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
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
Journal title :
Journal of Econometrics