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mschauer / CausalInference.jl

Causal inference, graphical models and structure learning in Julia
https://mschauer.github.io/CausalInference.jl/latest/
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Add Bayesball graph #140

Closed mschauer closed 6 months ago

mschauer commented 6 months ago
Screenshot 2024-02-15 at 10 28 05

Example: In the DAG left, we start the Bayes ball in T and condition on P. On the right, the Bayes ball reaches O once directly, once via the opened collider T -> P <- U -> O

mschauer commented 6 months ago

The graph should be equivalent to the allowed Bayes ball moves. Note that I conflate INIT and LEFT which behave the same?!

mwien commented 6 months ago

The graph should be equivalent to the allowed Bayes ball moves. Note that I conflate INIT and LEFT which behave the same?!

Yes, for simple BayesBall there is no difference between INIT and LEFT. In more complicated applications of gensearch it is necessary to distinguish these two cases.