The Class of Distributions Associated with the Generalized Pollaczek-Khinchine Formula

The goal is to identify the class of distributions to which the distribution of the maximum of a L\'evy process with no negative jumps and negative mean (equivalently, the stationary distribution of the reflected process) belongs. An explicit new distributional identity is obtained for the case where the L\'evy process is an independent sum of a Brownian motion and a general subordinator (nondecreasing L\'evy process) in terms of a geometrically distributed sum of independent random variables. This generalizes both the distributional form of the standard Pollaczeck-Khinchine formula for stationary workload distribution in the M/G/1 queue and the exponential stationary distribution of a reflected Brownian motion.

[1]  D. Applebaum Lévy Processes and Stochastic Calculus: Preface , 2009 .

[2]  E. Mordecki The distribution of the maximum of a Lévy process with positive jumps of phase-type ∗ , 2022 .

[3]  佐藤 健一 Lévy processes and infinitely divisible distributions , 2013 .

[4]  R. Wolpert Lévy Processes , 2000 .

[5]  P. Protter Stochastic integration and differential equations , 1990 .

[6]  N. H. Bingham,et al.  Fluctuation theory in continuous time , 1975, Advances in Applied Probability.

[7]  Robert C. Dalang,et al.  The law of the supremum of a stable Lévy process with no negative jumps , 2007, 0706.1503.

[8]  Onno Boxma,et al.  Useful Martingales for Stochastic Storage Processes with Lévy-Type Input , 2013, Journal of Applied Probability.

[9]  W. Whitt,et al.  Useful martingales for stochastic storage processes with Lévy input , 1992, Journal of Applied Probability.

[10]  Loïc Chaumont,et al.  On the law of the supremum of Lévy processes , 2013 .

[11]  W. A. Woyczyński,et al.  Distributions of suprema of Lévy processes via the Heavy Traffic Invariance Principle , 2003 .

[12]  N ov 2 01 0 On the law of the supremum of Lévy processes November 19 , 2010 , 2010 .

[13]  M. Czystolowski,et al.  Queueing approximation of suprema of spectrally positive Lévy process , 2010, Queueing Syst. Theory Appl..

[14]  J. Michael Harrison The supremum distribution of a Lévy process with no negative jumps , 1977, Advances in Applied Probability.

[15]  A. Kyprianou Introductory Lectures on Fluctuations of Lévy Processes with Applications , 2006 .

[16]  Jacek Malecki,et al.  Suprema of Lévy processes , 2011, 1103.0935.