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Probability and Computing
monograph
Author(s):
Michael Mitzenmacher
,
Eli Upfal
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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Electronic Workshops in Computing (eWiC)
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Book
ISBN:
9780511813603
Publication date (Print):
2005
Publication date (Online):
2009
DOI:
10.1017/CBO9780511813603
SO-VID:
d1eb7ab0-96ee-4f57-824f-bef485892298
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Book chapters
pp. xiii
Preface
pp. 1
Events and Probability
pp. 20
Discrete Random Variables and Expectation
pp. 44
Moments and Deviations
pp. 61
Chernoff Bounds
pp. 90
Balls, Bins, and Random Graphs
pp. 126
The Probabilistic Method
pp. 153
Markov Chains and Random Walks
pp. 188
Continuous Distributions and the Poisson Process
pp. 225
Entropy, Randomness, and Information
pp. 252
The Monte Carlo Method
pp. 271
Coupling of Markov Chains
pp. 295
Martingales
pp. 314
Pairwise Independence and Universal Hash Functions
pp. 336
Balanced Allocations
pp. 349
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