Continuity of Gaussian extreme distributions

Pub Date : 2024-09-13 DOI:10.1016/j.spl.2024.110274
Lijian Yang
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Abstract

Distribution continuity is established for extremes of Gaussian processes with bounded sample paths and positive variance or continuous sample paths over compact domain, and for multiparameter Brownian sheets. These results provide probabilistic support for global inference on unknown functions.

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高斯极值分布的连续性
对于具有有界样本路径和正方差的高斯过程的极值或紧凑域上的连续样本路径,以及多参数布朗片,建立了分布连续性。这些结果为未知函数的全局推断提供了概率支持。
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