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Probability and Random Processes for Electrical and Computer Engineers by John A. Gubner (Hardcover, 2006)

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The text begins at the advanced undergraduate level, assuming only a modest knowledge of probability, and progresses through more complex topics mastered at graduate level. The first five chapters cover the basics of probability and both discrete and continuous random variables.