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Citations for "Understanding Instrumental Variables in Models with Essential Heterogeneity"

by James J. Heckman & Sergio Urzua & Edward Vytlacil

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  1. James J. Heckman & Petra E. Todd, 2009. "A note on adapting propensity score matching and selection models to choice based samples," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages 230-234, 01.
  2. Cunha, Flavio & Heckman, James J. & Navarro, Salvador, 2007. "The Identification and Economic Content of Ordered Choice Models with Stochastic Thresholds," IZA Discussion Papers 2940, Institute for the Study of Labor (IZA).
  3. Jeremiah Harris & Ralph Siebert, 2015. "Driven by the Discount Factor: Impact of Mergers on Market Performance in the Semiconductor Industry," CESifo Working Paper Series 5199, CESifo Group Munich.
  4. Cunha, Flavio & Heckman, James J., 2007. "Identifying and Estimating the Distributions of Ex Post and Ex Ante Returns to Schooling," Labour Economics, Elsevier, vol. 14(6), pages 870-893, December.
  5. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
  6. Sergio, Urzúa, 2012. "La rentabilidad de la educación superior en Chile: revisión de las bases de 30 años de políticas públicas," Estudios Públicos, Centro de Estudios Públicos, vol. 0(125), pages 2-52.
  7. Eid, Jean & Overman, Henry G & Puga, Diego & Turner, Matthew A, 2007. "Fat City: Questioning the Relationship Between Urban Sprawl and Obesity," CEPR Discussion Papers 6191, C.E.P.R. Discussion Papers.
  8. Sianesi, Barbara, 2017. "Evidence of randomisation bias in a large-scale social experiment: The case of ERA," Journal of Econometrics, Elsevier, vol. 198(1), pages 41-64.
  9. Tannistra Banerjee & Stephen Martin, 2015. "Pharmaceutical Regulation and Innovative Performance: A Decision‐theoretic Model," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 36(3), pages 177-190, 04.
  10. Lorenzo Almada & Ian McCarthy & Rusty Tchernis, 2016. "What Can We Learn about the Effects of Food Stamps on Obesity in the Presence of Misreporting?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 997-1017.
  11. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," NBER Working Papers 12006, National Bureau of Economic Research, Inc.
  12. Barron, Manuel & Torero, Maximo, 2015. "Fixed Costs, Spillovers, and Adoption of Electric Connections," MPRA Paper 63804, University Library of Munich, Germany.
  13. Rasmus Landersø & Helena Skyt Nielsen & Marianne Simonsen, 2013. "School Starting Age and Crime," Study Papers 58, Rockwool Foundation Research Unit.
  14. Wagstaff, Adam, 2008. "Fungibility and the Impact of Development Assistance: Evidence from Vietnam's Health Sector," Policy Research Working Paper Series 4800, The World Bank.
  15. 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.
  16. Aliprantis, Dionissi, 2012. "Assessing the evidence on neighborhood effects from Moving to Opportunity," Working Paper 1122R, Federal Reserve Bank of Cleveland, revised 30 Dec 2012.
  17. Schennach, Susanne & White, Halbert & Chalak, Karim, 2012. "Local indirect least squares and average marginal effects in nonseparable structural systems," Journal of Econometrics, Elsevier, vol. 166(2), pages 282-302.
  18. Isaiah Andrews & Timothy B. Armstrong, 2015. "Unbiased Instrumental Variables Estimation under Known First-Stage Sign," Cowles Foundation Discussion Papers 1984R, Cowles Foundation for Research in Economics, Yale University, revised Mar 2015.
  19. Klein, Tobias J., 2007. "College Education and Wages in the U.K.: Estimating Conditional Average Structural Functions in Nonadditive Models with Binary Endogenous Variables," IZA Discussion Papers 2761, Institute for the Study of Labor (IZA).
  20. Di Zeng & Jeffrey Alwang & George W. Norton & Bekele Shiferaw & Moti Jaleta & Chilot Yirga, 2015. "Ex post impacts of improved maize varieties on poverty in rural Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 515-526, 07.
  21. Attar, Itay & Cohen-Zada, Danny, 2017. "The Effect of School Entrance Age on Educational Outcomes: Evidence Using Multiple Cutoff Dates and Exact Date of Birth," IZA Discussion Papers 10568, Institute for the Study of Labor (IZA).
  22. Jorge Rodríguez & Sergio Urzúa & Loreto Reyes, 2016. "Heterogeneous Economic Returns to Post-Secondary Degrees: Evidence from Chile," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 416-460.
  23. Heckman, James J. & Urzúa, Sergio, 2010. "Comparing IV with structural models: What simple IV can and cannot identify," Journal of Econometrics, Elsevier, vol. 156(1), pages 27-37, May.
  24. Ervin Prifti & Daniela Vuri, 2012. "Employment Protection and Fertility: Evidence from the 1990 Italian Reform," CESifo Working Paper Series 3805, CESifo Group Munich.
  25. Heckman, James J. & Schmierer, Daniel, 2010. "Tests of hypotheses arising in the correlated random coefficient model," Economic Modelling, Elsevier, vol. 27(6), pages 1355-1367, November.
  26. Liran Einav & Amy Finkelstein & Stephen Ryan & Paul Schrimpf & Mark Cullen, 2011. "Selection on Moral Hazard in Health Insurance," Discussion Papers 10-027, Stanford Institute for Economic Policy Research.
  27. Lars J. Kirkebøen & Edwin Leuven & Magne Mogstad, 2015. "Field of study, earnings and self-selection," Discussion Papers 794, Statistics Norway, Research Department.
  28. Tansel, Aysit & Kan, Elif Oznur, 2012. "The formal/informal employment earnings gap: evidence from Turkey," MPRA Paper 38498, University Library of Munich, Germany.
  29. Maria Luisa Mancusi & Andrea Vezzulli, 2013. "R&D and Credit Rationing in SMEs," Working Papers Department of Economics 2013/12, ISEG - School of Economics and Management, Department of Economics, University of Lisbon.
  30. Andrén, Daniela & Granlund, David, 2010. ""Waiting for the other shoe to drop": waiting for health care and duration of sick leave," HUI Working Papers 40, HUI Research.
  31. Rojas, Eugenio & Sánchez, Rafael & Villena, Mauricio G., 2016. "Credit constraints in higher education in a context of unobserved heterogeneity," Economics of Education Review, Elsevier, vol. 52(C), pages 225-250.
  32. Ravallion, Martin & Chen, Shaohua, 2015. "Benefit incidence with incentive effects, measurement errors and latent heterogeneity: A case study for China," Journal of Public Economics, Elsevier, vol. 128(C), pages 124-132.
  33. Bleakley, Hoyt & Cowan, Kevin, 2010. "Maturity mismatch and financial crises: Evidence from emerging market corporations," Journal of Development Economics, Elsevier, vol. 93(2), pages 189-205, November.
  34. Nathaniel Baum-Snow & Fernando Ferreira, 2014. "Causal Inference in Urban and Regional Economics," NBER Working Papers 20535, National Bureau of Economic Research, Inc.
  35. Wang, Xiaojun & Fleisher, Belton M. & Li, Haizheng & Li, Shi, 2014. "Access to college and heterogeneous returns to education in China," Economics of Education Review, Elsevier, vol. 42(C), pages 78-92.
  36. Anirban Basu & James J. Heckman & Salvador Navarro-Lozano & Sergio Urzua, 2007. "Use of instrumental variables in the presence of heterogeneity and self-selection: An application in breast cancer patients," Health, Econometrics and Data Group (HEDG) Working Papers 07/07, HEDG, c/o Department of Economics, University of York.
  37. Basu, Anirban, 2015. "Welfare implications of learning through solicitation versus diversification in health care," Journal of Health Economics, Elsevier, vol. 42(C), pages 165-173.
  38. Berry, James & Fischer, Greg & Guiteras, Raymond, 2015. "Eliciting and Utilizing Willingness to Pay: Evidence from Field Trials in Northern Ghana," CEPR Discussion Papers 10703, C.E.P.R. Discussion Papers.
  39. Sang Yoon Lee & Yongseok Shin & Donghoon Lee, 2015. "The Option Value of Human Capital: Higher Education and Wage Inequality," NBER Working Papers 21724, National Bureau of Economic Research, Inc.
  40. S. Baert & B. Cockx, 2013. "Pure Ethnic Gaps in Educational Attainment and School to Work Transitions. When Do They Arise?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 13/832, Ghent University, Faculty of Economics and Business Administration.
  41. Isaiah Andrews & Timothy B. Armstrong, 2015. "Unbiased Instrumental Variables Estimation under Known First-Stage Sign," Cowles Foundation Discussion Papers 1984R2, Cowles Foundation for Research in Economics, Yale University, revised Sep 2015.
  42. Edwards, Ben & Fiorini, Mario & Stevens, Katrien & Taylor, Matthew, 2013. "Is Monotonicity in an IV and RD design testable? No, but you can still check it," Working Papers 2013-06, University of Sydney, School of Economics.
  43. Jaap Abbring & James Heckman, 2008. "Dynamic policy analysis," CeMMAP working papers CWP05/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  44. James J. Heckman, 2010. "Building Bridges between Structural and Program Evaluation Approaches to Evaluating Policy," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 356-398, June.
  45. Hiroyuki Kasahara & Katsumi Shimotsu, 2006. "Nonparametric Identification and Estimation of Finite Mixture Models of Dynamic Discrete Choices," UWO Department of Economics Working Papers 20065, University of Western Ontario, Department of Economics.
  46. Thomas Cornelissen & Christian Dustmann & Anna Christina Raute & Uta Schönberg, 2016. "From Late to MTE: Alternative Methods for the Evaluation of Policy Interventions," CESifo Working Paper Series 5987, CESifo Group Munich.
  47. Shalit, Haim, 2012. "Using OLS to test for normality," Statistics & Probability Letters, Elsevier, vol. 82(11), pages 2050-2058.
  48. John Engberg & Dennis Epple & Jason Imbrogno & Holger Sieg & Ron Zimmer, 2014. "Evaluating Education Programs That Have Lotteried Admission and Selective Attrition," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 27-63.
  49. Isaiah Andrews & Timothy B. Armstrong, 2015. "Unbiased Instrumental Variables Estimation under Known First-Stage Sign," Cowles Foundation Discussion Papers 1984, Cowles Foundation for Research in Economics, Yale University.
  50. Tannista Banerjee & Ralph Siebert, 2014. "The Impact of R&D Cooperations on Drug Variety Offered on the Market. Evidence from the Pharmaceutical Industry," CESifo Working Paper Series 4567, CESifo Group Munich.
  51. 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.
  52. repec:oxf:wpaper:2012-w09 is not listed on IDEAS
  53. James Heckman, 2008. "Econometric causality," CeMMAP working papers CWP01/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  54. Daunfeldt, Sven-Olov & Landström, Mats & Rudholm, Niklas, 2013. "Are Central Bank Independence Reforms Necessary for Achieving Low and Stable Inflation?," HUI Working Papers 95, HUI Research.
  55. Guido Imbens & Jeffrey Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  56. Yitzhaki, Shlomo & Schechtman, Edna, 2012. "Identifying monotonic and non-monotonic relationships," Economics Letters, Elsevier, vol. 116(1), pages 23-25.
  57. Muehlenbachs, Lucija & Staubli, Stefan & Cohen, Mark A., 2013. "The Effect of Inspector Group Size and Familiarity on Enforcement and Deterrence," Discussion Papers dp-13-36, Resources For the Future.
  58. Murgai, Rinku & Ravallion, Martin & van de Walle, Dominique, 2013. "Is workfare cost-effective against poverty in a poor labor-surplus economy?," Policy Research Working Paper Series 6673, The World Bank.
  59. Lewbel, Arthur & Yang, Thomas Tao, 2016. "Identifying the average treatment effect in ordered treatment models without unconfoundedness," Journal of Econometrics, Elsevier, vol. 195(1), pages 1-22.
  60. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
  61. Flavio Cunha & James J. Heckman & Salvador Navarro, 2007. "The Identification & Economic Content of Ordered Choice Models with Stochastic Thresholds," Working Papers 200726, Geary Institute, University College Dublin.
  62. Marcelo OLARREAGA & Stephan SPERLICH & Virginie TRACHSEL, 2017. "Export Promotion: what works?," Working Papers P184, FERDI.
  63. Martin Ravallion, 2015. "Inequality when effort matters," Working Papers 367, ECINEQ, Society for the Study of Economic Inequality.
  64. Heckman, James J. & Urzua, Sergio & Vytlacil, Edward, 2008. "Instrumental Variables in Models with Multiple Outcomes: The General Unordered Case," IZA Discussion Papers 3565, Institute for the Study of Labor (IZA).
  65. Karim Chalak & Halbert White, 2007. "An Extended Class of Instrumental Variables for the Estimation of Causal Effects," Boston College Working Papers in Economics 692, Boston College Department of Economics, revised 30 Nov 2009.
  66. Kevin Lang & Rashmi Barua, 2010. "School Entry, Educational Attainment and Quarter of Birth: A Cautionary Tale of LATE," Boston University - Department of Economics - Working Papers Series WP2010-019, Boston University - Department of Economics.
  67. Ravallion, Martin, 2011. "On the implications of essential heterogeneity for estimating causal impacts using social experiments," Policy Research Working Paper Series 5804, The World Bank.
  68. McKenzie, David, 2009. "Impact assessments in finance and private sector development : what have we learned and what should we learn ?," Policy Research Working Paper Series 4944, The World Bank.
  69. Deon Filmer & Norbert Schady, 2014. "The Medium-Term Effects of Scholarships in a Low-Income Country," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 663-694.
  70. Eyal, Yonatan & Beenstock, Michael, 2008. "Sign reversal in LIVE treatment effect estimates: The effect of vocational training on unemployment duration," Labour Economics, Elsevier, vol. 15(5), pages 1102-1125, October.
  71. Ravallion, Martin & Chen, Shaohua, 2013. "Benefit incidence with incentive effects, measurement errors and latent heterogeneity," Policy Research Working Paper Series 6573, The World Bank.
  72. James J. Heckman & Stefano Mosso, 2014. "The Economics of Human Development and Social Mobility," Working Papers 2014-004, Human Capital and Economic Opportunity Working Group.
  73. Michael Rosholm & Jonas Staghøj & Michael Svarer, 2007. "A Statistical Programme Assignment Model," Economics Working Papers 2007-16, Department of Economics and Business Economics, Aarhus University.
  74. Cadot, Olivier & Fernandes, Ana M. & Gourdon, Julien & Mattoo, Aaditya, 2011. "Impact evaluation of trade interventions : paving the way," Policy Research Working Paper Series 5877, The World Bank.
  75. James J. Heckman & Daniel A. Schmierer & Sergio S. Urzua, 2009. "Testing the Correlated Random Coefficient Model," NBER Working Papers 15463, National Bureau of Economic Research, Inc.
  76. Gustavo J. Bobonis, 2009. "Is the Allocation of Resources within the Household Efficient? New Evidence from a Randomized Experiment," Journal of Political Economy, University of Chicago Press, vol. 117(3), pages 453-503, 06.
  77. Dionissi Aliprantis, 2012. "When should children start school?," Working Paper 1126, Federal Reserve Bank of Cleveland.
  78. Carneiro, Pedro & Lee, Sokbae, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," Journal of Econometrics, Elsevier, vol. 149(2), pages 191-208, April.
  79. Juanna Joensen, 2012. "Math and Gender: What if Girls Do Math?," 2012 Meeting Papers 992, Society for Economic Dynamics.
  80. Kuehnle, Daniel & Oberfichtner, Michael, 2017. "Does early child care attendance influence children's cognitive and non-cognitive skill development?," Discussion Papers 100, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
  81. Dionissi Aliprantis & Francisca Richter, 2012. "Local average neighborhood effects from moving to opportunity," Working Paper 1208, Federal Reserve Bank of Cleveland.
  82. Marco Di Cintio & Emanuele Grassi, 2016. "The returns to temporary migration: The case of Italian Ph.D.s," EERI Research Paper Series EERI RP 2016/15, Economics and Econometrics Research Institute (EERI), Brussels.
  83. Kamhöfer, Daniel A. & Schmitz, Hendrik & Westphal, Matthias, 2015. "Heterogeneity in marginal non-monetary returns to higher education," Ruhr Economic Papers 591, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  84. David Granlund, 2010. "The effect of health care expenditure on sickness absence," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(6), pages 555-568, December.
  85. Słoczyński, Tymon, 2012. "New Evidence on Linear Regression and Treatment Effect Heterogeneity," MPRA Paper 39524, University Library of Munich, Germany.
  86. Jane Cooley Fruehwirth & Salvador Navarro & Yuya Takahashi, 2011. "How The Timing of Grade Retention Affects Outcomes: Identification and Estimation of Time-Varying Treatment Effects," Working Papers 2011-015, Human Capital and Economic Opportunity Working Group.
  87. Lisa J. Dettling, 2013. "Broadband in the labor market: The impact of residential high speed internet on married women's labor force participation," Finance and Economics Discussion Series 2013-65, Board of Governors of the Federal Reserve System (U.S.).
  88. Robert Moffit, 2007. "Estimating Marginal Treatment Effects in Heterogeneous Populations," Economics Working Paper Archive 539, The Johns Hopkins University,Department of Economics.
  89. Isaiah Andrews & Timothy B. Armstrong, 2015. "Unbiased Instrumental Variables Estimation under Known First-Stage Sign," Cowles Foundation Discussion Papers 1984R4, Cowles Foundation for Research in Economics, Yale University, revised Apr 2016.
  90. Juyoung Cheong & Do Won Kwak & Kam Ki Tang, 2013. "Heterogeneous effects of preferential trade agreements: How does partner similarity matter?," Discussion Papers Series 490, School of Economics, University of Queensland, Australia.
  91. Gelo, Dambala & Muchapondwa, Edwin & Koch, Steven F., 2016. "Decentralization, market integration and efficiency-equity trade-offs: Evidence from Joint Forest Management in Ethiopian villages," Journal of Forest Economics, Elsevier, vol. 22(C), pages 1-23.
  92. Chrysanthou, Georgios Marios, 2014. "Heterogeneity, Endogeneity, Measurement Error and Identification of the Union Wage Impact," QM&ET Working Papers 14-4, University of Alicante, D. Quantitative Methods and Economic Theory, revised 10 Jun 2014.
  93. Giovanni Cerulli & Bianca Poti', 2008. "Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey," CERIS Working Paper 200809, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  94. Katja Kaufmann, 2008. "Understanding the Income Gradient in College Attendance in Mexico: The Role of Heterogeneity in Expected Returns to College," Discussion Papers 07-040, Stanford Institute for Economic Policy Research.
  95. Eric French & Jae Song, 2012. "The effect of Disability Insurance receipt on labor supply: a dynamic analysis," Working Paper Series WP-2012-12, Federal Reserve Bank of Chicago.
  96. Susanne Schennach & Halbert White & Karim Chalak, 2007. "Estimating average marginal effects in nonseparable structural systems," CeMMAP working papers CWP31/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  97. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory, 2016. "Dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 191(2), pages 276-292.
  98. Granlund, David & Chuc, Nguyen T. & Phuc, Ho D. & Lindholm, Lars, 2010. "Inequality in mortality in Vietnam during a period of rapid transition," Social Science & Medicine, Elsevier, vol. 70(2), pages 232-239, January.
  99. Anirban Basu, 2012. "Estimating Person-Centered Treatment (PeT) Effects Using Instrumental Variables," NBER Working Papers 18056, National Bureau of Economic Research, Inc.
  100. M. Christopher Auld, 2012. "Using Observational Data to Identify the Causal Effects of Health-related Behaviour," Chapters, in: The Elgar Companion to Health Economics, Second Edition, chapter 4 Edward Elgar Publishing.
  101. James J. Heckman & Salvador Navarro, 2005. "Dynamic Discrete Choice and Dynamic Treatment Effects," NBER Technical Working Papers 0316, National Bureau of Economic Research, Inc.
  102. Hunt Allcott, 2012. "Site Selection Bias in Program Evaluation," NBER Working Papers 18373, National Bureau of Economic Research, Inc.
  103. Natalia Kyui, 2013. "Expansion of Higher Education, Employment and Wages: Evidence from the Russian Transition," Staff Working Papers 13-45, Bank of Canada.
  104. William N. Evans & Craig Garthwaite, 2012. "Estimating Heterogeneity in the Benefits of Medical Treatment Intensity," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 635-649, August.
  105. Naomi E. Feldman & Peter Katuscak & Laura Kawano, 2013. "Taxpayer confusion over predictable tax liability changes: evidence from the Child Tax Credit," Finance and Economics Discussion Series 2013-66, Board of Governors of the Federal Reserve System (U.S.).
  106. Björklund, Anders & Ginther, Donna K. & Sundström, Marianne, 2010. "Does Marriage Matter for Children? Assessing the Impact of Legal Marriage in Sweden," Working Paper Series 3/2010, Swedish Institute for Social Research.
  107. John DiNardo & David S. Lee, 2010. "Program Evaluation and Research Designs," Working Papers 1228, Princeton University, Department of Economics, Industrial Relations Section..
  108. Dionissi Aliprantis, 2013. "Covariates and causal effects: the problem of context," Working Paper 1310, Federal Reserve Bank of Cleveland.
  109. Griffen, Andrew S., 2016. "Height and calories in early childhood," Economics & Human Biology, Elsevier, vol. 20(C), pages 55-69.
  110. Edna Schechtman & Shlomo Yitzhaki & Taina Pudalov, 2011. "Gini’s multiple regressions: two approaches and their interaction," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(1), pages 67-99.
  111. Philipp Eisenhauer & James J. Heckman & Edward Vytlacil, 2015. "The Generalized Roy Model and the Cost-Benefit Analysis of Social Programs," Journal of Political Economy, University of Chicago Press, vol. 123(2), pages 413-443.
  112. Huergo, Elena & Trenado, Mayte & Ubierna, Andrés, 2016. "The impact of public support on firm propensity to engage in R&D: Spanish experience," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 206-219.
  113. Lídia Farré & Roger Klein & Francis Vella, 2013. "A parametric control function approach to estimating the returns to schooling in the absence of exclusion restrictions: an application to the NLSY," Empirical Economics, Springer, vol. 44(1), pages 111-133, February.
  114. Angus Deaton, 2009. "Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development," Working Papers 1128, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
  115. Lee, Jinhyun, 2013. "Sharp Bounds on Heterogeneous Individual Treatment Responses," SIRE Discussion Papers 2013-89, Scottish Institute for Research in Economics (SIRE).
  116. Jörg L. Spenkuch, 2014. "Understanding the Impact of Immigration on Crime," American Law and Economics Review, Oxford University Press, vol. 16(1), pages 177-219.
  117. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
  118. Anning Hu, 2015. "The Changing Happiness-Enhancing Effect of a College Degree Under Higher Education Expansion: Evidence from China," Journal of Happiness Studies, Springer, vol. 16(3), pages 669-685, June.
  119. Cáceres-Delpiano, Julio & Simonsen, Marianne, 2012. "The toll of fertility on mothers’ wellbeing," Journal of Health Economics, Elsevier, vol. 31(5), pages 752-766.
  120. Jennifer Kane & S. Morgan & Kathleen Harris & David Guilkey, 2013. "The Educational Consequences of Teen Childbearing," Demography, Springer;Population Association of America (PAA), vol. 50(6), pages 2129-2150, December.
  121. Takalo, Tuomas & Tanayama, Tanja & Toivanen, Otto, 2008. "Evaluating innovation policy : a structural treatment effect model of R&D subsidies," Research Discussion Papers 7/2008, Bank of Finland.
  122. 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).
  123. Amitabh Chandra & Douglas O. Staiger, 2010. "Identifying Provider Prejudice in Healthcare," NBER Working Papers 16382, National Bureau of Economic Research, Inc.
  124. Jennie Brand & Dwight Davis, 2011. "The Impact of College Education on Fertility: Evidence for Heterogeneous Effects," Demography, Springer;Population Association of America (PAA), vol. 48(3), pages 863-887, August.
  125. Christian Belzil & J. Hansen, 2010. "The distinction between dictatorial and incentive policy interventions and its implication for IV estimation," Working Papers hal-00463877, HAL.
  126. Ayyagari, Meghana & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2010. "Are innovating firms victims or perpetrators ? tax evasion, bribe payments, and the role of external finance in developing countries," Policy Research Working Paper Series 5389, The World Bank.
  127. Granlund , David & Chuc , NT & Phuc , HD & Lindholm, Lars, 2008. "Inequality in mortality in Vietnam: unravel the causes," Umeå Economic Studies 751, Umeå University, Department of Economics.
  128. Julio Cáceres-Delpiano, 2011. "Is there a cost associated with an increase in family size beyond child investment? Evidence from developing countries," Working Papers 1117, Banco de España;Working Papers Homepage.
  129. Anirban Basu, 2014. "Welfare Implications of Learning Through Solicitation versus Diversification in Health Care," NBER Working Papers 20376, National Bureau of Economic Research, Inc.
  130. H. Evans & A. Basu, 2011. "Exploring comparative effect heterogeneity with instrumental variables: prehospital intubation and mortality," Health, Econometrics and Data Group (HEDG) Working Papers 11/26, HEDG, c/o Department of Economics, University of York.
  131. Joseph P. Kaboski & Robert M. Townsend, 2011. "A Structural Evaluation of a Large‐Scale Quasi‐Experimental Microfinance Initiative," Econometrica, Econometric Society, vol. 79(5), pages 1357-1406, 09.
  132. Granlund, David, 2007. "The effect of health care expenditure on sickness absence," Umeå Economic Studies 701, Umeå University, Department of Economics, revised 13 Apr 2007.
  133. Amann, R. & Klein, T.J., 2011. "Returns to Type or Tenure?," Discussion Paper 2011-001, Tilburg University, Center for Economic Research.
  134. Chuang, Yih-chyi & Lai, Wei-wen, 2010. "Heterogeneity, comparative advantage, and return to education: The case of Taiwan," Economics of Education Review, Elsevier, vol. 29(5), pages 804-812, October.
  135. Giovanni Cerulli & Bianca Potì, 2012. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: the Italian case," Prometheus, Taylor & Francis Journals, vol. 30(1), pages 113-149, March.
  136. P. G. Lovaglio & S. Verzillo, 2016. "Heterogeneous economic returns to higher education: evidence from Italy," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(2), pages 791-822, March.
  137. Jinhyun Lee, "undated". "Sharp Bounds on Heterogeneous Individual Treatment Responses," Discussion Paper Series, Department of Economics 201310, Department of Economics, University of St. Andrews.
  138. Klein, Tobias J., 2007. "Heterogeneous Treatment Effects: Instrumental Variables without Monotonicity?," IZA Discussion Papers 2738, Institute for the Study of Labor (IZA).
  139. Robert Moffitt, 2007. "Estimating Marginal Returns to Higher Education in the UK," NBER Working Papers 13534, National Bureau of Economic Research, Inc.
  140. Chris Elbers & Jan Willem Gunning, 2009. "Evaluation of Development Policy: Treatment versus Program Effects," Tinbergen Institute Discussion Papers 09-073/2, Tinbergen Institute.
  141. Shinohara Russell T. & Frangakis Constantine E. & Platz Elizabeth & Tsilidis Konstantinos, 2012. "Designs Combining Instrumental Variables with Case-Control: Estimating Principal Strata Causal Effects," The International Journal of Biostatistics, De Gruyter, vol. 8(1), pages 1-21, January.
  142. Adriano Paggiaro, 2013. "How do immigrants fare during the downturn? Evidence from matching comparable natives," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 28(8), pages 229-258, February.
  143. 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.
  144. Nicole Maestas & Kathleen J. Mullen & Alexander Strand, 2013. "Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt," American Economic Review, American Economic Association, vol. 103(5), pages 1797-1829, August.
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