Simple statistics: climatology
Given a long record of past weather on every day of the year, forecast most frequently observed weather for day of interest.
Estimate the speed at which features – fronts, pressure centres, etc – are moving. Allows estimation of time of arrival.
Requires measurements over a wide area.
Applied over a period of a few hours this method is called NowCasting. Very effective use of rainfall radar imagery.