Back to Search Start Over

Exact maximum likelihood estimator for drift fractional Brownian motion at discrete observation

Authors :
Hu Yaozhong
Nualart David
Zhang Wei-guo
Xiao Weilin
Source :
Acta Mathematica Scientia. 31:1851-1859
Publication Year :
2011
Publisher :
Elsevier BV, 2011.

Abstract

This paper deals with the problems of consistency and strong consistency of the maximum likelihood estimators of the mean and variance of the drift fractional Brownian motions observed at discrete time instants. Both the central limit theorem and the Berry-Esseen bounds for these estimators are obtained by using the Stein's method via Malliavin calculus.

Details

ISSN :
02529602
Volume :
31
Database :
OpenAIRE
Journal :
Acta Mathematica Scientia
Accession number :
edsair.doi...........b280e08ef6768d538813eca74c01fab1