dualbounds.varcate.VarCATEDualBounds.summary

VarCATEDualBounds.summary(minval: float = -inf, maxval: float = inf)

Prints a summary of main results from the class.

Parameters:
minval : float

Analytical lower bound on estimand used to clip results. Defaults to -np.inf.

maxval : float

Analytical upper bound on estimand used to clip results. Defaults to np.inf.

Return type:

None

Notes

To access the results a DataFrame, call:

  • DualBounds.results() for inferential results

  • DualBounds.eval_outcome_model() for outcome model metrics

  • DualBounds.eval_treatment_model() for treatment model metrics

  • DualBounds._plug_in_results() for nonrobust plug-in bounds

  • DualBounds.diagnostics() for technical diagnostic information