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Functional limit theorems for renewal shot noise processes with increasing response functions
Authors:Alexander Iksanov
Affiliation:Faculty of Cybernetics, Taras Shevchenko National University of Kyiv, 01033 Kyiv, Ukraine
Abstract:We consider renewal shot noise processes with response functions which are eventually nondecreasing and regularly varying at infinity. We prove weak convergence of renewal shot noise processes, properly normalized and centered, in the space D[0,∞)D[0,) under the J1J1 or M1M1 topology. The limiting processes are either spectrally nonpositive stable Lévy processes, including the Brownian motion, or inverse stable subordinators (when the response function is slowly varying), or fractionally integrated stable processes or fractionally integrated inverse stable subordinators (when the index of regular variation is positive). The proof exploits fine properties of renewal processes, distributional properties of stable Lévy processes and the continuous mapping theorem.
Keywords:Continuous mapping theorem, fractionally integrated (inverse) stable process   Functional limit theorem   M1  si4.gif"   overflow="  scroll"  >M1 topology   Renewal shot noise process   Spectrally negative stable process
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