statsmodels.treatment.treatment_effects.TreatmentEffectResults¶
- class statsmodels.treatment.treatment_effects.TreatmentEffectResults(teff, results_gmm, method, **kwds)[source]¶
Results class for treatment effect estimation
- Parameters:
teff (instance of TreatmentEffect class)
results_gmm (instance of GMMResults class)
method (string) – 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
normal
