I cycle in virtually all weather except icy road conditions and the exercise keeps me tolerably warm.
I'm going completely off topic, but I can heartily recommend bicycle winter tyres, such as these Contis:
(The bike ones, obviously!)
They are even better than car winter tyres and their grip on ice, even ice under water, is startlingly good. Their price, however, is eye-watering.