High pressure is
associated with stable, sinking air.
Without convective or frontal lifting there will be little or no cloud
and precipitation.
Any cloud formation in
winter will be stratus rather than cumulus and the precipitation will be
drizzle (or granular snow) rather than rain (or snow).