Package: ESTER 0.2.1

ESTER: Efficient Sequential Testing with Evidence Ratios

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 LOOIC of models fitted with 'brms' and following Yao et al. (2017, <arxiv:1704.02030v3>).

Authors:Ladislas Nalborczyk [aut, cre]

ESTER_0.2.1.tar.gz
ESTER_0.2.1.zip(r-4.5)ESTER_0.2.1.zip(r-4.4)ESTER_0.2.1.zip(r-4.3)
ESTER_0.2.1.tgz(r-4.5-any)ESTER_0.2.1.tgz(r-4.4-any)ESTER_0.2.1.tgz(r-4.3-any)
ESTER_0.2.1.tar.gz(r-4.5-noble)ESTER_0.2.1.tar.gz(r-4.4-noble)
ESTER_0.2.1.tgz(r-4.4-emscripten)ESTER_0.2.1.tgz(r-4.3-emscripten)
ESTER.pdf |ESTER.html
ESTER/json (API)
NEWS

# Install 'ESTER' in R:
install.packages('ESTER', repos = c('https://lnalborczyk.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/lnalborczyk/ester/issues

On CRAN:

Conda:

4.92 score 2 stars 21 scripts 179 downloads 4 mentions 4 exports 84 dependencies

Last updated 7 years agofrom:eee73e59b3. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 10 2025
R-4.5-winNOTEMar 10 2025
R-4.5-macNOTEMar 10 2025
R-4.5-linuxNOTEMar 10 2025
R-4.4-winNOTEMar 10 2025
R-4.4-macNOTEMar 10 2025
R-4.4-linuxNOTEMar 10 2025
R-4.3-winNOTEMar 10 2025
R-4.3-macNOTEMar 10 2025

Exports:aicbicictabseqtest

Dependencies:abindbackportsbayesplotBHbootbridgesamplingbrmsBrobdingnagcallrcheckmateclicodacodetoolscolorspacecpp11descdigestdistributionaldplyrfansifarverfuturefuture.applygenericsggplot2ggridgesglobalsgluegridExtragtableinlineisobandlabelinglatticelifecyclelistenvlme4loomagrittrMASSMatrixmatrixStatsmgcvminqamunsellmvtnormnleqslvnlmenloptrnumDerivparallellypillarpkgbuildpkgconfigplyrposteriorprocessxpspurrrQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackreformulasreshape2rlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyrtidyselectutf8vctrsviridisLitewithr

Efficient Sequential Testing with Evidence Ratios

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Last update: 2018-05-19
Started: 2016-10-16