• 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