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Relative stability and the strong law of large numbers
Authors:R. A. Maller
Affiliation:(1) Division of Mathematics & Statistics, Australian National University and C.S.I.R.O., South Melbourne, Vic, Australia
Abstract:Summary LetX1,X2,..., be i.i.d. random variables andSn=X1+X2+ctdot. +Xn. In this paper we simplify Rogozin's condition forSn/Bn
$$xrightarrow{p}$$
±1for someBnrarr+infin, which generalises Hinccaronin's condition for relative stability ofSn. We also consider convergence of subsequences ofSn/Bn. As an application of our methods, we extend a result of Chow and Robbins to show thatSn/Bnrarr±1 a.s. for someBnrarr + infin if and only if 0<¦EX¦lEE¦X¦<+ infin.
Keywords:
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