causalis.scenarios.unconfoundedness

Unconfoundedness estimators, data generators, and refutation utilities.

Subpackages

• causalis.scenarios.unconfoundedness.refutation
  • causalis.scenarios.unconfoundedness.refutation.unconfoundedness
    • causalis.scenarios.unconfoundedness.refutation.unconfoundedness.unconfoundedness_validation
    • causalis.scenarios.unconfoundedness.refutation.unconfoundedness.sensitivity
    • causalis.scenarios.unconfoundedness.refutation.unconfoundedness.love_plot
  • causalis.scenarios.unconfoundedness.refutation.score
    • causalis.scenarios.unconfoundedness.refutation.score.score_validation
    • causalis.scenarios.unconfoundedness.refutation.score.influence_plot
    • causalis.scenarios.unconfoundedness.refutation.score.residual_plots
  • causalis.scenarios.unconfoundedness.refutation.overlap
    • causalis.scenarios.unconfoundedness.refutation.overlap.overlap_validation
    • causalis.scenarios.unconfoundedness.refutation.overlap.overlap_plot
    • causalis.scenarios.unconfoundedness.refutation.overlap.reliability_plot

Submodules

• causalis.scenarios.unconfoundedness.dgp
• causalis.scenarios.unconfoundedness.model

Package Contents

Functions

__getattr__	Lazily expose heavyweight scenario subpackages.
__dir__	Keep lazy exports discoverable in interactive sessions.

Data

__all__

API

causalis.scenarios.unconfoundedness.__all__

[‘gate’, ‘refutation’, ‘dgp’, ‘IRM’]

causalis.scenarios.unconfoundedness.__getattr__(name: str) → Any

Lazily expose heavyweight scenario subpackages.

causalis.scenarios.unconfoundedness.__dir__() → list[str]

Keep lazy exports discoverable in interactive sessions.