This paper develops a control-function methodology accounting for endogenous or mismeasured regressors in hazard models. I provide sufficient identifying assumptions and regularity conditions for the estimator to be consistent and asymptotically normal. Applying my estimator to the subprime...

Compiling new liability-level data from the balance sheets of personal bankruptcy filers, we document that a sizable share of reported liabilities are "shadow debt," debt not reported to credit bureaus that often arises from the non-payment of goods and services. We use this new data to evaluate...