On the behavior of the product of independent random variables |
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Authors: | Su?Chun Email author" target="_blank">Chen?Yu?Email author |
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Institution: | Department of Statistics and Finance, University of Science and Technology of China, Hefei 230026, China |
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Abstract: | For two independent non-negative random variables X and Y, we treat X as the initial variable of major importance and Y as a modifier (such as the interest rate of a portfolio). Stability in the tail behaviors of the product compared with that
of the original variable X is of practical interests. In this paper, we study the tail behaviors of the product XY when the distribution of X belongs to the classes L and S, respectively. Under appropriate conditions, we show that the distribution of the product XY is in the same class as X when X belongs to class L or S, in other words, classes L and S are stable under some mild conditions on the distribution of Y. We also show that if the distribution of X is in class L(γ) (γ>0) and continuous, then the product XY is in L if and only if Y is unbounded. |
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Keywords: | independent product stability tails of a distribution heavy-tailed |
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