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Description

Estimate Causal Polytree from Data.

Given a data matrix with rows representing data vectors and columns representing variables, produces a directed polytree for the underlying causal structure. Based on the algorithm developed in Chatterjee and Vidyasagar (2022) <arxiv:2209.07028>. The method is fully nonparametric, making no use of linearity assumptions, and especially useful when the number of variables is large.
Metadata

Version

0.0.1

License

Unknown

Platforms (75)

    Darwin
    FreeBSD
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