Approximating probabilities of first passage in a particular gaussian process |
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Authors: | Joseph Glaz Joseph Naus |
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Affiliation: | 1. Department of Statistics , University of Connecticut , Storrs, CT, 06268;2. Department of Statistics , Rutgers-The State University of New Jersey , New Brunswick, NJ, 08903 |
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Abstract: | Shepp (1971) derives the distribution of waiting times of first passage for a particular Gaussian process. However, Shepp notes that for moderate to large waiting tines the expressions for the probability cannot be evaluated either numerically or by asymptotic estimation. Me present a useful approximation for the distribution and expected waiting time for the conditional and unconditional versions of this first passage problem. The probabilities play a role in bounds by Adler (1984) for the probability distribution of the supremum of a particular two-parameter Gaussian field, a detection problem (Lai, 197 3) and the study of signal shape problems in radars (Zakai Ziv, 1969). |
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Keywords: | First Passage Gaussian Process waiting time supremum |
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