Engineering Alpha

Engineering Alpha

The Cross-Correlation Function to Understand Predictability

Using the CCF to Understand the Lead/Lag Ratio

Sofien Kaabar, CFA's avatar
Sofien Kaabar, CFA
Jan 07, 2026
∙ Paid

If you spend enough time around financial data, you eventually ask a dangerous question:

Does this series lead that one?

Maybe it’s volume leading returns.
Maybe it’s futures leading spot.
Maybe it’s a macro signal leading equity performance.

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