What is Granger causality in time series analysis?

Granger causality tests whether one time series helps predict another using lagged values.

Granger causality is a statistical hypothesis test that determines whether past values of one variable improve prediction of another variable. It does not imply true causation, only predictive causality. It is commonly used in econometrics and multivariate time series analysis.