CSCI 3560 - Probability and Computing

Summer 2010 Registration C SC 3560
Events and probability. Discrete random variables and expectation. Moments and deviations. Chernoff bounds. The probabilistic method. Markov chains and random walks. Continuous distributions and the Poisson process. Entropy, randomness and information. The Monte Carlo method. Martingales. Pairwise independence and universal hash functions. Statistical inference. Bayesian methods. Prereq: MATH 2411.Semester Hours: 3to 3
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