• Title of article

    Uniform laws of large numbers and stochastic Lipschitz-continuity

  • Author/Authors

    de Jong، نويسنده , , Robert M.، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 1998
  • Pages
    26
  • From page
    243
  • To page
    268
  • Abstract
    This paper presents weak and strong uniform laws of large numbers for stochastically Lipschitz-continuous averages of functions of independent and dependent random variables. It extends results from the literature by making use of the cover number properties of stochastically Lipschitz-continuous averages on the one hand and convergence speeds of averages of bounded functions on the other hand. The resulting conditions for uniform laws of large number for stochastically Lipschitz-continuous averages of functions trade off heterogeneity and dependence against trending in the Lipschitz function of the function class involved.
  • Keywords
    Asymptotics , Consistency , Uniform law of large numbers , Law of large numbers
  • Journal title
    Journal of Econometrics
  • Serial Year
    1998
  • Journal title
    Journal of Econometrics
  • Record number

    1556830