Other packages > Find by keyword >

waspr  

Wasserstein Barycenters of Subset Posteriors
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("waspr", "1.0.1")



Attach the package and use:
library("waspr")
Maintained by
Jolien Cremers
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-07-24
Latest Update: 2023-09-11
Description:
Functions to compute Wasserstein barycenters of subset posteriors using the swapping algorithm developed by Puccetti, Rüschendorf and Vanduffel (2020) <doi:10.1016/j.jmaa.2017.02.003>. The Wasserstein barycenter is a geometric approach for combining subset posteriors. It allows for parallel and distributed computation of the posterior in case of complex models and/or big datasets, thereby increasing computational speed tremendously.
How to cite:
Jolien Cremers (2020). waspr: Wasserstein Barycenters of Subset Posteriors. R package version 1.0.1, https://cran.r-project.org/web/packages/waspr. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0.0 (2020-07-24 19:30)
Other packages that cited waspr R package
View waspr citation profile
Other R packages that waspr depends, imports, suggests or enhances
Complete documentation for waspr
Functions, R codes and Examples using the waspr R package
Some associated functions: combine . hpd_est . mode_est . pois_logistic . print.wasp . summary . summary.wasp . swap_rcpp . wasp . waspr-package . 
Some associated R codes: RcppExports.R . classfunctions.R . data.R . utils.R . wasp.R . waspr-package.R .  Full waspr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
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  
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  
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  
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  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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