Structural Causal Model

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Formal model linking causal mechanisms and variables.

Full Definition

Formal model linking causal mechanisms and variables.

Keywords

SCM

Domains

Causal AI & Interpretability

Related Terms

Do-Operator related to

Models effects of interventions (do(X=x)).

 Counterfactual related to

What would have happened under different conditions.

 Average Treatment Effect related to

Expected causal effect of a treatment.

 Propensity Score related to

Probability of treatment assignment given covariates.

 Causal Graph related to

Directed acyclic graph encoding causal relationships.

Concept Map

See how Structural Causal Model connects to other concepts.

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