How can a parent legally kick out an adult child in Pennsylvania?

They can do that because seeing that you are now an adult, it is no longer their job to take care of you and now by the law you should be paying rent to stay in the house, and now your parent is considered a land lord and does have the right to kick you out. (Sorry for your bad luck.)