Instrumental Variable Advanced

Instrumental Variable

Advanced

Variable enabling causal inference despite confounding.

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Definition

Full Definition

Variable enabling causal inference despite confounding.

Keywords

causal identification

Domains

Causal AI & Interpretability

Related Terms

Simpson’s Paradox related to

Trend reversal when data is aggregated improperly.

 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.

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