedian_0.1.1.tar.gz
SBmedian_0.1.1.zip(r-4.5)SBmedian_0.1.1.zip(r-4.4)SBmedian_0.1.1.zip(r-4.3)
SBmedian_0.1.1.tgz(r-4.4-x86_64)SBmedian_0.1.1.tgz(r-4.4-arm64)SBmedian_0.1.1.tgz(r-4.3-x86_64)SBmedian_0.1.1.tgz(r-4.3-arm64)
SBmedian_0.1.1.tar.gz(r-4.5-noble)SBmedian_0.1.1.tar.gz(r-4.4-noble)
SBmedian_0.1.1.tgz(r-4.4-emscripten)SBmedian_0.1.1.tgz(r-4.3-emscripten)
SBmedian.pdf |SBmedian.html✨
SBmedian/json (API)
NEWS
| # Install 'SBmedian' in R: |
| install.packages('SBmedian', repos = c('https://kisungyou.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kisungyou/sbmedian/issues
Last updated 3 years agofrom:8a932f5241. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 04 2024 |
| R-4.5-win-x86_64 | NOTE | Nov 04 2024 |
| R-4.5-linux-x86_64 | NOTE | Nov 04 2024 |
| R-4.4-win-x86_64 | NOTE | Nov 04 2024 |
| R-4.4-mac-x86_64 | NOTE | Nov 04 2024 |
| R-4.4-mac-aarch64 | NOTE | Nov 04 2024 |
| R-4.3-win-x86_64 | NOTE | Nov 04 2024 |
| R-4.3-mac-x86_64 | NOTE | Nov 04 2024 |
| R-4.3-mac-aarch64 | NOTE | Nov 04 2024 |
Dependencies:expmlatticeMatrixrbibutilsRcppRcppArmadilloRdpack
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Median Posterior for Subset Posterior Samples in Euclidean Space | mpost.euc |
| Median Posterior for Subset Posterior Samples in SPD manifold | mpost.spd |
| Scalable Bayes with Median of Subset Posteriors | SBmedian-package SBmedian |
