Introduction to Stochastic Processes, Hardback/Gregory F. (University of Chicago, Illinois, USA) Lawler

Emphasizing fundamental mathematical ideas rather than proofs, this book provides access to important foundations of probability theory applicable to problems in many fields. It also discusses Markov chains, optimal stopping, martingales, and Brownian motion.