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
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