econml.validate.BLPEvaluationResults

class econml.validate.BLPEvaluationResults(params: List[float], errs: List[float], pvals: List[float], treatments: array)[source]

Bases: object

Results class for BLP test.

Parameters:

  • params (list or numpy array of floats) – Sequence of estimated coefficient values

  • errs (list or numpy array of floats) – Sequence of estimated coefficient standard errors

  • pvals (list or numpy array of floats) – Sequence of estimated coefficient p-values

  • treatments (list or numpy array of floats) – Sequence of treatment labels

__init__(params: List[float], errs: List[float], pvals: List[float], treatments: array)[source]

Methods

__init__(params, errs, pvals, treatments)

summary()

Construct a dataframe summarizing the results of the BLP test.
summary()[source]

Construct a dataframe summarizing the results of the BLP test.

Parameters:

None

Return type:

pandas dataframe containing summary of BLP test results