waspr: Wasserstein Barycenters of Subset Posteriors

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.

Package details

AuthorJolien Cremers [aut, cre]
MaintainerJolien Cremers <joliencremers@gmail.com>
LicenseGPL-3
Version1.0.1
URL https://github.com/joliencremers/waspr
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("waspr")

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waspr documentation built on Sept. 11, 2023, 5:10 p.m.