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: | 1.0.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp (≥ 1.0.4.6), methods |
| LinkingTo: | BH, Rcpp, RcppArmadillo |
| Suggests: | knitr, rmarkdown, testthat, spelling |
| Published: | 2020-07-24 |
| Author: | Jolien Cremers [aut, cre] |
| Maintainer: | Jolien Cremers <joliencremers at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | waspr results |
| Reference manual: | waspr.pdf |
| Vignettes: |
Tutorial |
| Package source: | waspr_1.0.0.tar.gz |
| Windows binaries: | r-devel: waspr_1.0.0.zip, r-release: waspr_1.0.0.zip, r-oldrel: waspr_1.0.0.zip |
| macOS binaries: | r-release: waspr_1.0.0.tgz, r-oldrel: waspr_1.0.0.tgz |
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