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In this paper, we develop uniform bounds for the sequence of distribution functions of g(Vn+μn), where g is some smooth function, {Vn,n≥1} is a sequence of identically distributed random variables with common distribution having a bounded derivative and {μn} are constants such that μn→∞. These bounds allow us to identify a suitable sequence of random variables which is asymptotically of the same type...