I have found that NAO "Granger" causes precipitation with a time lag of 8 months, using data from 1980-2007.

However, using bigger data, specifically from 1980-2020 my findings are different. I have found with this dataset that NAO "Granger" causes precipitation with time lag of 1,2,3,...,11 months.

How can this be justified?

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