The observed choice problem in estimating the cost of policies

A policy will be used more heavily when its marginal cost is lower. In a regression setting, this can mean that the equation to be estimated is actually yi=βix(βi). The analyst who treats times and places as identical will underestimate the policyʹs average cost. OLS is biased towards small coefficients, and instrumental variables should be used.