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MR1789987 60F10 (60K30)
Mikosch, Thomas; Samorodnitsky, Gennady The supremum of a negative drift random walk with dependent heavy-tailed steps. Ann. Appl. Probab. 10 (2000), no. 3, 1025–1064.
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