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Limit theorems for path-functionals of regenerative processes
Authors:Douglas R Miller
Institution:Department of Statistics, University of Missouri, Columbia, Mo. 65201, USA
Abstract:Regenerative processes were defined and investigated by Smith 12]. These processes have limiting distributions under very mild regularity conditions. In certain applications, such as shot-noise processes and some queueing problems, it is of interest to consider path-functionals of regenerative processes. We seek to extend the nice asymptotic properties of regenerative processes to path-functionals of regenerative processes. We show that these more general processes converge to a “steady-state” process in a certain weak sense. This is applied to show convergence of shot-noise processes. We also present a Blackwell theorem for path-functionals of regenerative processes.
Keywords:Primary 60K05  Secondary 60K10  60G10
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