This conversation comes up every few months, and has ever since I've been blogging these several years. There's a whole spectrum of opinions, and only two points everyone seems to agree on. 1) There's no true anonymity. 2) If you're absolutely risk averse you won't blog at all, or your blog will be very boring.
Here's the latest thread started by Skeptical Scalpel guest blogging at Kevin MD.