causalkit.refutation.refute_placebo_treatment

causalkit.refutation.refute_placebo_treatment(inference_fn, data, random_state=None, **inference_kwargs)

Generate random binary treatment variables while keeping outcome and covariates intact. Generates random binary treatment with the same proportion as the original treatment. Breaks the treatment–outcome link.

Return type:

Dict[str, float]

Parameters:

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

• data (CausalData)

• random_state (int | None)