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Some asymptotic results related to the law of iterated logarithm for Brownian motion
Authors:Terence Chan
Institution:(1) Department of Actuarial Mathematics and Statistics, Heriot-Watt University, EH14 4AS Edinburgh, UK
Abstract:For 0<gamma<1, let 
$$U_\gamma  (t) = t^{ - 1} \int_0^t {1_{\{ B_3  > \sqrt {\gamma s\log  \log  s} \} } } ds$$
. The questions addressed in this paper are motivated by a result due to Strassen: almost surely, lim sup trarrinfin U gamma((t))=1–exp{–4(gamma–1)–1}. We show that Strassen's result is closely related to a large deviations principle for the family of random variablesU gamma (t), t>0. Also, when gamma=1,U gamma (t)rarr0 almost surely and we obtain some bounds on the rate of convergence. Finally, we prove an analogous limit theorem for discounted averages of the form 
$$\lambda \smallint _0^\infty  D(\lambda s) 1_{(B_3 \sqrt {2\gamma s \log  \log  s} )} ds$$
as lambdadarr0, whereD is a suitable discount function. These results also hold for symmetric random walks.
Keywords:Law of iterated logarithm
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