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Treatment Effect Heterogeneity in Theory and Practice

Citations

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Cited by:

  1. Yasar, Mahmut & Morrison Paul, Catherine J., 2008. "Foreign Technology Transfer and Productivity: Evidence From a Matched Sample," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 105-112, January.
  2. Marusca De Castris & Guido Pellegrini, 2015. "Caratteristiche delle imprese ed eterogeneità degli effetti degli incentivi alla r&s," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 61-79.
  3. Enkelejda Havari & Marco Savegnago, 2014. "The causal effect of parents’ schooling on children’s schooling in Europe. A new IV approach," CEIS Research Paper 315, Tor Vergata University, CEIS, revised 12 May 2014.
  4. Zamarro, Gema, 2010. "Accounting for heterogeneous returns in sequential schooling decisions," Journal of Econometrics, Elsevier, vol. 156(2), pages 260-276, June.
  5. Ariga, Kenn & Brunello, Giorgio, 2007. "Does Secondary School Tracking Affect Performance? Evidence from IALS," IZA Discussion Papers 2643, Institute for the Study of Labor (IZA).
  6. Galiani, Sebastián & Gertler, Paul J. & Undurraga, Raimundo & Cooper, Ryan & Martínez, Sebastián & Ross, Adam, 2017. "Shelter from the storm: Upgrading housing infrastructure in Latin American slums," Journal of Urban Economics, Elsevier, vol. 98(C), pages 187-213.
  7. Daniel Miles, "undated". "Can we teach civic attitudes?," Studies on the Spanish Economy 225, FEDEA.
  8. Fort, Margherita, 2005. "Education and timing of births: evidence from a natural experiment in Italy," ISER Working Paper Series 2005-20, Institute for Social and Economic Research.
  9. Berlinski, Samuel & Galiani, Sebastian & Gertler, Paul, 2009. "The effect of pre-primary education on primary school performance," Journal of Public Economics, Elsevier, vol. 93(1-2), pages 219-234, February.
  10. Dan A. Black & Joonhwi Joo & Robert LaLonde & Jeffrey Andrew Smith & Evan J. Taylor, 2017. "Simple Tests for Selection: Learning More from Instrumental Variables," CESifo Working Paper Series 6392, CESifo Group Munich.
  11. Darío Tortarolo, 2014. "Female Labor Supply and Fertility. Causal Evidence for Latin America," CEDLAS, Working Papers 0166, CEDLAS, Universidad Nacional de La Plata.
  12. Rajeev Dehejia & Cristian Pop-Eleches & Cyrus Samii, 2015. "From Local to Global: External Validity in a Fertility Natural Experiment," NBER Working Papers 21459, National Bureau of Economic Research, Inc.
  13. Bruno Arpino & Chiara D. Pronzato & Lara P. Tavares, 2012. "Mothers’ labour market participation: Do grandparents make it easier?," Carlo Alberto Notebooks 277, Collegio Carlo Alberto.
  14. Lin, Ming-Jen & Liu, Jin-Tan, 2009. "Do lower birth weight babies have lower grades? Twin fixed effect and instrumental variable method evidence from Taiwan," Social Science & Medicine, Elsevier, vol. 68(10), pages 1780-1787, May.
  15. Krashinsky, Harry, 2009. "How Would One Extra Year of High School Affect Wages? Evidence from a Unique Policy Change," CLSSRN working papers clsrn_admin-2009-29, Vancouver School of Economics, revised 22 Apr 2009.
  16. Stillman, Steven & McKenzie, David & Gibson, John, 2009. "Migration and mental health: Evidence from a natural experiment," Journal of Health Economics, Elsevier, vol. 28(3), pages 677-687, May.
  17. Thomas Siedler, 2007. "Does Parental Unemployment Cause Right-Wing Extremism?," Discussion Papers of DIW Berlin 666, DIW Berlin, German Institute for Economic Research.
  18. Channing Arndt & Sam Jones & Finn Tarp, 2009. "Aid and Growth: Have We Come Full Circle?," Discussion Papers 09-22, University of Copenhagen. Department of Economics.
  19. David McKenzie & John Gibson & Steven Stillman, 2007. "Moving to opportunity, leaving behind what? Evaluating the initial effects of a migration policy on incomes and poverty in source areas," New Zealand Economic Papers, Taylor & Francis Journals, vol. 41(2), pages 197-223.
  20. Kaspar Wüthrich, 2014. "A Comparison of two Quantile Models with Endogeneity," Diskussionsschriften dp1408, Universitaet Bern, Departement Volkswirtschaft.
  21. John Gibson & David McKenzie & Steven Stillman, 2011. "The Impacts of International Migration on Remaining Household Members: Omnibus Results from a Migration Lottery Program," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1297-1318, November.
  22. Gernandt, Johannes & Maier, Michael & Pfeiffer, Friedhelm & Rat-Wirtzler, Julie, 2006. "Distributional effects of the high school degree in Germany," ZEW Discussion Papers 06-088, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  23. Criscuolo, Chiara & Martin, Ralf & Overman, Henry & Van Reenen, John, 2012. "The Causal Effects of an Industrial Policy," IZA Discussion Papers 6323, Institute for the Study of Labor (IZA).
  24. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2012. "Some Causal Effects of an Industrial Policy," CEP Discussion Papers dp1113, Centre for Economic Performance, LSE.
  25. David Autor & Susan Houseman, 2005. "Temporary Agency Employment as a Way out of Poverty?," Upjohn Working Papers and Journal Articles 05-123, W.E. Upjohn Institute for Employment Research.
  26. Dan Schwab & Eric Werker, 2014. "Profits and Economic Development," Harvard Business School Working Papers 14-087, Harvard Business School.
  27. repec:eee:labeco:v:45:y:2017:i:c:p:143-157 is not listed on IDEAS
  28. Justine S. Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2013. "Are Some Degrees Worth More than Others? Evidence from college admission cutoffs in Chile," NBER Working Papers 19241, National Bureau of Economic Research, Inc.
  29. Siedler, Thomas, 2006. "Family and Politics: Does Parental Unemployment Cause Right-Wing Extremism?," IZA Discussion Papers 2411, Institute for the Study of Labor (IZA).
  30. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
  31. Daouli, Joan & Demoussis, Michael & Giannakopoulos, Nicholas, 2009. "Sibling-sex composition and its effects on fertility and labor supply of Greek mothers," Economics Letters, Elsevier, vol. 102(3), pages 189-191, March.
  32. Roel van Elk & Marc van der Steeg & Dinand Webbink, 2009. "The effect of early tracking on participation in higher education," CPB Document 182, CPB Netherlands Bureau for Economic Policy Analysis.
  33. Guillermo Cruces & Sebastian Galiani, 2003. "Generalizing the Causal Effect of Fertility on Female Labor Supply," Labor and Demography 0310002, EconWPA.
  34. repec:eee:econom:v:202:y:2018:i:2:p:148-160 is not listed on IDEAS
  35. Amanda Kowalski, 2016. "Doing more when you're running LATE: Applying marginal treatment effect methods to examine treatment effect heterogeneity in experiments," Artefactual Field Experiments 00560, The Field Experiments Website.
  36. Ruben Atoyan & Patrick Conway, 2006. "Evaluating the impact of IMF programs: A comparison of matching and instrumental-variable estimators," The Review of International Organizations, Springer, vol. 1(2), pages 99-124, June.
  37. Stillman, Steven & Gibson, John & McKenzie, David & Rohorua, Halahingano, 2015. "Miserable Migrants? Natural Experiment Evidence on International Migration and Objective and Subjective Well-Being," World Development, Elsevier, vol. 65(C), pages 79-93.
  38. Paloyo, Alfredo R. & Rogan, Sally & Siminski, Peter, 2016. "The effect of supplemental instruction on academic performance: An encouragement design experiment," Economics of Education Review, Elsevier, vol. 55(C), pages 57-69.
  39. Chen Liang & Yili Hong & Bin Gu, 2017. "Home Bias in Global Employment," Working Papers 17-06, NET Institute.
  40. Brendan Kline & Justin L. Tobias, 2008. "The wages of BMI: Bayesian analysis of a skewed treatment-response model with nonparametric endogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(6), pages 767-793.
  41. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
  42. Emla Fitzsimons & Bansi Malde, 2014. "Empirically probing the quantity–quality model," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(1), pages 33-68, January.
  43. Abdulbaki Bilgic & Wojciech Florkowski, 2009. "The impact of license regulation on the number of recreation trips: is it worth considering?," Journal of Regulatory Economics, Springer, vol. 35(1), pages 45-69, February.
  44. Matthew Gentzkow & Jesse M. Shapiro, 2006. "Does Television Rot Your Brain? New Evidence from the Coleman Study," NBER Working Papers 12021, National Bureau of Economic Research, Inc.
  45. Karin Monstad & Carol Propper & Kjell G. Salvanes, 2011. "Is teenage motherhood contagious? Evidence from a Natural Experiment," The Centre for Market and Public Organisation 11/262, Department of Economics, University of Bristol, UK.
  46. Åslund, Olof & Grönqvist, Hans, 2010. "Family size and child outcomes: Is there really no trade-off?," Labour Economics, Elsevier, vol. 17(1), pages 130-139, January.
  47. Köllő, János & Hámori, Szilvia, 2011. "Kinek használ az évvesztés?. Iskolakezdési kor és tanulói teljesítmények Magyarországon
    [Who gains by postponed schooling?. Age at starting school and achievement as pupils in Hungary]    ," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(2), pages 133-157.
  48. Alan Manning, 2004. "Instrumental Variables for Binary Treatments with Heterogeneous Treatment Effects: A Simple Exposition," CEP Discussion Papers dp0619, Centre for Economic Performance, LSE.
  49. John Gibson & Steven Stillman & David McKenzie & Halahingano Rohorua, 2013. "Natural Experiment Evidence On The Effect Of Migration On Blood Pressure And Hypertension," Health Economics, John Wiley & Sons, Ltd., vol. 22(6), pages 655-672, June.
  50. Denni Tommasi & Arthur Lewbel & Rossella Calvi, 2017. "LATE with Mismeasured or Misspecified Treatment: An application to Women's Empowerment in India," Working Papers ECARES ECARES 2017-27, ULB -- Universite Libre de Bruxelles.
  51. David A. Matsa, 2011. "Running on Empty? Financial Leverage and Product Quality in the Supermarket Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 3(1), pages 137-173, February.
  52. Cruces, Guillermo & Galiani, Sebastian, 2007. "Fertility and female labor supply in Latin America: New causal evidence," Labour Economics, Elsevier, vol. 14(3), pages 565-573, June.
  53. Bassanini, Andrea & Booth, Alison L. & Brunello, Giorgio & De Paola, Maria & Leuven, Edwin, 2005. "Workplace Training in Europe," IZA Discussion Papers 1640, Institute for the Study of Labor (IZA).
  54. Kelly Bedard & Olivier Deschênes, 2005. "Sex Preferences, Marital Dissolution, and the Economic Status of Women," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
  55. Amanda E. Kowalski, 2016. "Doing More When You're Running LATE: Applying Marginal Treatment Effect Methods to Examine Treatment Effect Heterogeneity in Experiments for the Young and Privately Insured?," Cowles Foundation Discussion Papers 2045, Cowles Foundation for Research in Economics, Yale University.
  56. Galiani, Sebastian & Meléndez, Marcela & Ahumada, Camila Navajas, 2017. "On the effect of the costs of operating formally: New experimental evidence," Labour Economics, Elsevier, vol. 45(C), pages 143-157.
  57. John Mullahy, 2017. "Individual Results May Vary: Elementary Analytics of Inequality-Probability Bounds, with Applications to Health-Outcome Treatment Effects," NBER Working Papers 23603, National Bureau of Economic Research, Inc.
  58. Juanna Schrøter Joensen & Helena Skyt Nielsen, 2009. "Is there a Causal Effect of High School Math on Labor Market Outcomes?," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
  59. Hunt Allcott, 2012. "Site Selection Bias in Program Evaluation," NBER Working Papers 18373, National Bureau of Economic Research, Inc.
  60. David McKenzie & John Gibson & Steven Stillman, 2010. "How Important Is Selection? Experimental vs. Non-Experimental Measures of the Income Gains from Migration," Journal of the European Economic Association, MIT Press, vol. 8(4), pages 913-945, June.
  61. Günther Fink & Margaret McConnell & Sebastian Vollmer, 2014. "Testing for heterogeneous treatment effects in experimental data: false discovery risks and correction procedures," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 6(1), pages 44-57, January.
  62. Jose Maria Cabrera, 2011. "Fecundidad e Ingresos en Uruguay," Documentos de Trabajo/Working Papers 1110, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
  63. David McKenzie & John Gibson & Steven Stillman, 2006. "How Important is Selection? Experimental vs Non-experimental Measures of Income Gains from Migration," Working Papers in Economics 06/03, University of Waikato.
  64. Franceschelli, Ignacio & Galiani, Sebastian & Gulmez, Eduardo, 2010. "Performance pay and productivity of low- and high-ability workers," Labour Economics, Elsevier, vol. 17(2), pages 317-322, April.
  65. Kuckulenz Anja & Maier Michael, 2006. "Heterogeneous Returns to Training: An Analysis with German Data Using Local Instrumental Variables," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(1), pages 24-40, February.
  66. Hong, Han & Nekipelov, Denis, 2012. "Efficient local IV estimation of an empirical auction model," Journal of Econometrics, Elsevier, vol. 168(1), pages 60-69.
  67. Guilhem Bascle, 2008. "Controlling for endogeneity with instrumental variables in strategic management research," Post-Print hal-00576795, HAL.
  68. d'Agostino, Giorgio & Scarlato, Margherita & Napolitano, Silvia, 2016. "Do Cash Transfers Promote Food Security? The Case of the South African Child Support Grant," MPRA Paper 69177, University Library of Munich, Germany.
  69. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert J. & Smith, Jeffrey A. & Taylor, Evan J., 2015. "Simple Tests for Selection Bias: Learning More from Instrumental Variables," IZA Discussion Papers 9346, Institute for the Study of Labor (IZA).
  70. de Baldini Rocha, Maúna Soares & Ponczek, Vladimir, 2011. "The effects of adult literacy on earnings and employment," Economics of Education Review, Elsevier, vol. 30(4), pages 755-764, August.
  71. David McKenzie & John Gibson & Steven Stillman, 2006. "How Important is Selection? Experimental vs Non-experimental Measures of the Income Gains of Migration," Working Papers 06_02, Motu Economic and Public Policy Research.
  72. Julie Moschion, 2013. "The Impact of Fertility on Mothers' Labour Supply in Australia: Evidence from Exogenous Variation in Family Size," The Economic Record, The Economic Society of Australia, vol. 89(286), pages 319-338, September.
  73. Cunguara, Benedito & Darnhofer, Ika, 2011. "Assessing the impact of improved agricultural technologies on household income in rural Mozambique," Food Policy, Elsevier, vol. 36(3), pages 378-390, June.
  74. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  75. Enkelejda Havari & Marco Savegnago, 2013. "The causal effect of parents� schooling on children�s schooling in Europe. A new IV approach," Working Papers 2013:30, Department of Economics, University of Venice "Ca' Foscari".
  76. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
  77. Idrovo Aguirre, Byron, 2007. "¿Son las escuelas particulares subvencionadas mejores que las municipales? Estimación de la ecuación de logro escolar para Chile
    [Are the subsidized particular schools better than the public school    ," MPRA Paper 10665, University Library of Munich, Germany.
  78. Margherita Fort & Francesco Manaresi & Serena Trucchi, 2016. "Adult financial literacy and households’ financial assets: the role of bank information policies," Economic Policy, CEPR;CES;MSH, vol. 31(88), pages 743-782.
  79. Helland, Eric & Seabury, Seth A., 2015. "Tort reform and physician labor supply: A review of the evidence," International Review of Law and Economics, Elsevier, vol. 42(C), pages 192-202.
  80. Ferraro, Paul J. & Miranda, Juan José, 2013. "Heterogeneous treatment effects and mechanisms in information-based environmental policies: Evidence from a large-scale field experiment," Resource and Energy Economics, Elsevier, vol. 35(3), pages 356-379.
  81. McKenzie, David & Gibson, John & Stillman, Steven, 2006. "How important is selection ? Experimental versus non-experimental measures of the income gains from migration," Policy Research Working Paper Series 3906, The World Bank.
  82. Björklund, Anders & Ginther, Donna K. & Sundström, Marianne, 2007. "Does Marriage Matter for Children? Assessing the Causal Impact of Legal Marriage," IZA Discussion Papers 3189, Institute for the Study of Labor (IZA).
  83. Kruk, Kai Eberhard & Reinhold, Steffen, 2014. "The effect of children on depression in old age," Social Science & Medicine, Elsevier, vol. 100(C), pages 1-11.
  84. Bruno Arpino & Chiara Pronzato & Lara Tavares, 2014. "The Effect of Grandparental Support on Mothers’ Labour Market Participation: An Instrumental Variable Approach," European Journal of Population, Springer;European Association for Population Studies, vol. 30(4), pages 369-390, November.
  85. Galiani, Sebastián & Gertler, Paul J. & Undurraga, Raimundo & Cooper, Ryan & Martínez, Sebastián & Ross, Adam, 2017. "Shelter from the storm: Upgrading housing infrastructure in Latin American slums," Journal of Urban Economics, Elsevier, vol. 98(C), pages 187-213.
  86. Ermisch, John & Pevalin, David J., 2004. "Early childbearing and housing choices," Journal of Housing Economics, Elsevier, vol. 13(3), pages 170-194, September.
  87. Cansino Muñoz-Repiso, José Manuel & Sánchez Braza, Antonio, 2009. "Evaluación del programa de Escuelas Taller y Casas de Oficios a partir de su efecto sobre el tiempo de búsqueda del primer empleo. El caso de Sevilla/," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 27, pages 277(22)-277, Abril.
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