cleverly.MSMProjection

class cleverly.MSMProjection(model: MSM, regimens: Any = None, horizons: Sequence[int] | None = None)

Project counterfactual means onto a marginal structural model.

Parameters:

modelMSM

Working model that defines the projection terms and weights.

regimensAny or None

Longitudinal regimen cells. Leave unset for a point-treatment projection.

horizonssequence of int or None

Follow-up times included in a longitudinal projection.

Methods

Attributes

MSMProjection.definition: str = 'projection of counterfactual means onto a working model'

MSMProjection.horizons: Sequence[int] | None = None

MSMProjection.name: str = 'msm'

MSMProjection.regimens: Any = None

MSMProjection.model: MSM