Bayesian Multiplicity Adjustments • multibayes

multibayes provides tools for Bayesian multiplicity adjustments. Direction-agnostic and directional tests are supported, and can be mixed freely within a single call.

Installation

# install.packages("remotes")
remotes::install_github("mar-cald/multibayes")

Overview

Function	Input	Correction type
`pd.adjust()`	Posterior draws or pd vector	Prior-odds adjustment for pd (per-test)
`joint()`	Posterior draws	Joint probability (directional) statements (default) or simultaneous credible intervals (`interval = TRUE`)

Citation

Calderan, M., Gambarota, F., Finos, L., & Altoè, G. (n.d.). A Prior-Odds Adjustment for the Probability of Direction in Multiple Testing. Retrieved from osf.io/preprints/psyarxiv/8zwx2_v2

Run citation("multibayes") in R for the full reference (article and package entries).

License

GNU General Public License, Version 3