[Bug] Prior knowledge is not applied correctly when bootstrapping with BottomUpParceLiNGAM.

cdt15 / lingam

Python package for causal discovery based on LiNGAM.

https://sites.google.com/view/sshimizu06/lingam

MIT License

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[Bug] Prior knowledge is not applied correctly when bootstrapping with BottomUpParceLiNGAM. #29

Closed ikeuchi-screen closed 2 years ago

ikeuchi-screen commented 3 years ago

The partially-ordered list is created from prior knowledge during the initialization of BottomUpParceLiNGAM. However, since the partially-ordered list changes in the fit function, the second time of bootstrapping uses the changed partially-ordered list.