cleverly.CounterfactualMean#

class cleverly.CounterfactualMean(treatment: Any = None)[source]#

Request counterfactual outcome means by treatment level.

Parameters:

treatmentAny or None: One treatment level to retain. None reports every supported level.

See also

ATE: The contrast between these means.
RegimeMean: Means under declared regimens rather than fixed levels.
ModifiedTreatmentPolicy: Means under modified treatment policies.

Examples

>>> from cleverly import CounterfactualMean
>>> estimand = CounterfactualMean(treatment=1)
>>> estimand.treatment
1

Methods#

Attributes#

CounterfactualMean.definition#: Return the counterfactual-mean definition.

CounterfactualMean.name: str = 'ey'#

CounterfactualMean.treatment: Any = None#