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
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
Journal title :
Stochastic Processes and their Applications