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Tail probability of random variable and Laplace transform
Authors:Kenji Nakagawa
Institution:Kenji Nakagawa *
Abstract:We investigate the exponential decay of the tail probability P(X?>?x) of a continuous type random variable X. Let ?(s) be the Laplace–Stieltjes transform of the probability distribution function F(x)?=?P(X?≤?x) of X, and σ0 be the abscissa of convergence of ?(s). We will prove that if ?∞?0?s) on the axis of convergence are only a finite number of poles, then the tail probability decays exponentially. For the proof of our theorem, Ikehara's Tauberian theorem will be extended and applied.
Keywords:Tail probability of random variable  Exponential decay  Laplace transform  Tauberian theorem  Mathematics Subject Classifications (2000): Primary 44A10  60A99
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