Model Description (under construction)#
This page summarizes key aspects of the inference model, with an emphasis on the geological assumptions encoded in the statistical framework. Users should refer to Edmonsond & Dyer (submitted to Geoscientific Model Development) for an extended technical description of the model, guidance on choosing priors for key model parameters, synthetic proof-of-concept experiments, and advice on interpreting the results.
Key features#
The statistical model is built using the probabilistic programming package PyMC. For users who are new to Bayesian modeling, the PyMC documentation includes links to useful introductory resources.