Bayesian Basics

Howson, Colin and Peter Urbach. Scientific Reasoning: The Bayesian Approach. Chicago and La Salle: Open Court, 1993.
Horwich, Paul. Probability and Evidence. Cambridge: Cambridge University Press, 1982.
Glymour, Clark. Theory and Evidence. Princeton: Princeton University Press, 1980.
Edwards, A. W. F. Likelihood. Cambridge: Cambridge University Press, 1972.
Earman, John. Bayes or Bust? A Critical Examination of Bayesian Confirmation Theory. Cambridge: MIT Press, 1992.
Bovens, Luc and Stephen Hartmann. Bayesian Epistemology. Oxford: Clarendon Press, 2003.