CI test taxonomy

A constraint-based algorithm’s recovery quality is bounded by the quality of its conditional-independence test. The published CI test landscape can be organised by what the test assumes about the data-generating distribution.

Note

This page is currently a stub. A full taxonomy mirroring the survey in citk’s documentation will land in v0.x.x.

References

• Li, C., & Fan, X. (2020). On nonparametric conditional independence tests for continuous variables. Wiley Interdisciplinary Reviews: Computational Statistics, 12(3), e1489.