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Contribution of the Extreme Term in the Sum of Samples wi...
Van Minh Nguyen · 2018-01-30 · via cs.IT updates on arXiv.org

For a sequence of random variables $(X_1, X_2, \ldots, X_n)$, $n \geq 1$, that are independent and identically distributed with a regularly varying tail with index $-α$, $α\geq 0$, we show that the contribution of the maximum term $M_n \triangleq \max(X_1,\ldots,X_n)$ in the sum $S_n \triangleq X_1 + \cdots +X_n$, as $n \to \infty$, decreases monotonically with $α$ in stochastic ordering sense.