A concise review of measure theory, convergence theorems, and generating functions—essential for readers who need a refresher.
James R. Norris's Markov Chains is a foundational text in probability theory, widely celebrated for its rigorous yet accessible "probabilistic viewpoint" on how systems move through random states. The Core Story of the Book markov chains jr norris pdf