Probability: Theory and Examples (5th Edition)
by Rick Durrett · Cambridge University Press / Duke University
The standard graduate text for measure-theoretic probability, posted free as a PDF by the author at Duke. Rebuilds probability on measure spaces, then develops laws of large numbers, central limit theorems, martingales, Markov chains, ergodic theory and Brownian motion with worked examples.
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