Propensity Score

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Probability of treatment assignment given covariates.

Full Definition

Probability of treatment assignment given covariates.

Keywords

treatment likelihood

Domains

Causal AI & Interpretability

Related Terms

Instrumental Variable related to

Variable enabling causal inference despite confounding.

 Simpson’s Paradox related to

Trend reversal when data is aggregated improperly.

 Structural Causal Model related to

Formal model linking causal mechanisms and variables.

 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.

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