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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. 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.
  2. 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.
  3. James Heckman, 2008. "Econometric causality," CeMMAP working papers CWP01/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  4. Sergio Urzua & James J. Heckman, 2009. "Comparing IV with Structural Models: What Simple IV Can and Cannot Identify," Working Papers 200906, Geary Institute, University College Dublin.
  5. James J. HECKMAN & Sergio URZUA & Edward VYTLACIL, 2008. "Instrumental Variables in Models with Multiple Outcomes: The General Unordered Case," Annales d'Economie et de Statistique, ENSAE, issue 91-92, pages 151-174.
  6. 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.
  7. Tansel, Aysit & Kan, Elif Oznur, 2012. "The formal/informal employment earnings gap: evidence from Turkey," MPRA Paper 38498, University Library of Munich, Germany.
  8. 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.
  9. Heckman, James J. & Schmierer, Daniel & Urzua, Sergio, 2010. "Testing the correlated random coefficient model," Journal of Econometrics, Elsevier, vol. 158(2), pages 177-203, October.
  10. 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.
  11. Baert, Stijn & Cockx, Bart, 2013. "Pure Ethnic Gaps in Educational Attainment and School to Work Transitions: When Do They Arise?," IZA Discussion Papers 7262, Institute for the Study of Labor (IZA).
  12. 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).
  13. 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.
  14. 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.
  15. Amann, R. & Klein, T.J., 2011. "Returns to Type or Tenure?," Discussion Paper 2011-001, Tilburg University, Center for Economic Research.
  16. 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.
  17. Farré, Lídia & Klein, Roger & Vella, Francis, 2010. "A Parametric Control Function Approach to Estimating the Returns to Schooling in the Absence of Exclusion Restrictions: An Application to the NLSY," IZA Discussion Papers 4935, Institute for the Study of Labor (IZA).
  18. 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.
  19. 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).
  20. Shalit, Haim, 2012. "Using OLS to test for normality," Statistics & Probability Letters, Elsevier, vol. 82(11), pages 2050-2058.
  21. 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.
  22. 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).
  23. 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.
  24. Ervin Prifti & Daniela Vuri, 2012. "Employment Protection and Fertility: Evidence from the 1990 Italian Reform," CEIS Research Paper 236, Tor Vergata University, CEIS, revised 15 Apr 2013.
  25. Amitabh Chandra & Douglas O. Staiger, 2010. "Identifying Provider Prejudice in Healthcare," NBER Working Papers 16382, National Bureau of Economic Research, Inc.
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. Robert Moffitt, 2007. "Estimating Marginal Returns to Higher Education in the UK," NBER Working Papers 13534, National Bureau of Economic Research, Inc.
  32. 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.
  33. 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.
  34. 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.
  35. Yitzhaki, Shlomo & Schechtman, Edna, 2012. "Identifying monotonic and non-monotonic relationships," Economics Letters, Elsevier, vol. 116(1), pages 23-25.
  36. Hiroyuki Kasahara & Katsumi Shimotsu, 2006. "Nonparametric Identification and Estimation of Finite Mixture Models of Dynamic Discrete Choices," Working Papers 1092, Queen's University, Department of Economics.
  37. Christian Belzil & J. Hansen, 2010. "The distinction between dictatorial and incentive policy interventions and its implication for IV estimation," Working Papers hal-00463877, HAL.
  38. 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).
  39. Wang, Xiaojun & Fleisher, Belton M. & Li, Haizheng & Li, Shi, 2007. "Access to Higher Education and Inequality: The Chinese Experiment," IZA Discussion Papers 2823, Institute for the Study of Labor (IZA).
  40. Guido M. Imbens & Jeffrey M. Wooldridge, 2008. "Recent Developments in the Econometrics of Program Evaluation," NBER Working Papers 14251, National Bureau of Economic Research, Inc.
  41. 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.
  42. 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.
  43. Michael Keane & Mario Fiorini, 2012. "How the Allocation of Children's Time Affects Cognitive and Non-Cognitive Development," Economics Series Working Papers 2012-W09, University of Oxford, Department of Economics.
  44. Klein, T.J., 2008. "Heterogeneous Treatment Effects: Instrumental Variables Without Monotonicity?," Discussion Paper 2008-45, Tilburg University, Center for Economic Research.
  45. 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).
  46. 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.
  47. 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.
  48. 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.
  49. 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.
  50. 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).
  51. 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.
  52. repec:idb:brikps:8378 is not listed on IDEAS
  53. Heckman, James J. & Navarro, Salvador, 2005. "Dynamic Discrete Choice and Dynamic Treatment Effects," IZA Discussion Papers 1790, Institute for the Study of Labor (IZA).
  54. 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.
  55. repec:dgr:uvatin:2009073 is not listed on IDEAS
  56. 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.
  57. 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.
  58. 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).
  59. Muehlenbachs, Lucija & Staubli, Stefan & Cohen, Mark A., 2013. "The Effect of Inspector Group Size and Familiarity on Enforcement and Deterrence," IZA Discussion Papers 7876, Institute for the Study of Labor (IZA).
  60. Mogstad, M. & Wiswall, M., 2012. "Instrumental variables estimation with partially missing instruments," Economics Letters, Elsevier, vol. 114(2), pages 186-189.
  61. Julio Cáceres-Delpiano & Marianne Simonsen, 2010. "The toll of fertility on mothers’ wellb," Economics Working Papers we100603, Universidad Carlos III, Departamento de Economía.
  62. Michael Rosholm & Jonas Staghøj & Michael Svarer, 2007. "A Statistical Programme Assignment Model," Economics Working Papers 2007-16, School of Economics and Management, University of Aarhus.
  63. Dionissi Aliprantis, 2011. "Assessing the evidence on neighborhood effects from moving to opportunity," Working Paper 1122, Federal Reserve Bank of Cleveland.
  64. 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.
  65. 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.
  66. 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.
  67. Giovanni Cerulli & Bianca Pot�, 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.
  68. Juanna Joensen, 2012. "Math and Gender: What if Girls Do Math?," 2012 Meeting Papers 992, Society for Economic Dynamics.
  69. 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.
  70. 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.
  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. 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.
  73. 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).
  74. 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.
  75. Anirban Basu, 2012. "Estimating Person-Centered Treatment (PeT) Effects Using Instrumental Variables," NBER Working Papers 18056, National Bureau of Economic Research, Inc.
  76. 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.
  77. 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.
  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. Heckman, James J. & Todd, Petra E., 2009. "A Note on Adapting Propensity Score Matching and Selection Models to Choice Based Samples," IZA Discussion Papers 4304, Institute for the Study of Labor (IZA).
  80. 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.
  81. Dionissi Aliprantis & Francisca G.-C. Richter, 2012. "Local average neighborhood effects from moving to opportunity," Working Paper 1208, Federal Reserve Bank of Cleveland.
  82. 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.
  83. 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.).
  84. 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.
  85. 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.).
  86. 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.
  87. 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.
  88. 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.
  89. 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.
  90. Jennifer Kane & S. Morgan & Kathleen Harris & David Guilkey, 2013. "The Educational Consequences of Teen Childbearing," Demography, Springer, vol. 50(6), pages 2129-2150, December.
  91. Dai, Xianhua & Heckman, James J., 2013. "Older siblings' contributions to young child's cognitive skills," Economic Modelling, Elsevier, vol. 35(C), pages 235-248.
  92. Hunt Allcott, 2012. "Site Selection Bias in Program Evaluation," NBER Working Papers 18373, National Bureau of Economic Research, Inc.
  93. 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.
  94. Natalia Kyui, 2013. "Expansion of Higher Education, Employment and Wages: Evidence from the Russian Transition," Working Papers 13-45, Bank of Canada.
  95. Cadot, Olivier & Fernandes, Ana & Gourdon, Julien & Mattoo, Aaditya, 2011. "Impact Evaluation of Trade Interventions: Paving the Way," CEPR Discussion Papers 8638, C.E.P.R. Discussion Papers.
  96. 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.
  97. Robert Moffit, 2007. "Estimating Marginal Treatment Effects in Heterogeneous Populations," Economics Working Paper Archive 539, The Johns Hopkins University,Department of Economics.
  98. Jinhyun Lee, . "Sharp Bounds on Heterogeneous Individual Treatment Responses," Discussion Paper Series, Department of Economics 201310, Department of Economics, University of St. Andrews.
  99. 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.
  100. 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.
  101. Dionissi Aliprantis, 2012. "When should children start school?," Working Paper 1126, Federal Reserve Bank of Cleveland.
  102. 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.
  103. 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.
  104. 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.
  105. Spenkuch, Jörg L., 2010. "Understanding the Impact of Immigration on Crime," MPRA Paper 22864, University Library of Munich, Germany.
  106. 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.
  107. Jaap Abbring & James Heckman, 2008. "Dynamic policy analysis," CeMMAP working papers CWP05/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  108. Dionissi Aliprantis, 2013. "Covariates and causal effects: the problem of context," Working Paper 1310, Federal Reserve Bank of Cleveland.
  109. 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.