You don't have a leg to stand on.
Not in terms of kicking her out. She owns the place. The best you can hope for is a lawsuit. Even that's pushing it.
You should probably buy a house if you plan on hosting parties. Loud tenants fucking suck ass for the landlords whether they live there or not. They're almost as bad as tenants who destroy the place or don't pay their rent on time.
<----- is a landlord