Tradition. Until industrial chemists got round to producing synthetic pigments in the late 1800s, red was cheap, based on rust, but fades rapidly, a decent blue required lapis lazuli, imported from Afghanistan and hence expensive, leaving green, presumably based on a copper compound.
