AbstractInstrumental variable (IV) methods are widely used to identify causal effects in models with endogenous explanatory variables. Often the instrument exclusion restriction that underlies the validity of the usual IV inference is suspect; that is, instruments are only plausibly exogenous. We present practical methods for performing inference while relaxing the exclusion restriction. We illustrate the approaches with empirical examples that examine the effect of 401(k) participation on asset accumulation, price elasticity of demand for margarine, and returns to schooling. We find that inference is informative even with a substantial relaxation of the exclusion restriction in two of the three cases. © 2011 The President and Fellows of Harvard College and the Massachusetts Institute of Technology.
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Bibliographic InfoArticle provided by MIT Press in its journal Review of Economics and Statistics.
Volume (Year): 94 (2012)
Issue (Month): 1 (February)
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- Xu Cheng & Zhipeng Liao, 2012. "Select the Valid and Relevant Moments: A One-Step Procedure for GMM with Many Moments," PIER Working Paper Archive 12-045, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Jan F. Kiviet, 2012.
"Identification and Inference in a Simultaneous Equation under Alternative Information Sets and Sampling Schemes,"
Tinbergen Institute Discussion Papers
12-128/III, Tinbergen Institute.
- Jan F. Kiviet, 2013. "Identification and inference in a simultaneous equation under alternative information sets and sampling schemes," Econometrics Journal, Royal Economic Society, vol. 16(1), pages S24-S59, 02.
- Jan F. KIVIET, 2012. "Identification and Inference in a Simultaneous Equation Under Alternative Information Sets and Sampling Schemes," Economic Growth centre Working Paper Series 1207, Nanyang Technolgical University, School of Humanities and Social Sciences, Economic Growth centre.
- Lennart Hoogerheide & Joern H. Block & Roy Thurik, 2010.
"Family Background Variables as Instruments for Education in Income Regressions: A Bayesian Analysis,"
Tinbergen Institute Discussion Papers
10-075/3, Tinbergen Institute.
- Hoogerheide, Lennart & Block, Joern H. & Thurik, Roy, 2012. "Family background variables as instruments for education in income regressions: A Bayesian analysis," Economics of Education Review, Elsevier, vol. 31(5), pages 515-523.
- Wantchekon, Leonard & Garcia-Ponce, Omar, 2013. "Critical Junctures: Independence Movements and Democracy in Africa," CAGE Online Working Paper Series 172, Competitive Advantage in the Global Economy (CAGE).
- Asha Abdel Rahim & Dany Jaimovich & Aleksi Ylönen, 2013. "Forced displacement and behavioral change: An empirical study of returnee households in the Nuba Mountains," HiCN Working Papers 157, Households in Conflict Network.
- Cory Koedel & Mark Ehlert & Eric Parsons & Michael Podgursky & P. Brett Xiang, 2014.
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- Cory Koedel & Mark Ehlert & Eric Parsons & Michael Podgursky, 2012. "Selecting Growth Measures for School and Teacher Evaluations," Working Papers 1210, Department of Economics, University of Missouri.
- Mark Dincecco & Mauricio Prado, 2012.
"Warfare, fiscal capacity, and performance,"
Journal of Economic Growth,
Springer, vol. 17(3), pages 171-203, September.
- Juan Carlos Escanciano & Lin Zhu, 2013. "Set inferences and sensitivity analysis in semiparametric conditionally identified models," CeMMAP working papers CWP55/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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