Introducing the threat of violence isn't smoothly adjusting a variable in a formula. It's introducing a gating factor that's going to keep not-desperate people from dealing with you.
I apologize that my example isn't perfect, and you're absolutely right, there is selection bias, unless there is little recourse for other products.