Before revision:  On the other hand, much less is known in the multivariate case, where the domain of the filter is  in \mathbb R^d instead of \mathbb R.
After revision:  On the other hand, much less is known in the multivariate case, when the codomain of the filter is in \mathbb R^d instead of \mathbb R.