Treatment Effects with Targeting Instruments
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- Daniel Ackerberg & Xiaohong Chen & Jinyong Hahn & Zhipeng Liao, 2014.
"Asymptotic Efficiency of Semiparametric Two-step GMM,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 919-943.
- Xiaohong Chen & Jinyong Hahn, 2012. "Asymptotic efficiency of semiparametric two-step GMM," CeMMAP working papers CWP31/12, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Daniel Ackerberg & Xiaohong Chen & Jinyong Hahn, 2014. "Asymptotic efficiency of semiparametric two-step GMM," CeMMAP working papers 28/14, Institute for Fiscal Studies.
- Xiaohong Chen & Jinyong Hahn & Zhipeng Liao, 2012. "Asymptotic Efficiency of Semiparametric Two-step GMM," Cowles Foundation Discussion Papers 1880, Cowles Foundation for Research in Economics, Yale University.
- Daniel Ackerberg & Xiaohong Chen & Jinyong Hahn, 2014. "Asymptotic efficiency of semiparametric two-step GMM," CeMMAP working papers CWP28/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Xiaohong Chen & Jinyong Hahn, 2012. "Asymptotic efficiency of semiparametric two-step GMM," CeMMAP working papers 31/12, Institute for Fiscal Studies.
- James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006.
"Understanding Instrumental Variables in Models with Essential Heterogeneity,"
The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
- Heckman, James J. & Urzua, Sergio & Vytlacil, Edward, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," IZA Discussion Papers 2320, Institute of Labor Economics (IZA).
- James J. Heckman & Sergio Urzua & Edward J. Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," NBER Working Papers 12574, National Bureau of Economic Research, Inc.
- James J. Heckman & Sergio Urzua & Edward Vytlacil, 2009. "Understanding Instrumental Variables in Models with Essential Heterogeneity," Working Papers 200941, Geary Institute, University College Dublin.
- Sokbae Lee & Bernard Salanié, 2018.
"Identifying Effects of Multivalued Treatments,"
Econometrica, Econometric Society, vol. 86(6), pages 1939-1963, November.
- Salanié, Bernard, 2015. "Identifying Effects of Multivalued Treatments," CEPR Discussion Papers 10970, C.E.P.R. Discussion Papers.
- Sokbae (Simon) Lee & Bernard Salanie, 2018. "Identifying effects of multivalued treatments," CeMMAP working papers CWP34/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Sokbae Lee & Bernard Salani'e, 2018. "Identifying Effects of Multivalued Treatments," Papers 1805.00057, arXiv.org.
- Sokbae (Simon) Lee & Bernard Salanie, 2015. "Identifying effects of multivalued treatments," CeMMAP working papers CWP72/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Sokbae (Simon) Lee & Bernard Salanie, 2015. "Identifying effects of multivalued treatments," CeMMAP working papers 72/15, Institute for Fiscal Studies.
- Huang, Liquan & Khalil, Umair & Yıldız, Neşe, 2019. "Identification and estimation of a triangular model with multiple endogenous variables and insufficiently many instrumental variables," Journal of Econometrics, Elsevier, vol. 208(2), pages 346-366.
- Patrick Kline & Christopher R. Walters, 2016.
"Evaluating Public Programs with Close Substitutes: The Case of HeadStart,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1795-1848.
- Kline, Patrick & Walters, Christopher, 2014. "Evaluating Public Programs with Close Substitutes: The Case of Head Start," Institute for Research on Labor and Employment, Working Paper Series qt43s9211b, Institute of Industrial Relations, UC Berkeley.
- Patrick Kline & Christopher Walters, 2015. "Evaluating Public Programs with Close Substitutes: The Case of Head Start," NBER Working Papers 21658, National Bureau of Economic Research, Inc.
- Kline, Patrick & Walters, Christopher, 2014. "Evaluating Public Programs with Close Substitutes: The Case of Head Start," Department of Economics, Working Paper Series qt43s9211b, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Magne Mogstad & Alexander Torgovitsky & Christopher R. Walters, 2021.
"The Causal Interpretation of Two-Stage Least Squares with Multiple Instrumental Variables,"
American Economic Review, American Economic Association, vol. 111(11), pages 3663-3698, November.
- Magne Mogstad & Alexander Torgovitsky & Christopher R. Walters, 2019. "The Causal Interpretation of Two-Stage Least Squares with Multiple Instrumental Variables," NBER Working Papers 25691, National Bureau of Economic Research, Inc.
- Kamat, Vishal, 2019. "Identification with Latent Choice Sets," TSE Working Papers 19-1031, Toulouse School of Economics (TSE).
- Leonard Goff, 2020. "A Vector Monotonicity Assumption for Multiple Instruments," Papers 2009.00553, arXiv.org, revised Mar 2024.
- Cattaneo, Matias D., 2010. "Efficient semiparametric estimation of multi-valued treatment effects under ignorability," Journal of Econometrics, Elsevier, vol. 155(2), pages 138-154, April.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- Vishal Kamat, 2017. "Identifying the Effects of a Program Offer with an Application to Head Start," Papers 1711.02048, arXiv.org, revised Aug 2023.
- Philip Oreopoulos & Daniel Lang & Joshua Angrist, 2009.
"Incentives and Services for College Achievement: Evidence from a Randomized Trial,"
American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 136-163, January.
- Angrist, Joshua & Lang, Daniel W. & Oreopoulos, Philip, 2007. "Incentives and Services for College Achievement: Evidence from a Randomized Trial," IZA Discussion Papers 3134, Institute of Labor Economics (IZA).
- Karthik Muralidharan & Mauricio Romero & Kaspar Wüthrich, 2019.
"Factorial Designs, Model Selection, and (Incorrect) Inference in Randomized Experiments,"
NBER Working Papers
26562, National Bureau of Economic Research, Inc.
- Karthik Muralidharan & Mauricio Romero & Kaspar Wüthrich, 2020. "Factorial Designs, Model Selection, and (Incorrect) Inference in Randomized Experiments," CESifo Working Paper Series 8137, CESifo.
- Frolich, Markus, 2007.
"Nonparametric IV estimation of local average treatment effects with covariates,"
Journal of Econometrics, Elsevier, vol. 139(1), pages 35-75, July.
- Markus Froelich, 2002. "Nonparametric IV estimation of local average treatment effects with covariates," University of St. Gallen Department of Economics working paper series 2002 2002-19, Department of Economics, University of St. Gallen.
- Frölich, Markus, 2002. "Nonparametric IV Estimation of Local Average Treatment Effects with Covariates," IZA Discussion Papers 588, Institute of Labor Economics (IZA).
- Imbens, Guido W & Angrist, Joshua D, 1994.
"Identification and Estimation of Local Average Treatment Effects,"
Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
- Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
- Daniel Ackerberg & Xiaohong Chen & Jinyong Hahn, 2012.
"A Practical Asymptotic Variance Estimator for Two-Step Semiparametric Estimators,"
The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 481-498, May.
- Daniel Ackerberg & Xiaohong Chen & Jinyong Hahn, 2011. "A practical asymptotic variance estimator for two-step semiparametric estimators," CeMMAP working papers CWP22/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Matias D. Cattaneo, 2010. "multi-valued treatment effects," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
- Edward Vytlacil, 2002. "Independence, Monotonicity, and Latent Index Models: An Equivalence Result," Econometrica, Econometric Society, vol. 70(1), pages 331-341, January.
- Alexander Torgovitsky, 2015. "Identification of Nonseparable Models Using Instruments With Small Support," Econometrica, Econometric Society, vol. 83(3), pages 1185-1197, May.
- Junlong Feng, 2019. "Matching Points: Supplementing Instruments with Covariates in Triangular Models," Papers 1904.01159, arXiv.org, revised Jul 2020.
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Cited by:
- Eskil Heinesen & Christian Hvid & Lars Johannessen Kirkebøen & Edwin Leuven & Magne Mogstad, 2022.
"Instrumental Variables with Unordered Treatments: Theory and Evidence from Returns to Fields of Study,"
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30574, National Bureau of Economic Research, Inc.
- Eskil Heinesen & Christian Hvid & Lars Kirkeb{o}en & Edwin Leuven & Magne Mogstad, 2022. "Instrumental variables with unordered treatments: Theory and evidence from returns to fields of study," Papers 2209.00417, arXiv.org, revised Oct 2022.
- Heinesen, Eskil & Hvid, Christian & Kirkebøen, Lars & Leuven, Edwin & Mogstad, Magne, 2022. "Instrumental variables with unordered treatments: Theory and evidence from returns to fields of study," Memorandum 3/2022, Oslo University, Department of Economics.
- Leonard Goff, 2024. "When does IV identification not restrict outcomes?," Papers 2406.02835, arXiv.org, revised Sep 2024.
- Ferreyra,Maria Marta & Galindo,Camila & Urzúa,Sergio, 2021. "Labor Market Effects of Short-Cycle Higher Education Programs : Lessons from Colombia," Policy Research Working Paper Series 9717, The World Bank.
- Goff, Leonard, 2024. "A vector monotonicity assumption for multiple instruments," Journal of Econometrics, Elsevier, vol. 241(1).
- Vishal Kamat & Samuel Norris & Matthew Pecenco, 2023. "Identification in Multiple Treatment Models under Discrete Variation," Papers 2307.06174, arXiv.org.
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