statsmodels.treatment.treatment_effects.TreatmentEffectResults¶

class statsmodels.treatment.treatment_effects.TreatmentEffectResults(teff, results_gmm, method, **kwds)[source]¶

Results class for treatment effect estimation

Parameters:¶

teffinstance of TreatmentEffect class

results_gmminstance of GMMResults class

methodstr

Method and estimator of treatment effect.

kwds: dict

Other keywords with additional information.

Notes

This class is a subclass of ContrastResults and inherits methods like summary, summary_frame and conf_int. Attributes correspond to a z-test given by GMMResults.t_test.

Methods

conf_int([alpha])	Returns the confidence interval of the value, effect of the constraint.
summary([xname, alpha, title])	Summarize the Results of the hypothesis test
summary_frame([xname, alpha])	Return the parameter table as a pandas DataFrame

Properties

df_denom

normal