Jonas Peters

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The code takes an n x p data matrix and fits a Causal Additive Model (CAM) for estimating the causal...

Contains an implementation of the
d-variable Hilbert Schmidt independence criterion
and several hypo...

Functions for causal structure
learning and causal inference using graphical models. The main algori...

The code computes the structural intervention distance (SID) between a true directed acyclic graph (...