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I thoroughly enjoyed Kai Lai Chung's "Elementary Probability Theory With Stochastic Processes" when I was in college:

http://www.amazon.com/dp/0387903623/



I should have linked to the 4th and latest edition of the book:

http://www.amazon.com/dp/1441930620/




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