Can my roommate and or landlord kick me out without any notice?

Question Details:

I've been living with my roommate since 3 months; not on the lease. We have no written agreement between us and her landlord knows that I'm living here. Can either of them kick me out without any notice? The roommate and I got into and argument earlier today and she told me to pack my stuff and leave.

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