Package: SBmedian 0.1.1
Kisung You
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.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://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 years agofrom:5b95d0fe07. Checks:OK: 1 NOTE: 1. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 21 2024 |
| R-4.5-linux-x86_64 | NOTE | Oct 21 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 |
