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 |
|
|