DeLuna, Xavier; Johansson, Per-Olov - 2012
The identification of average causal effects of a treatment in observational studies is typically based either on the … unconfoundedness assumption (exogeneity of the treatment). In this paper, we define variables which we call quasi-instruments because … treatment is allowed to be confounded by unobservables, thereby resulting in a wider range of potential applications. We propose …