 Here are some introductory textbooks on Bayesian epistemology (and related topics) that include presentations of elementary probability theory: Skyrms (1966 [2000]), Hacking (2001), Howson &amp; Urbach (2006), Huber (2018), Weisberg (2019  [Other Internet Resources]),  and Titelbaum (forthcoming).