Because it’s an expensive propaganda tool. Insanely expensive against cheap and plentiful Scud missiles.

Plus, there’s not much incentive to stop 100% of the missiles because that would make it harder to justify military aid. Though in this case it could easily be that the system just isn’t as effective as it likes to tell the people it’s encouraging to move into Palestinian homes.