Our model shown as a Bayesian network. The forward model hyperparameters are indicated in light orange (the third level of the HBM), the true planet parameters in white (the second level of the HBM), and the fixed observed values in dark blue. The arrows denote conditional dependencies; the probability distribution of a child parameter is dependent on the values of its parent parameters (arrows go from parent to child).