Let {ξs1,s2 : −∞ < s1,< ∞,−∞ < s2 < ∞}
be a Gaussian process with ξs1,s2 = 0 if s1 = 0 or s2 = 0, mean values E(ξs1,s2) = 0,
and covariances E(ξs1,s2ξs1′,s1′) = 1∕2min(s1,s1′)min(s2,s2′). This is the two
parameter Brownian process studied by J. D. Kuelbs, W. J. Park, P. T. Strait, and J.
Yeh. In this paper, upper and lower bounds for level crossing probabilities of this
process are derived.
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