Title of article
Small deviation probability via chaining
Author/Authors
Aurzada، نويسنده , , Frank and Lifshits، نويسنده , , Mikhail، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2008
Pages
25
From page
2344
To page
2368
Abstract
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.
Keywords
Stable processes , Small deviation , Lower tail probability , chaining , Metric entropy , Gaussian processes
Journal title
Stochastic Processes and their Applications
Serial Year
2008
Journal title
Stochastic Processes and their Applications
Record number
1578047
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