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.html , waspr.pdf |
| Vignettes: |
Tutorial (source, R code) |
| 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 |
Please use the canonical form https://CRAN.R-project.org/package=waspr to link to this page.