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On the maximum likelihood estimate for the drift of brownian motion following a symmetric sequential probability ratio test
Authors:Aiyi Liu
Affiliation:Department of Statistics , University of Rochester , Rochester, NY
Abstract:Bias and variance are evaluated explicitly for the maximum likelihood estimate (MLE) of the drift of a Brownian motion following a symmetric sequential probability ratio test (SPRT). The MLE is shown to be asymptotically efficient when the boundary of the SPRT tends to infinity.
Keywords:Asymptotic efficiency
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