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About the asymptotic behaviour of continuous vector-valued local martingales and application in multiple linear regression models
Authors:A.R. Darwich
Affiliation:Département de Mathématiques , Université d'Angers , 2 Boulevard Lavoisier, Angers cedex 01, 49045, France
Abstract:

We study the asymptotic behaviour of the process d M ¢ m 1 M , where M is an R n -continuous vector local martingale and d M ¢ m 1 is the inverse of its predictable quadratic variation (a matrix-valued process). We also give an application (strong consistency and rate of convergence) to multiple linear regression.
Keywords:Local Martingale  Quadratic Variation Processes  Linear Regression  Law Of Large Numbers
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