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Performs Approximate Bayesian Computation (ABC) model choice and parameter inference via random forests. Pudlo P., Marin J.-M., Estoup A., Cornuet J.-M., Gautier M. and Robert C. P. (2016) <doi:10.1093/bioinformatics/btv684>. Estoup A., Raynal L., Verdu P. and Marin J.-M. <http://journal-sfds.fr/article/view/709>. Raynal L., Marin J.-M., Pudlo P., Ribatet M., Robert C. P. and Estoup A. (2019) <doi:10.1093/bioinformatics/bty867>.
Version: | 1.9 |
Depends: | R (≥ 3.1) |
Imports: | readr, MASS, matrixStats, ranger, doParallel, parallel, foreach, stringr, Rcpp (≥ 0.11.2) |
LinkingTo: | Rcpp, RcppArmadillo |
Published: | 2022-08-09 |
DOI: | 10.32614/CRAN.package.abcrf |
Author: | Jean-Michel Marin [aut, cre], Louis Raynal [aut], Pierre Pudlo [aut], Christian P. Robert [ctb], Arnaud Estoup [ctb] |
Maintainer: | Jean-Michel Marin <jean-michel.marin at umontpellier.fr> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | yes |
In views: | Bayesian |
CRAN checks: | abcrf results |
Reference manual: | abcrf.pdf |
Package source: | abcrf_1.9.tar.gz |
Windows binaries: | r-devel: abcrf_1.9.zip, r-release: abcrf_1.9.zip, r-oldrel: abcrf_1.9.zip |
macOS binaries: | r-release (arm64): abcrf_1.9.tgz, r-oldrel (arm64): abcrf_1.9.tgz, r-release (x86_64): abcrf_1.9.tgz, r-oldrel (x86_64): abcrf_1.9.tgz |
Old sources: | abcrf archive |
Reverse suggests: | treestats |
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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.