Log analysis for blogs?

I’ve been relying on Webalizer, as provided by my webhost, to give me a view into the traffic to this blog. I’d really like a more flexible but equally inexpensive tool that would give me finer grained views on things.

I’d like to be able to easily answer which referrers are pointing to which pages, and when.

Any tips?