My current understanding: (a) changing the probability measure of a diffusion process does not change the variance. (b) for a general stochastic process the variance may change. Please confirm whether this is correct. Secondly, for (a) why isn't it important that there may be covariance between the asset being diffused and the value of the numeraire? (or the ratio of numeraires)?