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Treatment Effect Heterogeneity in Theory and Practice

Citations

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Cited by:

  1. Bo, Hao & Galiani, Sebastian, 2021. "Assessing external validity," Research in Economics, Elsevier, vol. 75(3), pages 274-285.
  2. 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.
  3. Marusca De Castris & Guido Pellegrini, 2015. "Caratteristiche delle imprese ed eterogeneit? degli effetti degli incentivi alla r&s," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 61-79.
  4. Domenico Depalo, 2020. "Explaining the causal effect of adherence to medication on cholesterol through the marginal patient," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 110-126, October.
  5. 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.
  6. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert & Smith, Jeffrey A. & Taylor, Evan J., 2022. "Simple Tests for Selection: Learning More from Instrumental Variables," Labour Economics, Elsevier, vol. 79(C).
  7. Zamarro, Gema, 2010. "Accounting for heterogeneous returns in sequential schooling decisions," Journal of Econometrics, Elsevier, vol. 156(2), pages 260-276, June.
  8. Ariga, Kenn & Brunello, Giorgio, 2007. "Does Secondary School Tracking Affect Performance? Evidence from IALS," IZA Discussion Papers 2643, Institute of Labor Economics (IZA).
  9. 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.
  10. Daniel Miles, "undated". "Can we teach civic attitudes?," Studies on the Spanish Economy 225, FEDEA.
  11. Nocito, Samuel, 2021. "The effect of a university degree in english on international labor mobility," Labour Economics, Elsevier, vol. 68(C).
  12. Ager, Philipp & Goñi, Marc & Salvanes, Kjell Gunnar, 2023. "Gender-biased technological change: Milking machines and the exodus of women from farming," Discussion Paper Series in Economics 16/2023, Norwegian School of Economics, Department of Economics.
  13. 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.
  14. Shukla, Sumedha & Arora, Gaurav, 2022. "A rank similarity test for quantile treatment effects in conjunction with propensity score matching: An application to crop yield impacts of agricultural credit," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322569, Agricultural and Applied Economics Association.
  15. Matteo M. Galizzi & Krystal W. Lau & Marisa Miraldo & Katharina Hauck, 2022. "Bandwagoning, free‐riding and heterogeneity in influenza vaccine decisions: An online experiment," Health Economics, John Wiley & Sons, Ltd., vol. 31(4), pages 614-646, April.
  16. 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.
  17. Darío Tortarolo, 2014. "Female Labor Supply and Fertility. Causal Evidence for Latin America," CEDLAS, Working Papers 0166, CEDLAS, Universidad Nacional de La Plata.
  18. Adema, Y. & Bonenkamp, J. & Meijdam, A.C., 2011. "Retirement Flexibility and Portfolio Choice," Discussion Paper 2011-077, Tilburg University, Center for Economic Research.
  19. Joshua Angrist & Bruno Ferman & Carol Gao & Peter Hull & Otavio L. Tecchio & Robert W. Yeh, 2024. "Instrumental Variables with Time-Varying Exposure: New Estimates of Revascularization Effects on Quality of Life," NBER Working Papers 33296, National Bureau of Economic Research, Inc.
  20. Rajeev Dehejia & Cristian Pop-Eleches & Cyrus Samii, 2021. "From Local to Global: External Validity in a Fertility Natural Experiment," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(1), pages 217-243, January.
  21. Upalat Korwatanasakul, 2023. "Returns to Schooling in Thailand: Evidence from the 1978 Compulsory Schooling Law," The Developing Economies, Institute of Developing Economies, vol. 61(1), pages 3-35, March.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. Patrick Kline & Christopher R. Walters, 2019. "On Heckits, LATE, and Numerical Equivalence," Econometrica, Econometric Society, vol. 87(2), pages 677-696, March.
  27. Abramovsky, Laura & Augsburg, Britta & Lührmann, Melanie & Oteiza, Francisco & Rud, Juan Pablo, 2023. "Community matters: Heterogeneous impacts of a sanitation intervention," World Development, Elsevier, vol. 165(C).
  28. Schüller, Simone & Steinberg, Hannah S., 2022. "Parents under stress: Evaluating emergency childcare policies during the first COVID-19 lockdown in Germany," Labour Economics, Elsevier, vol. 78(C).
  29. Simone Schüller, 2025. "Estimating the Effect of Working from Home on Parents' Division of Childcare and Housework: A New Panel IV Approach," CESifo Working Paper Series 11689, CESifo.
  30. Thomas Siedler, 2007. "Does Parental Unemployment Cause Right-Wing Extremism?," Discussion Papers of DIW Berlin 666, DIW Berlin, German Institute for Economic Research.
  31. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
  32. Rosangela Bando & Sebastian Galiani & Paul Gertler, 2020. "The Effects of Noncontributory Pensions on Material and Subjective Well-Being," Economic Development and Cultural Change, University of Chicago Press, vol. 68(4), pages 1233-1255.
  33. Gian Paolo Barbetta & Paolo Canino & Stefano Cima, 2019. "Let’s tweet again? The impact of social networks on literature achievement in high school students: Evidence from a randomized controlled trial," DISCE - Working Papers del Dipartimento di Economia e Finanza def081, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  34. Channing Arndt & Sam Jones & Finn Tarp, 2009. "Aid and Growth: Have We Come Full Circle?," WIDER Working Paper Series DP2009-05, World Institute for Development Economic Research (UNU-WIDER).
  35. Jung, Dawoon & Lee, Jinkook & Meijer, Erik, 2022. "Revisiting the effect of retirement on Cognition: Heterogeneity and endowment," The Journal of the Economics of Ageing, Elsevier, vol. 21(C).
  36. 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.
  37. Charisse A. Gulosino & Elif Şişli Ciamarra, 2019. "Donors and Founders on Charter School Boards and Their Impact on Financial and Academic Outcomes," Education Finance and Policy, MIT Press, vol. 14(3), pages 441-471, Summer.
  38. Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," SciencePo Working papers Main hal-03455978, HAL.
  39. Bando, Rosangela & Galiani, Sebastian & Gertler, Paul, 2022. "Another brick on the wall: On the effects of non-contributory pensions on material and subjective well being," Journal of Economic Behavior & Organization, Elsevier, vol. 195(C), pages 16-26.
  40. Mullahy, John, 2018. "Individual results may vary: Inequality-probability bounds for some health-outcome treatment effects," Journal of Health Economics, Elsevier, vol. 61(C), pages 151-162.
  41. Kaspar Wüthrich, 2020. "A Comparison of Two Quantile Models With Endogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(2), pages 443-456, April.
  42. 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.
  43. 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 - Leibniz Centre for European Economic Research.
  44. Amanda E. Kowalski, 2018. "Extrapolation using Selection and Moral Hazard Heterogeneity from within the Oregon Health Insurance Experiment," Cowles Foundation Discussion Papers 2135, Cowles Foundation for Research in Economics, Yale University.
  45. Criscuolo, Chiara & Martin, Ralf & Overman, Henry & Van Reenen, John, 2012. "The Causal Effects of an Industrial Policy," IZA Discussion Papers 6323, Institute of Labor Economics (IZA).
  46. David H. Autor & Susan N. Houseman, 2006. "Temporary Agency Employment: A Way Out of Poverty?," Book chapters authored by Upjohn Institute researchers, in: Rebecca M. Blank & Sheldon H. Danziger & Robert F. Schoeni (ed.),Working and Poor: How Economic and Policy Changes Are Affecting Low-Wage Workers, pages 312-337, W.E. Upjohn Institute for Employment Research.
  47. Abhi Bhattacharya & Valerie Good & Hanieh Sardashti & John Peloza, 2021. "Beyond Warm Glow: The Risk-Mitigating Effect of Corporate Social Responsibility (CSR)," Journal of Business Ethics, Springer, vol. 171(2), pages 317-336, June.
  48. Dan Schwab & Eric Werker, 2014. "Profits and Economic Development," Harvard Business School Working Papers 14-087, Harvard Business School.
  49. 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.
  50. Yilan Xu, 2017. "Mandatory savings, credit access and home ownership: The case of the housing provident fund," Urban Studies, Urban Studies Journal Limited, vol. 54(15), pages 3446-3463, November.
  51. Siedler, Thomas, 2006. "Family and Politics: Does Parental Unemployment Cause Right-Wing Extremism?," IZA Discussion Papers 2411, Institute of Labor Economics (IZA).
  52. 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.
  53. Leonardo Becchetti & Furio Camillo Rosati, 2007. "Global Social Preferences and the Demand for Socially Responsible Products: Empirical Evidence from a Pilot Study on Fair Trade Consumers," The World Economy, Wiley Blackwell, vol. 30(5), pages 807-836, May.
  54. 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.
  55. 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.
  56. Guillermo Cruces & Sebastian Galiani, 2003. "Generalizing the Causal Effect of Fertility on Female Labor Supply," Labor and Demography 0310002, University Library of Munich, Germany.
  57. Giorgio d’Agostino & Margherita Scarlato & Silvia Napolitano, 2018. "Do Cash Transfers Promote Food Security? The Case of the South African Child Support Grant," Journal of African Economies, Centre for the Study of African Economies, vol. 27(4), pages 430-456.
  58. Wang, Xintong & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2025. "The effects of Vietnam-era military service on the long-term health of veterans: A bounds analysis," Journal of Health Economics, Elsevier, vol. 101(C).
  59. Emi Nakamura & Jósef Sigurdsson & Jón Steinsson, 2022. "The Gift of Moving: Intergenerational Consequences of a Mobility Shock," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(3), pages 1557-1592.
  60. Schwab, Daniel & Werker, Eric, 2018. "Are economic rents good for development? Evidence from the manufacturing sector," World Development, Elsevier, vol. 112(C), pages 33-45.
  61. Chen, Songnian & Zhou, Yahong & Ji, Yuanyuan, 2018. "Nonparametric identification and estimation of sample selection models under symmetry," Journal of Econometrics, Elsevier, vol. 202(2), pages 148-160.
  62. Santosh Kumar & Kaushalendra Kumar & Ramanan Laxminarayan & Arindam Nandi, 2022. "Birth Weight and Cognitive Development during Childhood: Evidence from India," Economic Papers, The Economic Society of Australia, vol. 41(2), pages 155-175, June.
  63. 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.
  64. Marinho Bertanha & Guido W. Imbens, 2020. "External Validity in Fuzzy Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 593-612, July.
  65. 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.
  66. Nicolas Apfel & Julia Hatamyar & Martin Huber & Jannis Kueck, 2024. "Learning control variables and instruments for causal analysis in observational data," Papers 2407.04448, arXiv.org.
  67. DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, WZB Berlin Social Science Center.
  68. 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.
  69. 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.
  70. Chen Liang & Yili Hong & Bin Gu, 2017. "Home Bias in Global Employment," Working Papers 17-06, NET Institute.
  71. 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.
  72. 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.
  73. 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.
  74. 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.
  75. 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.
  76. 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, The Centre for Market and Public Organisation, University of Bristol, UK.
  77. Massimiliano Bratti & Corinna Ghirelli & Enkelejda Havari & Giulia Santangelo, 2022. "Vocational training for unemployed youth in Latvia," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(2), pages 677-717, April.
  78. 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.
  79. 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.
  80. Alan Manning, 2004. "Instrumental Variables for Binary Treatments with Heterogeneous Treatment Effects: A Simple Exposition," CEP Discussion Papers dp0619, Centre for Economic Performance, LSE.
  81. Chen, Xuan & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2015. "Going Beyond LATE: Bounding Average Treatment Effects of Job Corps Training," IZA Discussion Papers 9511, Institute of Labor Economics (IZA).
  82. Azzam, Tarek & Bates, Michael D. & Fairris, David, 2022. "Do learning communities increase first year college retention? Evidence from a randomized control trial," Economics of Education Review, Elsevier, vol. 89(C).
  83. 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.
  84. Ma, Jun & Marmer, Vadim & Yu, Zhengfei, 2023. "Inference on individual treatment effects in nonseparable triangular models," Journal of Econometrics, Elsevier, vol. 235(2), pages 2096-2124.
  85. 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.
  86. Galiani, Sebastian & Quistorff, Brian, 2024. "Assessing external validity in practice," Research in Economics, Elsevier, vol. 78(3).
  87. repec:osf:socarx:vx9m7_v1 is not listed on IDEAS
  88. 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.
  89. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
  90. 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.
  91. Amanda E Kowalski, 2023. "Behaviour within a Clinical Trial and Implications for Mammography Guidelines," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(1), pages 432-462.
  92. Bassanini, Andrea & Booth, Alison L. & Brunello, Giorgio & De Paola, Maria & Leuven, Edwin, 2005. "Workplace Training in Europe," IZA Discussion Papers 1640, Institute of Labor Economics (IZA).
  93. 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).
  94. Xiao, Zhijie & Xu, Lan, 2019. "What do mean impacts miss? Distributional effects of corporate diversification," Journal of Econometrics, Elsevier, vol. 213(1), pages 92-120.
  95. 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.
  96. 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.
  97. Qingyuan Zhao & Dylan S. Small & Ashkan Ertefaie, 2022. "Selective inference for effect modification via the lasso," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 382-413, April.
  98. 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).
  99. Huber Martin & Wüthrich Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-27, January.
  100. Hunt Allcott, 2012. "Site Selection Bias in Program Evaluation," NBER Working Papers 18373, National Bureau of Economic Research, Inc.
  101. Augustine Denteh & Helge Liebert, 2022. "Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment," Working Papers 2201, Tulane University, Department of Economics.
  102. Isha Gupta, 2020. "Fertility And Mothers’ Labour Force Participation In Rural India," "Marco Fanno" Working Papers 0267, Dipartimento di Scienze Economiche "Marco Fanno".
  103. 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.
  104. G�nther 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.
  105. Jose Maria Cabrera, 2011. "Fecundidad e Ingresos en Uruguay," Documentos de Trabajo/Working Papers 1110, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
  106. John M. Brooks & Cole G. Chapman & Mary C. Schroeder, 2018. "Understanding Treatment Effect Estimates When Treatment Effects Are Heterogeneous for More Than One Outcome," Applied Health Economics and Health Policy, Springer, vol. 16(3), pages 381-393, June.
  107. Takanori Ida & Wenjie Wang, 2014. "A Field Experiment on Dynamic Electricity Pricing in Los Alamos:Opt-in Versus Opt-out," Discussion papers e-14-010, Graduate School of Economics Project Center, Kyoto University.
  108. 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.
  109. 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.
  110. Hong, Han & Nekipelov, Denis, 2012. "Efficient local IV estimation of an empirical auction model," Journal of Econometrics, Elsevier, vol. 168(1), pages 60-69.
  111. Guilhem Bascle, 2008. "Controlling for endogeneity with instrumental variables in strategic management research," Post-Print hal-00576795, HAL.
  112. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
  113. Bertanha, Marinho, 2020. "Regression discontinuity design with many thresholds," Journal of Econometrics, Elsevier, vol. 218(1), pages 216-241.
  114. Isha Gupta, 2024. "Younger children and mothers’ labour supply in rural India: Evidence from fertility stopping behaviour," Journal of Population Research, Springer, vol. 41(3), pages 1-46, September.
  115. 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 of Labor Economics (IZA).
  116. 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.
  117. Tinh Thanh Doan & Gibson John & Tuyen Quang Tran, 2016. "Heterogeneous Credit Impacts on Health Care Spending of the Poor in Peri-Urban Areas, Vietnam," SAGE Open, , vol. 6(4), pages 21582440166, November.
  118. 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.
  119. Schaubert, Marianna, 2018. "Do Alimony Regulations Matter inside Marriage? Evidence from the 2008 Reform of the German Maintenance Law," EconStor Preprints 173193, ZBW - Leibniz Information Centre for Economics.
  120. 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.
  121. 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.
  122. 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.
  123. Domenico Depalo & Jay Bhattacharya & Vincenzo Atella & Federico Belotti, 2019. "When Technological Advance Meets Physician Learning in Drug Prescribing," NBER Working Papers 26202, National Bureau of Economic Research, Inc.
  124. 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.
  125. Schaubert, Marianna, 2018. "Do Alimony Regulations Matter inside Marriage? Evidence from the 2008 Reform of the German Maintenance Law," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181508, Verein für Socialpolitik / German Economic Association.
  126. Joshua Angrist & Ivan Fernandez-Val, 2010. "ExtrapoLATE-ing: External Validity and Overidentification in the LATE Framework," NBER Working Papers 16566, National Bureau of Economic Research, Inc.
  127. 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".
  128. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
  129. Meager, Rachael, 2022. "Aggregating distributional treatment effects: a Bayesian hierarchical analysis of the microcredit literature," LSE Research Online Documents on Economics 115559, London School of Economics and Political Science, LSE Library.
  130. 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.
  131. Mthuli Ncube & Kjell Hausken, 2019. "Evidence On The Impact Of The Troubled Assets Relief Program On Stock Returns," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 13(1), pages 1-30.
  132. Nobel Prize Committee, 2021. "Answering causal questions using observational data," Nobel Prize in Economics documents 2021-2, Nobel Prize Committee.
  133. repec:osf:metaar:7tkvm_v1 is not listed on IDEAS
  134. Pablo Rodriguez & Mauricio Sarrias, 2025. "Instrumental variable estimation with observed and unobserved heterogeneity of the treatment and instrument effect: a latent class approach," Empirical Economics, Springer, vol. 68(2), pages 879-914, February.
  135. Margherita Fort & Francesco Manaresi & Serena Trucchi, 2016. "Adult financial literacy and households’ financial assets: the role of bank information policies," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(88), pages 743-782.
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  137. 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.
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