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Elementary Probability Theory - Hausner, Melvin

Included are finite probability spaces, com­ binatorics, set theory, independence and conditional probability, random variables, Chebyshev's theorem, the law of large numbers, the binomial distribution, the normal distribution and the normal approxi­ mation to the binomial distribution.

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