This repository includes the necessary files to reproduce the results from the following paper: "On Asymptotic Outlier Rejection in Bayesian Mixed Poisson Regression Models Under Extreme Target and Covariate Values", I. Pia and J. Vanhatalo (2026) arXiv:2606.00231
How to rerun and get posterior samples from experiments and case study:
- To produce the R objects containing posterior samples and simulated data from the different experiments run: 'Experiments/Run_exp.R'
- To get posterior samples from the five Kara Sea models, run: 'KaraSea/Run_KaraSea.R'
How to reproduce figures and tables (after running experiments and case study):
- Figure 1: Run 'plot_etatails.R'
- Figures 2-7 and Table 3: Run 'Experiments/Results_exp.R'
- Figure 8 and Table 5: Run 'KaraSea/Results_KaraSea.R'