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A uniform CLT for uniformly bounded families of martingale differences
Authors:Shlomo Levental
Institution:(1) Department of Statistics & Probability, Michigan State University, 48824 East Lansing, Michigan
Abstract:This paper develops a method to get empirical central limit theorems for martingale differences that are uniformly bounded. The main idea is to generalize to martingales some ideas of E. Gine and J. Zinn Ann. Prob. 12, 929–989 (1984)]. We consider two examples: An extension of a theorem of R. Dudley from i.i.d. to a certain type of Markov chain, and a uniform CLT for the ldquobaker's transformationrdquo.
Keywords:Martingales  empirical central limit theorems  Markov chains  baker's transformation  continuous Gaussian processes
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