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.
Version: | 1.0.1 |
Depends: | R (≥ 3.5.0) |
Imports: | Rcpp (≥ 1.0.4.6) |
LinkingTo: | BH, Rcpp, RcppArmadillo |
Suggests: | knitr, rmarkdown, testthat, spelling |
Published: | 2023-09-11 |
DOI: | 10.32614/CRAN.package.waspr |
Author: | Jolien Cremers [aut, cre] |
Maintainer: | Jolien Cremers <joliencremers at gmail.com> |
BugReports: | https://github.com/joliencremers/waspr/issues |
License: | GPL-3 |
URL: | https://github.com/joliencremers/waspr |
NeedsCompilation: | yes |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | waspr results |
Reference manual: | waspr.pdf |
Vignettes: |
Tutorial |
Package source: | waspr_1.0.1.tar.gz |
Windows binaries: | r-devel: waspr_1.0.1.zip, r-release: waspr_1.0.1.zip, r-oldrel: waspr_1.0.1.zip |
macOS binaries: | r-release (arm64): waspr_1.0.1.tgz, r-oldrel (arm64): waspr_1.0.1.tgz, r-release (x86_64): waspr_1.0.1.tgz, r-oldrel (x86_64): waspr_1.0.1.tgz |
Old sources: | waspr archive |
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