metacausal.ComponentAteEstimate

class metacausal.ComponentAteEstimate(ate, ci_lower=None, ci_upper=None, details=None)

Bases: object

Result from a single causal estimator.

Variables:

• ate (float) – Average treatment effect point estimate.

• ci_lower (float | None) – Lower bound of confidence interval (if available).

• ci_upper (float | None) – Upper bound of confidence interval (if available).

• details (dict | None) – Method-specific additional information.

Parameters:

• ate (float)

• ci_lower (float | None)

• ci_upper (float | None)

• details (dict | None)

Methods

__init__

Attributes

ci_lower
ci_upper
details
ate

Details

ate: float

ci_lower: float | None = None

ci_upper: float | None = None

details: dict | None = None