Article ID Journal Published Year Pages File Type
10526616 Statistics & Probability Letters 2005 9 Pages PDF
Abstract
Consider a family of local martingales depending on a parameter θ running through some compact in Rd. We show that if their quadratic variations are Hölder in θ, then the family satisfies a uniform law of large numbers. We apply it to deduce the almost sure consistency of maximum likelihood estimators for drift parameters of a multidimensional Harris recurrent diffusion, thereby extending a recent result of J.H. van Zanten for one-dimensional ergodic diffusions.
Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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