causalkit.refutation.refute_subset

causalkit.refutation.refute_subset(inference_fn, data, fraction=0.8, random_state=None, **inference_kwargs)

Re-estimate the effect on a random subset (default 80 %) to check sample-stability of the estimate.

Return type:

Dict[str, float]

Parameters:

• inference_fn (Callable[[...], Dict[str, Any]])

• data (CausalData)

• fraction (float)

• random_state (int | None)