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An implementation of sequential testing that uses evidence ratios computed from the weights of a set of models. These weights correspond either to Akaike weights computed from the Akaike Information Criterion (AIC) or the Bayesian Information Criterion (BIC) and following Burnham & Anderson (2004, <doi:10.1177/0049124104268644>) recommendations, or to pseudo-BMA weights computed from the WAIC or the LOO-IC of models fitted with 'brms' and following Yao et al. (2017, <doi:10.48550/arXiv.1704.02030>).
Version: | 0.2.0 |
Depends: | R (≥ 3.3.0) |
Imports: | brms, lme4, dplyr, magrittr, tidyr, ggplot2, rlang, foreach, doParallel, cowplot |
Suggests: | knitr, rmarkdown |
Published: | 2017-12-10 |
DOI: | 10.32614/CRAN.package.ESTER |
Author: | Ladislas Nalborczyk
|
Maintainer: | Ladislas Nalborczyk <ladislas.nalborczyk at gmail.com> |
BugReports: | https://github.com/lnalborczyk/ESTER/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/lnalborczyk/ESTER |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | ESTER results |
Reference manual: | ESTER.pdf |
Vignettes: |
Efficient Sequential Testing with Evidence Ratios |
Package source: | ESTER_0.2.0.tar.gz |
Windows binaries: | r-devel: ESTER_0.2.0.zip, r-release: ESTER_0.2.0.zip, r-oldrel: ESTER_0.2.0.zip |
macOS binaries: | r-release (arm64): ESTER_0.2.0.tgz, r-oldrel (arm64): ESTER_0.2.0.tgz, r-release (x86_64): ESTER_0.2.0.tgz, r-oldrel (x86_64): ESTER_0.2.0.tgz |
Old sources: | ESTER archive |
Please use the canonical form https://CRAN.R-project.org/package=ESTER to link to this page.
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.