On the typical level crossing time and path
Let Y1, Y2, ... be a stochastic process and M a positive real number. Define the level crossing time TM = inf{n|Yn > M} (TM) = + [infinity] if Yn <= M for N = 1, 2, ...). We study the process with the condition that the high level M is crossed. Using the techniques of large deviations theory we describe roughly when and how the level crossing typically occurs. The main hypotheses required are stated in terms of the generating functions associated with the process (Yn).
Year of publication: |
1995
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Authors: | Nyrhinen, Harri |
Published in: |
Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 58.1995, 1, p. 121-137
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Publisher: |
Elsevier |
Keywords: | Level crossing Large deviations theory Law of large numbers |
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