[R-SIG-Finance] How to find lead-lag relation in two time series?

[Michael Jungle]

But we trade on prices, right? How do you trade on returns? 

My preliminary understanding is "whatever we trade on, we should find
correlation, etc. there...". 

If you find lead-lag relations on returns, how do you trade them?
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