CAM-UV

class lingam.CAMUV(alpha=0.01, num_explanatory_vals=2)

Implementation of CAM-UV Algorithm [1]

References

[1]	T.N.Maeda and S.Shimizu. Causal additive models with unobserved variables. In Proc. Thirty-Seventh Conference on Uncertainty in Artificial Intelligence (UAI). PMLR 161:97-106, 2021.

__init__(alpha=0.01, num_explanatory_vals=2)

Construct a CAM-UV model.

Parameters:

• alpha (float, optional (default=0.01)) – Alpha level.
• num_explanatory_vals (int, optional (default=2)) – Maximum number of explanatory variables.