Methods are described which permit one to work with continuous-time optimal stopping problems, using the heat equation, even when the prior placed on the drift parameter of a Wiener process is not normal. The details of the method are worked out for Chernoff's problem of testing the sign of the drift parameter when the prior is "smooth."
@article{1176347142,
author = {Simons, Gordon and Yao, Yi-Ching and Wu, Xizhi},
title = {Sequential Tests for the Drift of a Wiener Process with a Smooth Prior, and the Heat Equation},
journal = {Ann. Statist.},
volume = {17},
number = {1},
year = {1989},
pages = { 783-792},
language = {en},
url = {http://dml.mathdoc.fr/item/1176347142}
}
Simons, Gordon; Yao, Yi-Ching; Wu, Xizhi. Sequential Tests for the Drift of a Wiener Process with a Smooth Prior, and the Heat Equation. Ann. Statist., Tome 17 (1989) no. 1, pp. 783-792. http://gdmltest.u-ga.fr/item/1176347142/