Estimating and Testing Non-Linear Models Using Instrumental Variables
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- Pedro Carneiro & James J. Heckman & Edward Vytlacil, 2010.
"Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin,"
Econometrica, Econometric Society, vol. 78(1), pages 377-394, January.
- Pedro Carneiro & James Heckman & Edward Vytlacil, 2009. "Evaluating marginal policy changes and the average effect of treatment for individuals at the margin," CeMMAP working papers CWP21/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2009. "Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin," NBER Working Papers 15211, National Bureau of Economic Research, Inc.
- Carneiro, Pedro & Heckman, James J. & Vytlacil, Edward, 2009. "Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin," IZA Discussion Papers 4324, Institute of Labor Economics (IZA).
- James J. Heckman & Edward Vytlacil, 2005.
"Structural Equations, Treatment Effects, and Econometric Policy Evaluation,"
Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
- James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects and Econometric Policy Evaluation," NBER Working Papers 11259, National Bureau of Economic Research, Inc.
- James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects and Econometric Policy Evaluation," NBER Technical Working Papers 0306, National Bureau of Economic Research, Inc.
- Magne Mogstad & Matthew Wiswall, 2009.
"How Linear Models Can Mask Non-Linear Causal Relationships. An Application to Family Size and Children's Education,"
Discussion Papers
586, Statistics Norway, Research Department.
- Loken, Katrine Vellesen & Mogstad, Magne & Wiswall, Matthew, 2010. "What Linear Estimators Miss: Re-Examining the Effects of Family Income on Child Outcomes," IZA Discussion Papers 4971, Institute of Labor Economics (IZA).
- Mogstad, Magne & Wiswall, Matthew, 2009. "How Much Should We Trust Linear Instrumental Variables Estimators? An Application to Family Size and Children's Education," IZA Discussion Papers 4562, Institute of Labor Economics (IZA).
- Mogstad, Magne & Wiswall, Matthew, 2010. "Linearity in Instrumental Variables Estimation: Problems and Solutions," IZA Discussion Papers 5216, Institute of Labor Economics (IZA).
- Lance Lochner & Enrico Moretti, 2004.
"The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports,"
American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
- Lance Lochner & Enrico Moretti, 2001. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," NBER Working Papers 8605, National Bureau of Economic Research, Inc.
- Lochner, Lance & Moretti, Enrico, 2002. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," Department of Economics, Working Paper Series qt4mf8k11n, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens, 2000. "The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(3), pages 499-527.
- Yitzhaki, Shlomo, 1996. "On Using Linear Regressions in Welfare Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(4), pages 478-486, October.
- Daron Acemoglu & Joshua Angrist, 2001. "How Large Are Human Capital Externalities? Evidence from Compulsory Schooling Laws," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 9-74, National Bureau of Economic Research, Inc.
- Janet Currie & Enrico Moretti, 2003. "Mother's Education and the Intergenerational Transmission of Human Capital: Evidence from College Openings," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1495-1532.
- O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
- Park, Jin Heum, 1999. "Estimation of sheepskin effects using the old and the new measures of educational attainment in the Current Population Survey," Economics Letters, Elsevier, vol. 62(2), pages 237-240, February.
- Jaeger, David A & Page, Marianne E, 1996. "Degrees Matter: New Evidence on Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 733-740, November.
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Cited by:
- Johnston, David W. & Lordan, Grace & Shields, Michael A. & Suziedelyte, Agne, 2015.
"Education and health knowledge: Evidence from UK compulsory schooling reform,"
Social Science & Medicine, Elsevier, vol. 127(C), pages 92-100.
- David W. Johnston & Grace Lordan & Michael A. Shields & Agne Suziedelyte, 2014. "Education and Health Knowledge: Evidence from UK Compulsory Schooling Reforms," CEP Discussion Papers dp1297, Centre for Economic Performance, LSE.
- Johnston, David W. & Lordan, Grace & Shields, Michael A. & Suziedelyte, Agne, 2014. "Education and health knowledge: evidence from UK compulsory schooling reforms," LSE Research Online Documents on Economics 60445, London School of Economics and Political Science, LSE Library.
- Sergi Jiménez-Martín & Cristina Vilaplana Prieto, 2013. "Informal Care and intergenerational transfers in European Countries," Working Papers 2013-25, FEDEA.
- Gibbons Charles E. & Suárez Serrato Juan Carlos & Urbancic Michael B., 2019.
"Broken or Fixed Effects?,"
Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-12, January.
- Charles E. Gibbons & Juan Carlos Suárez Serrato & Michael B. Urbancic, 2014. "Broken or Fixed Effects?," NBER Working Papers 20342, National Bureau of Economic Research, Inc.
- Katrine V. Løken & Magne Mogstad & Matthew Wiswall, 2012.
"What Linear Estimators Miss: The Effects of Family Income on Child Outcomes,"
American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 1-35, April.
- Loken, Katrine Vellesen & Mogstad, Magne & Wiswall, Matthew, 2010. "What Linear Estimators Miss: Re-Examining the Effects of Family Income on Child Outcomes," IZA Discussion Papers 4971, Institute of Labor Economics (IZA).
- Løken, Katrine Vellesen & Mogstad, Magne & Wiswall, Matthew, 2011. "What Linear Estimators Miss: The E ects of Family Income on Child Outcomes," Working Papers in Economics 02/11, University of Bergen, Department of Economics.
- Dieterle, Steven G. & Snell, Andy, 2016. "A simple diagnostic to investigate instrument validity and heterogeneous effects when using a single instrument," Labour Economics, Elsevier, vol. 42(C), pages 76-86.
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