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On the limit law of a random walk conditioned to reach a high level
Authors:Sergey G Foss  Anatolii A Puhalskii
Institution:
  • a Heriot-Watt University, Edinburgh, UK
  • b Institute of Mathematics, Novosibirsk, Russia
  • c University of Colorado Denver, Denver, USA
  • d Institute for Problems in Information Transmission, Moscow, Russia
  • Abstract:We consider a random walk with a negative drift and with a jump distribution which under Cramér’s change of measure belongs to the domain of attraction of a spectrally positive stable law. If conditioned to reach a high level and suitably scaled, this random walk converges in law to a nondecreasing Markov process which can be interpreted as a spectrally positive Lévy process conditioned not to overshoot level 1.
    Keywords:Random walk with negative drift  Tail asymptotics for the supremum  Borderline case  Convergence of conditional laws  Spectrally positive Lé  vy process conditioned not to overshoot
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