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]

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ESTER.pdf |ESTER.html✨
ESTER/json (API)
NEWS

Peer review:

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

On CRAN:

4 exports 2 stars 1.76 score 81 dependencies 4 mentions 21 scripts 163 downloads

Last updated 6 years agofrom:eee73e59b3. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:aicbicictabseqtest

Dependencies:abindbackportsbayesplotBHbootbridgesamplingbrmsBrobdingnagcallrcheckmateclicodacodetoolscolorspacecpp11descdigestdistributionaldplyrfansifarverfuturefuture.applygenericsggplot2ggridgesglobalsgluegridExtragtableinlineisobandlabelinglatticelifecyclelistenvlme4loomagrittrMASSMatrixmatrixStatsmgcvminqamunsellmvtnormnleqslvnlmenloptrnumDerivparallellypillarpkgbuildpkgconfigplyrposteriorprocessxpspurrrQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelreshape2rlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyrtidyselectutf8vctrsviridisLitewithr