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Some useful R code (pt 2)

Hi all,

I've wrapped some custom functions I use in R alongside BayesFactor into a mini-package that you can find here>>.

The package includes the following functions:

  • inclusionBF to compute inclusion BFs (an R implementation of what can be found in JASP - produces identical results).
  • inferBF to test followup hypothesis based on the posteriors estimates, such as order restriction (based on Richard's posts, and point tests (which produces Savage-Dickey density ratio bayes factors, see discussion here). This is meant to be the step brother of brms::hypothesis.
  • BIC_BFs to compare models based on the BIC - > BF method (the returned object can then be sent to inclusionBF).

Would love any feedback (everything seems to work... but having other people test / code review is optimal - then might send this to CRAN?).

Hope you find this useful!

Thanked by 3MAgoJ EJ eduard


    edited February 27

    Seems like (as an unintended side effect) inferBF also enables ROPE analysis.

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