cleverly.ATT#

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

Compare counterfactual means among units in each comparison arm.

Parameters:

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

See also

ATE: The same contrast over the whole population.
ATC: The same contrast restricted to the units in the reference arm.
cleverly.ControlledDirectEffect: An arm contrast holding an intermediate fixed.

Examples

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

Methods#

Attributes#

ATT.definition#: Return the treated-population contrast definition.

ATT.name: str = 'att'#

ATT.reference: Any = None#