You can run self-hosted analytics without any client side JS. So no. You can't even block those (except if you disallowed any session cookies, but then the site might not work at all if it's login-based).

Theoretically you could use the same way to feed third-party analytics too though.

Even without cookies and without JS you can still get some data for analytics.