How to convince my parents to let me commute to college e

I’m a junior in college and every single year so far I’ve hated living on campus. Even though I have no reason to dislike it, I just feel so lonely and anxious when I’m at school. My parents want me to keep living at school, but this year my roommates party a lot and throw up in the bathroom which I can’t stand, and I just cry in my room. How can I convince my parents to let me move back home and commute the 30 mins to school?