281 citations · 1.2k across the 37 of their papers we have counts for
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math.ST2020★ 1 cited
A Bayesian Nonparametric Conditional Two-sample Test with an Application to Local Causal Discovery
Philip A. Boeken, Joris M. Mooij
For a continuous random variable , testing conditional independence is known to be a particularly hard problem. It constitutes a key ingredient of many…
math.ST2020★ 7 cited
Constraint-Based Causal Discovery using Partial Ancestral Graphs in the presence of Cycles
Joris M. Mooij, Tom Claassen
While feedback loops are known to play important roles in many complex systems, their existence is ignored in a large part of the causal discovery literature, as systems are typica…