Markov Processes, Brownian Motion, and Time Symmetry (Grundlehren Der Mathematischen Wissenschaften) (2ND)

From the reviews of the First Edition:

"This excellent book is based on several sets of lecture notes written over a decade and has its origin in a one-semester course given by the author at the ETH, Zürich, in the spring of 1970.