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

by James J. Heckman & Sergio Urzua & Edward J. Vytlacil

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  1. Avner Ahituv & Robert Lerman, 2011. "Job turnover, wage rates, and marital stability: How are they related?," Review of Economics of the Household, Springer, vol. 9(2), pages 221-249, June.
  2. 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 356-98, June.
  3. Heckman, James J. & Schmierer, Daniel, 2010. "Tests of Hypotheses Arising in the Correlated Random Coefficient Model," IZA Discussion Papers 5205, Institute for the Study of Labor (IZA).
  4. Amitabh Chandra & Douglas O. Staiger, 2010. "Identifying Provider Prejudice in Healthcare," NBER Working Papers 16382, National Bureau of Economic Research, Inc.
  5. 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.
  6. 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.
  7. Shalit, Haim, 2012. "Using OLS to test for normality," Statistics & Probability Letters, Elsevier, vol. 82(11), pages 2050-2058.
  8. 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.
  9. 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).
  10. Flavio Cunha & James J. Heckman & Salvador Navarro, 2007. "The Identification And Economic Content Of Ordered Choice Models With Stochastic Thresholds," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1273-1309, November.
  11. Susanne Schennach & Halbert White & Karim Chalak, 2007. "Local Indirect Least Squares and Average Marginal Effects in Nonseparable Structural Systems," Boston College Working Papers in Economics 680, Boston College Department of Economics, revised 26 Dec 2009.
  12. Robert M. Townsend & Joseph P. Kaboski, 2009. "A Structural Evaluation of a Large-Scale Quasi-Experimental Microfinance Initiative," 2009 Meeting Papers 717, Society for Economic Dynamics.
  13. Tansel, Aysit & Kan, Elif Oznur, 2012. "The formal/informal employment earnings gap: evidence from Turkey," MPRA Paper 38498, University Library of Munich, Germany.
  14. Mario Fiorini & Michael P. Keane, 2013. "How the Allocation of Children’s Time Affects Cognitive and Non-Cognitive Development," Working Paper Series 4, Economics Discipline Group, UTS Business School, University of Technology, Sydney.
  15. 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).
  16. 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.
  17. 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.
  18. 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.
  19. Jane Cooley Fruehwirth & Salvador Navarro & Yuya Takahashi, 2011. "How the Timing of Grade Retention Affects Outcomes: Identification and Estimation of Time-Varying Treatment Effects," University of Western Ontario, CIBC Centre for Human Capital and Productivity Working Papers 20117, University of Western Ontario, CIBC Centre for Human Capital and Productivity.
  20. Heckman, James J. & Schmierer, Daniel & Urzua, Sergio, 2009. "Testing the Correlated Random Coefficient Model," IZA Discussion Papers 4525, Institute for the Study of Labor (IZA).
  21. Nicole Maestas & Kathleen Mullen & Alexander Strand, 2012. "Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt," Working Papers wp241, University of Michigan, Michigan Retirement Research Center.
  22. 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.
  23. Heckman, James J. & Mosso, Stefano, 2014. "The Economics of Human Development and Social Mobility," IZA Discussion Papers 8000, Institute for the Study of Labor (IZA).
  24. 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.).
  25. Bleakley, Hoyt C & Cowan, Kevin, 2004. "Maturity Mismatch and Financial Crises: Evidence from Emerging Market Corporations," University of California at San Diego, Economics Working Paper Series qt96r800f1, Department of Economics, UC San Diego.
  26. Mogstad, Magne & Wiswall, Matthew, 2010. "Instrumental Variables Estimation with Partially Missing Instruments," IZA Discussion Papers 4689, Institute for the Study of Labor (IZA).
  27. Dionissi Aliprantis, 2011. "Assessing the evidence on neighborhood effects from moving to opportunity," Working Paper 1122, Federal Reserve Bank of Cleveland.
  28. Baert, Stijn & Cockx, Bart, 2013. "Pure ethnic gaps in educational attainment and school to work transitions: When do they arise?," Economics of Education Review, Elsevier, vol. 36(C), pages 276-294.
  29. 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.
  30. 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.
  31. Ravallion, Martin & Chen, Shaohua, 2013. "Benefit incidence with incentive effects, measurement errors and latent heterogeneity," Policy Research Working Paper Series 6573, The World Bank.
  32. Natalia Kyui, 2013. "Expansion of Higher Education, Employment and Wages: Evidence from the Russian Transition," Working Papers 13-45, Bank of Canada.
  33. Prifti, Ervin & Vuri, Daniela, 2013. "Employment protection and fertility: Evidence from the 1990 Italian reform," Labour Economics, Elsevier, vol. 23(C), pages 77-88.
  34. Robert Moffit, 2007. "Estimating Marginal Treatment Effects in Heterogeneous Populations," Economics Working Paper Archive 539, The Johns Hopkins University,Department of Economics.
  35. Amann, Roland A. & Klein, Tobias J., 2007. "Returns to Type or Tenure?," IZA Discussion Papers 2773, Institute for the Study of Labor (IZA).
  36. Ayako Wakano & Hiroyuki Yamada & Daichi Shimamoto, 2014. "Does the heterogeneity of project implementers affect the program participation of beneficiaries? : Evidence from rural Cambodia," Discussion Papers in Economics and Business 14-21, Osaka University, Graduate School of Economics and Osaka School of International Public Policy (OSIPP).
  37. 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.
  38. Dionissi Aliprantis, 2013. "Covariates and causal effects: the problem of context," Working Paper 1310, Federal Reserve Bank of Cleveland.
  39. Klein, Tobias J., 2007. "Heterogeneous Treatment Effects: Instrumental Variables without Monotonicity?," IZA Discussion Papers 2738, Institute for the Study of Labor (IZA).
  40. Julio Cáceres-Delpiano & Marianne Simonsen, 2010. "The toll of fertility on mothers’ wellb," Economics Working Papers we100603, Universidad Carlos III, Departamento de Economía.
  41. David Granlund, 2010. "The effect of health care expenditure on sickness absence," The European Journal of Health Economics, Springer, vol. 11(6), pages 555-568, December.
  42. Giovanni Cerulli, 2008. "Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues," CERIS Working Paper 200803, Institute for Economic Research on Firms and Growth - Moncalieri (TO).
  43. Dionissi Aliprantis, 2012. "When should children start school?," Working Paper 1126, Federal Reserve Bank of Cleveland.
  44. Liran Einav & Amy Finkelstein & Stephen P. Ryan & Paul Schrimpf & Mark R. Cullen, 2011. "Selection on Moral Hazard in Health Insurance," NBER Working Papers 16969, National Bureau of Economic Research, Inc.
  45. Spenkuch, Jörg L., 2010. "Understanding the Impact of Immigration on Crime," MPRA Paper 22864, University Library of Munich, Germany.
  46. Heckman, James J. & Urzua, Sergio, 2009. "Comparing IV with Structural Models: What Simple IV Can and Cannot Identify," IZA Discussion Papers 3980, Institute for the Study of Labor (IZA).
  47. Jennifer Kane & S. Morgan & Kathleen Harris & David Guilkey, 2013. "The Educational Consequences of Teen Childbearing," Demography, Springer, vol. 50(6), pages 2129-2150, December.
  48. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
  49. Belton Fleisher & Xiaojun Wang & Haizheng Li & Shi Li, 2009. "Access to Higher Education and Inequality: The Chinese Experiment," Working Papers 09-02, Ohio State University, Department of Economics.
  50. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-81, October.
  51. Andrén, Daniela & Granlund, David, 2010. ""Waiting for the Other Shoe to Drop": Waiting for Health Care and Duration of Sick Leave," Working Papers 2010:8, Örebro University, School of Business.
  52. 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.
  53. 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.
  54. Rashmi Barua & Kevin Lang, 2009. "School Entry, Educational Attainment and Quarter of Birth: A Cautionary Tale of LATE," NBER Working Papers 15236, National Bureau of Economic Research, Inc.
  55. 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.
  56. Zeng, Di & Alwang, Jeffrey & Norton, George & Shiferaw, Bekele & Jaleta, Moti & Yirga, Chilot, 2013. "Ex-Post Impacts of Improved Maize Varieties on Poverty in Rural Ethiopia," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 149823, Agricultural and Applied Economics Association.
  57. Daunfeldt, Sve-Olov & Landström, Mats & Rudholm, Niklas, 2013. "Are Central Bank Independence Reforms Necessary for Achieving Low and Stable Inflation?," UmeÃ¥ Economic Studies 863, Umeå University, Department of Economics.
  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. Staghøj, Jonas & Svarer, Michael & Rosholm, Michael, 2007. "A Statistical Programme Assignment Model," IZA Discussion Papers 3165, Institute for the Study of Labor (IZA).
  60. 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).
  61. 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.
  62. Klein, T.J., 2009. "College Education and Wages in the U.K.: Estimating Conditional Average Structural Functions in Nonadditive Models with Binary Endogenous Variables," Discussion Paper 2009-88, Tilburg University, Center for Economic Research.
  63. James J. Heckman & Petra E. Todd, 2009. "A Note on Adapting Propensity Score Matching and Selection Models to Choice Based Samples," NBER Working Papers 15179, National Bureau of Economic Research, Inc.
  64. Yitzhaki, Shlomo & Schechtman, Edna, 2012. "Identifying monotonic and non-monotonic relationships," Economics Letters, Elsevier, vol. 116(1), pages 23-25.
  65. Halbert White & Karim Chalak, 2008. "Identifying Structural Effects in Nonseparable Systems Using Covariates," Boston College Working Papers in Economics 734, Boston College Department of Economics.
  66. James J. Heckman & Salvador Navarro, 2005. "Dynamic Discrete Choice and Dynamic Treatment Effects," NBER Technical Working Papers 0316, National Bureau of Economic Research, Inc.
  67. Huergo, E. & Trenado, Mayte / M. & Ubierna, Andrés / A., 2013. "Impact of low-interest credits on business R&D expenditures: Spanish firms and CDTI loans for R&D projects," MPRA Paper 44221, University Library of Munich, Germany.
  68. 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.).
  69. Granlund , David & Chuc , NT & Phuc , HD & Lindholm, Lars, 2008. "Inequality in mortality in Vietnam: unravel the causes," UmeÃ¥ Economic Studies 751, Umeå University, Department of Economics.
  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. 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.
  72. Jaap Abbring & James Heckman, 2008. "Dynamic policy analysis," CeMMAP working papers CWP05/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  73. Granlund, David, 2007. "The effect of health care expenditure on sickness absence," UmeÃ¥ Economic Studies 701, Umeå University, Department of Economics, revised 13 Apr 2007.
  74. 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.
  75. Robert Moffitt, 2007. "Estimating Marginal Returns to Higher Education in the UK," NBER Working Papers 13534, National Bureau of Economic Research, Inc.
  76. Giovanni Cerulli & Bianca Potì, 2010. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case," Working Papers 10, Doctoral School of Economics, Sapienza University of Rome, revised 2010.
  77. Christian Belzil & J. Hansen, 2010. "The distinction between dictatorial and incentive policy interventions and its implication for IV estimation," Working Papers hal-00463877, HAL.
  78. 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.
  79. 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.
  80. 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.
  81. 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.
  82. Heckman, James J., 2008. "Econometric Causality," IZA Discussion Papers 3425, Institute for the Study of Labor (IZA).
  83. repec:idb:brikps:8378 is not listed on IDEAS
  84. Jennie Brand & Dwight Davis, 2011. "The Impact of College Education on Fertility: Evidence for Heterogeneous Effects," Demography, Springer, vol. 48(3), pages 863-887, August.
  85. 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.
  86. Tannista Banerjee & Stephen Martin, 2013. "Pharmaceutical regulation and innovative performance: a decision-theoretic model," Auburn Economics Working Paper Series auwp2013-21, Department of Economics, Auburn University.
  87. Julio Cáceres-Delpiano, 2012. "Can We Still Learn Something From the Relationship Between Fertility and Mother’s Employment? Evidence From Developing Countries," Demography, Springer, vol. 49(1), pages 151-174, February.
  88. Julio Cáceres-Delpiano, 2011. "Is there a cost associated with an increase in family size beyond child investment? Evidence from developing countries," Banco de Espa�a Working Papers 1117, Banco de Espa�a.
  89. Ying-Ying Lee, 2014. "Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models," Economics Series Working Papers 706, University of Oxford, Department of Economics.
  90. Anirban Basu, 2012. "Estimating Person-Centered Treatment (PeT) Effects Using Instrumental Variables," NBER Working Papers 18056, National Bureau of Economic Research, Inc.
  91. Aughinbaugh, Alison, 2012. "The effects of high school math curriculum on college attendance: Evidence from the NLSY97," Economics of Education Review, Elsevier, vol. 31(6), pages 861-870.
  92. Jinhyun Lee, . "Sharp Bounds on Heterogeneous Individual Treatment Responses," Discussion Paper Series, Department of Economics 201310, Department of Economics, University of St. Andrews.
  93. Arthur Lewbel & Thomas Tao Yang, 2013. "Identifying the Average Treatment Effect in a Two Threshold Model," Boston College Working Papers in Economics 825, Boston College Department of Economics.
  94. 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 to treatments of breast cancer patients," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1133-1157.
  95. Juanna Joensen, 2012. "Math and Gender: What if Girls Do Math?," 2012 Meeting Papers 992, Society for Economic Dynamics.
  96. Walters, Lurleen M. & Emerson, Robert D. & Iwai, Nobuyuki, 2008. "Proposed Immigration Policy Reform & Farm Labor Market Outcomes," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6285, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  97. 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.
  98. repec:dgr:uvatin:2009073 is not listed on IDEAS
  99. 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.
  100. 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.
  101. Eid, Jean & Overman, Henry G. & Puga, Diego & Turner, Matthew A., 2008. "Fat city: Questioning the relationship between urban sprawl and obesity," Journal of Urban Economics, Elsevier, vol. 63(2), pages 385-404, March.
  102. 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.
  103. Dai, Xianhua & Heckman, James J., 2013. "Older siblings' contributions to young child's cognitive skills," Economic Modelling, Elsevier, vol. 35(C), pages 235-248.
  104. Hunt Allcott, 2012. "Site Selection Bias in Program Evaluation," NBER Working Papers 18373, National Bureau of Economic Research, Inc.
  105. Juanna Schrøter Joensen & Helena Skyt Nielsen, 2013. "Math and Gender: Is Math a Route to a High-Powered Career?," Economics Working Papers 2013-01, School of Economics and Management, University of Aarhus.
  106. Gregory Fischer & James Berry & Raymond Guiteras, 2012. "Eliciting and utilizing willingness to pay: evidence from field trials in Northern Ghana," LSE Research Online Documents on Economics 47913, London School of Economics and Political Science, LSE Library.
  107. Dionissi Aliprantis & Francisca G.-C. Richter, 2012. "Local average neighborhood effects from moving to opportunity," Working Paper 1208, Federal Reserve Bank of Cleveland.
  108. 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.