Moment conditions for a sequence with negative drift to be uniformly bounded in Lr
Suppose a sequence of random variables {Xn} has negative drift when above a certain threshold and has increments bounded in Lp. When p>2 this implies that EXn is bounded above by a constant independent of n and the particular 0sequence {Xn}. When p[less-than-or-equals, slant]2 there are counterexamples showing this does not hold. In general, increments bounded in Lp lead to a uniform Lr bound on Xn+ for any r<p-1, but not for r[greater-or-equal, slanted]p-1. These results are motivated by questions about stability of queueing networks.
Year of publication: |
1999
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Authors: | Pemantle, Robin ; Rosenthal, Jeffrey S. |
Published in: |
Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 82.1999, 1, p. 143-155
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Publisher: |
Elsevier |
Keywords: | Lp pth moments Supermartingale Martingale Linear boundary Lyapunov function Stochastic adversary Queueing networks |
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