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Some deviation inequalities for sums of negatively associated random variables

Published 5 May 2020 in math.PR | (2005.01949v2)

Abstract: Let ${X_i,i\geq1}$ be a sequence of negatively associated random variables, and let ${X_i\ast,i\geq 1}$ be a sequence of independent random variables such that $X_i\ast$ and $X_i$ have the same distribution for each $i$. Denote by $S_k=\sum_{i=1}{k}X_i$ and $S_k\ast=\sum_{i=1}{k}X_i\ast$ for $k\geq 1$. The well-known results of Shao \cite{Shao2000} sates that $\mathbb{E}f(S_n)\leq \mathbb{E}f(S_n\ast)$ for any nondecreasing convex function. Using this very strong property, we obtain a large variety of deviation inequalities for $S_n$

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