One of the most important things I have found is having decent quality waterproof boots with thermal socks. I don't know about other people but if my feet are cold the rest of me is cold, and the feet are the easiest area to get cold. While I agree with the "more layers the better theory" some times this is not practical as the more layers you have on the more restricted your movements become which can be a hindrance when stalking.