Suppose that $Y$ is a d-dimentional brownian motion under a setting $(\Omega, \mathbb{F}, P)$ adapted to a filtration ${F_t}$. Then is the covariance matrix of $Y$ always diagonal?
In other words is it possible to define a brownian motion that its components have covariance non zero i.e not independent?
Thanks