Definitely not. '3 Billboards in Missouri' is purely a work of fiction. The story was crafted to entertain and engage the audience rather than being based on actual happenings.
No, it's not a true story. It's a fictional drama written for the screen.
It's not based on real events. The plot and characters were created by the filmmakers' imagination to tell a compelling fictional tale.