4.5 Article

Instrumental Variables: An Econometrician's Perspective

Journal

STATISTICAL SCIENCE
Volume 29, Issue 3, Pages 323-358

Publisher

INST MATHEMATICAL STATISTICS
DOI: 10.1214/14-STS480

Keywords

Simultaneous equations models; randomized experiments; potential outcomes; noncompliance; selection models

Funding

  1. NSF [0820361, 0961707]
  2. Divn Of Social and Economic Sciences
  3. Direct For Social, Behav & Economic Scie [0961707, 0820361] Funding Source: National Science Foundation

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I review recent work in the statistics literature on instrumental variables methods from an econometrics perspective. I discuss some of the older, economic, applications including supply and demand models and relate them to the recent applications in settings of randomized experiments with noncompliance. I discuss the assumptions underlying instrumental variables methods and in what settings these may be plausible. By providing context to the current applications, a better understanding of the applicability of these methods may arise.

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