Abstract
We study separable mean zero Gaussian processes $X(t)$ with correlation $\rho (t, s)$ for which $1 - \rho (t, s)$ is asymptotic to a regularly varying (at zero) function of $|t - s|$ with exponent $0 < \alpha \leqq 2$. For such processes, we obtain the asymptotic distribution of the maximum of $X(t)$. This result is used to obtain a result for $X(t)$ as $t \rightarrow \infty$ similar to the so-called law of the iterated logarithm.
Citation
Clifford Qualls. Hisao Watanabe. "Asymptotic Properties of Gaussian Processes." Ann. Math. Statist. 43 (2) 580 - 596, April, 1972. https://doi.org/10.1214/aoms/1177692638
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