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>.

Version: 0.1.0
Imports: Rcpp, Rdpack, expm, stats, utils
LinkingTo: Rcpp, RcppArmadillo
Published: 2020-02-26
Author: Kisung You ORCID iD [aut, cre]
Maintainer: Kisung You <kyoustat at gmail.com>
License: GPL (≥ 3)
NeedsCompilation: yes
Materials: NEWS
CRAN checks: SBmedian results

Downloads:

Reference manual: SBmedian.pdf
Package source: SBmedian_0.1.0.tar.gz
Windows binaries: r-devel: SBmedian_0.1.0.zip, r-devel-gcc8: SBmedian_0.1.0.zip, r-release: SBmedian_0.1.0.zip, r-oldrel: SBmedian_0.1.0.zip
OS X binaries: r-release: SBmedian_0.1.0.tgz, r-oldrel: SBmedian_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=SBmedian to link to this page.