INTRODUCTION Part IV of this text focused on estimation and inference under regular assignment mechanisms, that is, ones that are individualistic with probabilistic assignment, as well as unconfounded. In Part V we study methods that confront the unconfoundedness assumption. In Chapter 21 we disc…