Other packages > Find by keyword >

SBmedian  

Scalable Bayes with Median of Subset Posteriors
View on CRAN: Click here


Download and install SBmedian package within the R console
Install from CRAN:
install.packages("SBmedian")

Install from Github:
library("remotes")
install_github("cran/SBmedian")

Install by package version:
library("remotes")
install_version("SBmedian", "0.1.2")



Attach the package and use:
library("SBmedian")
Maintained by
Kisung You
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-26
Latest Update: 2021-08-16
Description:
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) .
How to cite:
Kisung You (2020). SBmedian: Scalable Bayes with Median of Subset Posteriors. R package version 0.1.2, https://cran.r-project.org/web/packages/SBmedian. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.0 (2020-02-26 17:20), 0.1.1 (2021-08-16 09:10)
Other packages that cited SBmedian R package
View SBmedian citation profile
Other R packages that SBmedian depends, imports, suggests or enhances
Complete documentation for SBmedian
Functions, R codes and Examples using the SBmedian R package
Some associated functions: SBmedian . mpost.euc . mpost.spd . 
Some associated R codes: RcppExports.R . auxiliary_checkers.R . auxiliary_computing.R . mpost.euc.R . mpost.spd.R . mwass.euc.R . package-SBmedian.R . zzz.R .  Full SBmedian package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA