statsmodels.treatment.treatment_effects.TreatmentEffect.aipw

TreatmentEffect.aipw(return_results=True, disp=False)

ATE and POM from double robust augmented inverse probability weighting

Parameters:

return_resultsbool

If True, then a results instance is returned. If False, just ATE, POM0 and POM1 are returned.

dispbool

Indicates whether the scipy optimizer should display the optimization results

Returns:

TreatmentEffectResults or tuple

Results instance if return_results is True, otherwise the tuple (ATE, POM0, POM1).

See also

TreatmentEffectResults