TY - BOOK AU - Mitzenmacher Michael AU - Upfal, Eli TI - Probability and Computing: Randomized Algorithms and Probabilistic Analysis SN - 9781107154889 U1 - 518.1 PY - 2017/// CY - USA PB - Cambridge University Press N1 - Part – 1: Events and probability Part – 2: Discrete random variables and expectations Part – 3: Moments and deviations Part – 4: Chernoff and Hoeffding bounds Part – 5: Balls, bins, and random graphs Part – 6: The probabilistic method Part – 7: Markov chains and random walks Part – 8: Continuous distributions and the Polsson process Part – 9: The normal distribution Part – 10: Entropy, randomness, and information Part – 11: The Monte Carlo method Part – 12: Coupling of Markov chains Part – 13: Martingales Part – 14: Sample complexity, VC dimension, and Rademacher complexity Part – 15: Pairwise independence and universal hash functions Part – 16: Power laws and related distributions Part – 17: Balanced allocations and cuckoo hashing ER -