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Probability with Martingales by David Williams (Paperback, 1991)

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A branching-process example; Part I. Foundations: 2. Events; 4. Random variables; 5. Independence; 6. Integration; 7. Expectation; 8. Martingale Theory: 9. Conditional expectation; 10.