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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]
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 Apr. 2025.
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
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