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Convergence of exceedance point processes of normal sequences with a seasonal component and its applications

Convergence of exceedance point processes of normal sequences with a seasonal component and its applications

In this paper, we prove that, under some mild conditions, a time-normalized point process of exceedances by a nonstationary and strongly dependent normal sequence with a seasonal component converges in distribution to the in plane Cox process. As an application of the convergence result, we deduce two important joint limit …