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A numerical method for determining the cumulative probability distribution of a nonnegative random variable is based on the steepest descent approximation of the inverse Laplace transform of its moment-generating function. Good numerical agreement with the cumulative exponential and Poisson distributions is demonstrated.
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Lihui Wang (1972) studied this question.
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