Sequential Tests for the Drift of a Wiener Process with a Smooth Prior, and the Heat Equation

Abstract

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."