巴拿赫值正交模型的偏差不等式

IF 1.1 2区数学 Q3 STATISTICS & PROBABILITY

Stochastic Processes and their Applications Pub Date : 2024-05-21 DOI:10.1016/j.spa.2024.104391

Davide Giraudo

引用次数: 0

摘要

我们展示了多指数马丁格尔的偏差不等式，然后将其应用于随机场的核回归和正马丁格尔差分随机场的大数定律率。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Deviation inequality for Banach-valued orthomartingales

We show a deviation inequality inequalities for multi-indexed martingale We then provide applications to kernel regression for random fields and rates in the law of large numbers for orthomartingale difference random fields.

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来源期刊

Stochastic Processes and their Applications 数学-统计学与概率论

CiteScore

2.90

自引率

7.10%

发文量

180

审稿时长

23.6 weeks

期刊介绍： Stochastic Processes and their Applications publishes papers on the theory and applications of stochastic processes. It is concerned with concepts and techniques, and is oriented towards a broad spectrum of mathematical, scientific and engineering interests. Characterization, structural properties, inference and control of stochastic processes are covered. The journal is exacting and scholarly in its standards. Every effort is made to promote innovation, vitality, and communication between disciplines. All papers are refereed.