The other day we had a few inches of snow and I walked across town in a SWK, overcoat, hat and scarf. Of course I was fine. It didn't even occur to me that I could have been cold until I saw myself in a mirror at my destination. My black overcoat and hat were pretty much white with snow.

As long as you know what areas to keep warm, you're fine.