Fig. 4

Graphical posterior predictive check: comparison of the proportion of zeros in observed vs simulated datasets. For each model, 8000 datasets are simulated from the posterior predictive distribution using the observed predictors. The light blue histogram represents the distribution of the value of the statistic (the proportion of zeros) across the simulated datasets. The dark blue vertical line is the value of this statistic for the observed sample.