Module 6:Random walks and related areas
  Lecture 26:Properties of Brownian Motion
 

 

c. . If the mean is zero, and the variance is , it would imply that . Thus the distribution looks as shown below, Figure 6.5.

Figure 6.5: A hypothetical example of stationary process with respect to mean but not with respect to variance