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causal inference

2 answered questions tagged “causal inference”. Browse and search all answers, or ask your own.

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What does it mean to control for a variable in regression?

How adding a covariate to a regression model 'holds it constant', why this replaces sorting people into subgroups, and what controlling can and cannot fix.

Read the answer → November 5, 2026

Interrupted time series vs event study vs difference-in-differences

All three estimate the effect of an intervention, but each builds its counterfactual differently. Here is how to tell them apart.

Read the answer → September 21, 2026

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