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Law of the iterated logarithm for the range of random walks in two and three dimensions

Law of the iterated logarithm for the range of random walks in two and three dimensions

Let S n be a random walk in Z d and let R n be the range of S n .We prove an almost sure invariance principle for R n when d = 3 and a law of the iterated logarithm for R n when d = 2.