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Random Walks Crossing High Level Curved Boundaries
Authors:Harry Kesten  R A Maller
Abstract:Let {S n} be a random walk, generated by i.i.d. increments X i which drifts weakly to infin in the sense that 
$$S_n \xrightarrow{P}\infty$$
as nrarr infin. Suppose kge0, kne1, and E|X 1|1\k = infin if k>1. Then we show that the probability that S. crosses the curve nmapan K before it crosses the curve n mapan k tends to 1 as a rarr infin. This intuitively plausible result is not true for k = 1, however, and for 1/2 <k<1, the converse results are not true in general, either. More general boundaries g(n) than g(n) = n k are also considered, and we also prove similar results for first passages out of regions like { (n, y): nge1, |y| le (a + n) k } as ararr infin.
Keywords:Random walks  first passage times  boundary crossing probabilities  sequential analysis
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