I think it should be pointed out that bayesian's believe bayes theorem as a statement about plausibility of statements, so intuitions about an event space (which are obvious statements about sets) don't carry over to the general case.
The best reference is Jaynes's Probability Theory: The Logic of Science. The first three chapters are online for free and explain the development of probability theory as a logic for plausible reasoning [1]. If you want to get a quick taste, I wrote a short blog post that introduces the theory while working through an interesting coin-toss problem [2].
rndn|11 years ago
tmoertel|11 years ago
[1] http://bayes.wustl.edu/etj/prob/book.pdf
[2] http://blog.moertel.com/posts/2010-12-20-more-on-the-evidenc...
pdkl95|11 years ago
This a very good 4 part series on the subject, with a focus (esp. in part 3) on how this affects scientific statements.