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GreedyEPL: Greedy Expected Posterior Loss

Summarises a collection of partitions into a single optimal partition. The objective function is the expected posterior loss, and the minimisation is performed through a greedy algorithm described in Rastelli, R. and Friel, N. (2017) "Optimal Bayesian estimators for latent variable cluster models" <doi:10.1007/s11222-017-9786-y>.

Version: 1.2
Imports: Rcpp (≥ 0.12.10)
LinkingTo: Rcpp, RcppArmadillo
Published: 2021-09-02
DOI: 10.32614/CRAN.package.GreedyEPL
Author: Riccardo Rastelli [aut, cre]
Maintainer: Riccardo Rastelli <riccardoras at gmail.com>
License: GPL-3
NeedsCompilation: yes
CRAN checks: GreedyEPL results

Documentation:

Reference manual: GreedyEPL.pdf

Downloads:

Package source: GreedyEPL_1.2.tar.gz
Windows binaries: r-devel: GreedyEPL_1.2.zip, r-release: GreedyEPL_1.2.zip, r-oldrel: GreedyEPL_1.2.zip
macOS binaries: r-release (arm64): GreedyEPL_1.2.tgz, r-oldrel (arm64): GreedyEPL_1.2.tgz, r-release (x86_64): GreedyEPL_1.2.tgz, r-oldrel (x86_64): GreedyEPL_1.2.tgz
Old sources: GreedyEPL archive

Reverse dependencies:

Reverse suggests: BNPdensity

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.