raoulwolf / bayesian-regressions-for-aop-bn

This repository contains the raw data and R scripts for "Quantification of an Adverse Outcome Pathway network by Bayesian regression and Bayesian network modeling" by Moe et al. 2020, Integr Environ Assess Manag, doi:10.1002/ieam.4348.

Quantification of an Adverse Outcome Pathway network by Bayesian regression and Bayesian network modeling

This repository contains the raw data and R scripts for “Quantification of an Adverse Outcome Pathway network by Bayesian regression and Bayesian network modeling” by Moe et al., 2021. The final version of the article was published in Integrated Environmental Assessment and Management (Volume 17, Issue 1, pp. 147-164) and can be found here: https://doi.org/10.1002/ieam.4348.

The data folder contains the raw data used for the analyses, and the scripts folder contains the R scripts which were written for the analyses. The fitted models are in the models folder, and simulated data are in the simulations and regression_simulations folders, respectively.

The following R package needs to be installed to run the analysis:

install.packages("brms")