Yes (based on my experience with Bridgestone), but if you are gonna drive your ride at very high speeds on bumpy roads, then this rule won't apply.
Stock size is the best for any ride, because your vehicle has been designed, calibrated and tested on it.
If not, then gradually on the higher side.