One purpose of fines and damage awards is to deter harmful behavior. When enforcement is imperfect, however, so the probability that any given violation will be punished is less than 100%, the law\u27s deterrent effect is usually thought to be reduced. Thus, it is often said that the ideal penalty (insofar as deterrence is concerned) equals the harm caused by the violation multiplied by one over the probability of punishment. For example, if a violation faces only a 25% (or one-in-four) chance of being punished, on this view the optimal penalty would be four times the harm caused by the violation. This prescription, which I will call the multiplier principle, has a long pedigree. It figures prominently in texts on law and economics, and h...