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I think not, because the series in levels is dependent on time and that’s not what we are interested in, but I’m a bit lost here.

An additional thought - I know the beta coefficient we get when regressing two first differenced time series is an estimate of the slope between the two DGPs, but unsure when it comes to correlation.

Richard Hardy
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  • Related: ["Can I use all estimates in a first differenced regression to apply to levels?"](https://stats.stackexchange.com/questions/555684). – Richard Hardy Dec 17 '21 at 06:19

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