cleverly.ATE#

class cleverly.ATE(reference: Any = None)[source]#

Compare population counterfactual means against one reference arm.

Parameters:

referenceAny or None: Treatment level used as the reference. None uses the design default.

See also

ATT: The same contrast restricted to the units in each comparison arm.
ATC: The same contrast restricted to the units in the reference arm.
RiskRatio: The same comparison on the ratio scale.
CounterfactualMean: The arm means the contrast is taken between.

Examples

>>> from cleverly import ATE
>>> estimand = ATE(reference=0)
>>> estimand.reference
0

Methods#

Attributes#

ATE.definition#: Return the population-average contrast definition.

ATE.name: str = 'ate'#

ATE.reference: Any = None#