Analysing correlations between parameters whilst controlling for the effects of others (Fancy partial correlation).

This code is an evolution of the one used in The Far-Infrared Radio Correlation at low radio frequency with LOFAR/H-ATLAS.

alt text

I borrowed heavily from PyMC3’s Covariance estimation notebook and added some other syntax to allow you to easily specify additional correlates without worrying about priors, starting points, step method, and all of that jazz!