کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1156267 958815 2008 25 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Small deviation probability via chaining
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات (عمومی)
پیش نمایش صفحه اول مقاله
Small deviation probability via chaining
چکیده انگلیسی

We obtain several extensions of Talagrand’s lower bound for the small deviation probability using metric entropy. For Gaussian processes, our investigations are focused on processes with sub-polynomial and, respectively, exponential behaviour of covering numbers. The corresponding results are also proved for non-Gaussian symmetric stable processes, both for the cases of critically small and critically large entropy. The results extensively use the classical chaining technique; at the same time they are meant to explore the limits of this method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Stochastic Processes and their Applications - Volume 118, Issue 12, December 2008, Pages 2344–2368
نویسندگان
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