statsmodels.treatment.treatment_effects.TreatmentEffect.aipw¶

TreatmentEffect.aipw(return_results=True, disp=False)[source]¶

ATE and POM from double robust augmented inverse probability weighting

Parameters:

return_results (bool) – If True, then a results instance is returned. If False, just ATE, POM0 and POM1 are returned.
disp (bool) – Indicates whether the scipy optimizer should display the optimization results

Return type:

TreatmentEffectsResults instance or tuple (ATE, POM0, POM1)