Simpson’s Paradox

Advanced

Trend reversal when data is aggregated improperly.

Full Definition

Trend reversal when data is aggregated improperly.

Keywords

aggregation bias

Domains

Causal AI & Interpretability

Related Terms

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.

 Instrumental Variable related to

Variable enabling causal inference despite confounding.

Concept Map

See how Simpson’s Paradox connects to other concepts.

Open Knowledge Graph