Comment by te_platt

If you are interested in a deeper dive into the topics covered in this paper I would suggest "Probability Theory: The Logic of Science" by E. T. Jaynes

available athttp://www-biba.inrialpes.fr/Jaynes/cpreambl.pdf

It is probably (ha!) the most enlightening math book I have ever read.