cleverly.ATC#

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

Compare counterfactual means among units in the reference arm.

Parameters:

referenceAny or None: Treatment level that defines the target population and comparison reference.

See also

ATE: The same contrast over the whole population.
ATT: The same contrast restricted to the units in each comparison arm.
CounterfactualMean: The arm means the contrast is taken between.

Examples

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

Methods#

Attributes#

ATC.definition#: Return the reference-population contrast definition.

ATC.name: str = 'atc'#

ATC.reference: Any = None#