Much of this depends on what you define as "Winter". Hereabouts that means temps between the teens and -30F, not counting windchill.

My favorite winter hat is a thick homemade wool hat. Has to be custom made because of my Charlie Brown sized head, the "one size fits all" types do not fit all!

If it gets much colder due to wind chill then the hood of the parker goes over the hat.