Title of article :
Moment conditions for a sequence with negative drift to be uniformly bounded in Lr
Author/Authors :
Pemantle، نويسنده , , Robin and Rosenthal، نويسنده , , Jeffrey S.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 1999
Abstract :
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⩽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⩾p−1. These results are motivated by questions about stability of queueing networks.
Keywords :
pth moments , LP , Supermartingale , Martingale , Linear boundary , lyapunov function , Stochastic adversary , queueing networks
Journal title :
Stochastic Processes and their Applications
Journal title :
Stochastic Processes and their Applications