How to identify an Ornstein-Uhlenbeck Process? Aquestion concerning the notes on SPDE's from Walsh.

176 Views Asked by At

In page 7 from the notes "An introduction to SPDE's" from Walsh, one reads:

enter image description here

If we compute the covariance of $V_s$ we obtain (for $s\leq t$)

$$ Cov (V_s, V_t) = Cov(U_{s,a +bs}, U_{t,a +bt}) = e^{-|s - t|} e^{-|b||s-t|} = e^{-(1+|b|)|s-t|} \tag{*}$$

Compare with wikipedia's value for the covariance of Ornstein-Uhlenbeck processes covariance function for Brownian motion

Also checking Covariance of Ornstein - Uhlenbeck Process and Covariance of Ornstein-Uhlenbeck process, the values expressed there do not seem to match my calculations.

Are the computation in $(*)$ correct? This characterizes the process as an Ornstein-Uhlenbeck process? Why do we see these different expressions for the covariances?