A change-point problem for $m$-dependent multivariate random field

التفاصيل البيبلوغرافية
العنوان: A change-point problem for $m$-dependent multivariate random field
المؤلفون: Makogin, Vitalii, Nguyen, Duc
سنة النشر: 2024
المجموعة: Mathematics
Statistics
مصطلحات موضوعية: Mathematics - Statistics Theory, Mathematics - Probability
الوصف: In this paper, we consider a change-point problem for a centered, stationary and $m$-dependent multivariate random field. Under the distribution free assumption, a change-point test using CUSUM statistic is proposed to detect anomalies within a multidimensional random field, controlling the false positive rate as well as the Family-Wise Error in the multiple hypotheses testing context.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2406.19282
رقم الأكسشن: edsarx.2406.19282
قاعدة البيانات: arXiv