This paper proves some identical equations concerning regular conditional probability and regular conditional expectation. The results are applied to Brownian motion not necessarily starting at a fixed point. It is demonstrated that, under the regular conditional probability about initial value, a Brownian motion with a random initial value instead of a fixed one is still a Brownian motion for almost all of the initial values.
