statsmodels.treatment.treatment_effects.TreatmentEffect.aipw_wls¶
- TreatmentEffect.aipw_wls(return_results=True, disp=False)[source]¶
ATE and POM from double robust augmented inverse probability weighting.
This uses weighted outcome regression, while aipw uses unweighted outcome regression. Option for effect on treated or on untreated is not available.
- Parameters:
- Returns:
TreatmentEffectsResults
instance
ortuple
(ATE
,POM0
,POM1
)
See also
TreatmentEffectsResults