It might be preferred to do a rolling takeoff if there is a concern about FOD. It may also be preferred if there is a concern for engine acceleration (727 center engine stall/stag prevention for example).
On the other hand it might be required to do a static engine run-up prior to takeoff for certain icing conditions.