pith. sign in

arxiv: 0706.2720 · v2 · submitted 2007-06-19 · 🧮 math.PR

Small Deviation Probability via Chaining

classification 🧮 math.PR
keywords processessmallchainingcriticallydeviationentropyprobabilityresults
0
0 comments X
read the original 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.

This paper has not been read by Pith yet.

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.