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?