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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. 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.
  2. Liran Einav & Amy Finkelstein & Stephen P. Ryan & Paul Schrimpf & Mark R. Cullen, 2013. "Selection on Moral Hazard in Health Insurance," American Economic Review, American Economic Association, vol. 103(1), pages 178-219, February.
  3. 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.
  4. Maria Luisa Mancusi & Andrea Vezzulli, 2014. "R&D AND CREDIT RATIONING IN SMEs," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 1153-1172, 07.
  5. 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).
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. Amann, Roland A. & Klein, Tobias J., 2007. "Returns to Type or Tenure?," IZA Discussion Papers 2773, Institute for the Study of Labor (IZA).
  11. Ahituv, Avner & Lerman, Robert I., 2005. "Job Turnover, Wage Rates, and Marital Stability: How Are They Related?," IZA Discussion Papers 1470, Institute for the Study of Labor (IZA).
  12. 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.
  13. James J. Heckman, 2008. "Econometric Causality," NBER Working Papers 13934, National Bureau of Economic Research, Inc.
  14. 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.
  15. Tobias Klein, 2013. "College education and wages in the U.K.: estimating conditional average structural functions in nonadditive models with binary endogenous variables," Empirical Economics, Springer, vol. 44(1), pages 135-161, February.
  16. 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.
  17. Kirkebøen, Lars & Leuven, Edwin & Mogstad, Magne, 2014. "Field of Study, Earnings, and Self-Selection," Memorandum 29/2014, Oslo University, Department of Economics.
  18. 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.
  19. 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.
  20. Francis Vella & Lídia Farré & Roger Klein, 2008. "A Parametric Control Function Approach to Estimating the Returns to Schooling in the Absence of Exclusion Restrictions: An Application to the NLSY," Working Papers. Serie AD 2008-16, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  21. 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.
  22. Christian Belzil & J. Hansen, 2010. "The distinction between dictatorial and incentive policy interventions and its implication for IV estimation," Working Papers hal-00463877, HAL.
  23. 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.
  24. Loreto Reyes & Jorge Rodríguez & Sergio S. Urzúa, 2013. "Heterogeneous Economic Returns to Postsecondary Degrees: Evidence from Chile," NBER Working Papers 18817, National Bureau of Economic Research, Inc.
  25. Aysit Tansel & Elif Oznur Kan, 2012. "The Formal/Informal Employment Earnings Gap: Evidence From Turkey," ERC Working Papers 1204, ERC - Economic Research Center, Middle East Technical University, revised Apr 2012.
  26. 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.
  27. Barron, Manuel & Torero, Maximo, 2015. "Fixed Costs, Spillovers, and Adoption of Electric Connections," MPRA Paper 63804, University Library of Munich, Germany.
  28. 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.
  29. Kamhöfer, Daniel A. & Schmitz, Hendrik & Westphal, Matthias, 2015. "Heterogeneity in marginal non-monetary returns to higher education," Ruhr Economic Papers 591, Rheinisch-Westfälisches Institut für Wirtschaftsforschung (RWI), Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  30. 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.
  31. 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.
  32. 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.
  33. 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.
  34. Eisenhauer, Philipp & Heckman, James J. & Vytlacil, Edward, 2014. "The generalized Roy model and the cost-benefit analysis of social programs," ZEW Discussion Papers 14-082, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  35. Heckman, James J. & Navarro, Salvador, 2007. "Dynamic discrete choice and dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 136(2), pages 341-396, February.
  36. Cáceres-Delpiano, Julio & Giolito, Eugenio P., 2014. "The Impact of Age of Entry on Academic Progression," IZA Discussion Papers 8694, Institute for the Study of Labor (IZA).
  37. 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.
  38. 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).
  39. 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.
  40. 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).
  41. 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.
  42. 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.
  43. 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.
  44. 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.
  45. Ravallion, Martin & Chen, Shaohua, 2013. "Benefit incidence with incentive effects, measurement errors and latent heterogeneity," Policy Research Working Paper Series 6573, The World Bank.
  46. 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.
  47. 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.
  48. 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).
  49. Klein, T.J., 2008. "Heterogeneous Treatment Effects : Instrumental Variables Without Monotonicity?," Discussion Paper 2008-45, Tilburg University, Center for Economic Research.
  50. 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.
  51. James J Heckman & Daniel Schmierer, 2010. "Tests of Hypotheses Arising In the Correlated Random Coefficient Model," Working Papers 201045, Geary Institute, University College Dublin.
  52. 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.
  53. Carneiro, Pedro & Heckman, James J. & Vytlacil, Edward, 2010. "Estimating Marginal Returns to Education," IZA Discussion Papers 5275, Institute for the Study of Labor (IZA).
  54. Hunt Allcott, 2012. "Site Selection Bias in Program Evaluation," NBER Working Papers 18373, National Bureau of Economic Research, Inc.
  55. 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.
  56. 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.
  57. 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.
  58. Isaiah Andrews & Timothy B. Armstrong, 2015. "Unbiased Instrumental Variables Estimation under Known First-Stage Sign," Cowles Foundation Discussion Papers 1984R3, Cowles Foundation for Research in Economics, Yale University, revised Oct 2015.
  59. Daunfeldt, Sve-Olov & Landström, Mats & Rudholm, Niklas, 2013. "Are Central Bank Independence Reforms Necessary for Achieving Low and Stable Inflation?," Umeå Economic Studies 863, Umeå University, Department of Economics.
  60. Julio Cáceres-Delpiano, 2012. "Can We Still Learn Something From the Relationship Between Fertility and Mother’s Employment? Evidence From Developing Countries," Demography, Springer;Population Association of America (PAA), vol. 49(1), pages 151-174, February.
  61. 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.
  62. Villena, Mauricio & Sanchez, Rafael & Rojas, Eugenio, 2012. "Credit Constraints in Higher Education in a Context of Unobserved Heterogeneity," MPRA Paper 62095, University Library of Munich, Germany, revised 08 Jul 2014.
  63. Pedro Carneiro & Sokbae Lee, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," CeMMAP working papers CWP01/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  64. 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.
  65. Sloczynski, Tymon, 2015. "New Evidence on Linear Regression and Treatment Effect Heterogeneity," IZA Discussion Papers 9491, Institute for the Study of Labor (IZA).
  66. Robert Moffit, 2007. "Estimating Marginal Treatment Effects in Heterogeneous Populations," Economics Working Paper Archive 539, The Johns Hopkins University,Department of Economics.
  67. 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.
  68. Haim Shalit, 2009. "Using Ols To Test For Normality," Working Papers 0912, Ben-Gurion University of the Negev, Department of Economics.
  69. 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.
  70. Anirban Basu, 2012. "Estimating Person-Centered Treatment (PeT) Effects Using Instrumental Variables," NBER Working Papers 18056, National Bureau of Economic Research, Inc.
  71. 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.
  72. James J. Heckman & Stefano Mosso, 2014. "The Economics of Human Development and Social Mobility," NBER Working Papers 19925, National Bureau of Economic Research, Inc.
  73. Mogstad, M. & Wiswall, M., 2012. "Instrumental variables estimation with partially missing instruments," Economics Letters, Elsevier, vol. 114(2), pages 186-189.
  74. 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).
  75. 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.
  76. 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.
  77. Dionissi Aliprantis, 2012. "Assessing the evidence on neighborhood effects from moving to opportunity," Working Paper 1233, Federal Reserve Bank of Cleveland.
  78. 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.
  79. 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).
  80. 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).
  81. 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.
  82. Devin Bunten & Matthew E. Kahn, 2014. "The Impact of Emerging Climate Risks on Urban Real Estate Price Dynamics," NBER Working Papers 20018, National Bureau of Economic Research, Inc.
  83. Ronald Fernandes & Inhyuck Steve Ha & Susan Williams McElroy & Samuel L. Myers, 2016. "Black-White Disparities in Test Scores: Distributional Characteristics," The Review of Black Political Economy, Springer;National Economic Association, vol. 43(2), pages 209-232, June.
  84. Spenkuch, Jörg L., 2010. "Understanding the Impact of Immigration on Crime," MPRA Paper 22864, University Library of Munich, Germany.
  85. Staghøj, Jonas & Svarer, Michael & Rosholm, Michael, 2007. "A Statistical Programme Assignment Model," IZA Discussion Papers 3165, Institute for the Study of Labor (IZA).
  86. Lorenzo Almada & Ian M. McCarthy & Rusty Tchernis, 2015. "What Can We Learn About the Effects of Food Stamps on Obesity in the Presence of Misreporting?," NBER Working Papers 21596, National Bureau of Economic Research, Inc.
  87. 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.
  88. William N. Evans & Craig L. Garthwaite, 2009. "Estimating Heterogeneity in the Benefits of Medical Treatment Intensity," NBER Working Papers 15309, National Bureau of Economic Research, Inc.
  89. Jinhyun Lee, . "Sharp Bounds on Heterogeneous Individual Treatment Responses," Discussion Paper Series, Department of Economics 201310, Department of Economics, University of St. Andrews.
  90. Michael P. Keane, 2012. "How the Allocation of Children’s Time Affects Cognitive and Non-Cognitive Development," Economics Papers 2012-W09, Economics Group, Nuffield College, University of Oxford.
  91. Cáceres-Delpiano, Julio & Simonsen, Marianne, 2012. "The toll of fertility on mothers’ wellbeing," Journal of Health Economics, Elsevier, vol. 31(5), pages 752-766.
  92. 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.
  93. 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, Centre for Human Capital and Productivity (CHCP) Working Papers 20117, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
  94. Angus Deaton, 2009. "Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development," Working Papers 1122, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
  95. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory, 2016. "Dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 191(2), pages 276-292.
  96. 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.
  97. 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..
  98. 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.
  99. 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.
  100. Dionissi Aliprantis & Francisca Richter, 2012. "Local average neighborhood effects from moving to opportunity," Working Paper 1208, Federal Reserve Bank of Cleveland.
  101. Chris Elbers & Jan Willem Gunning, 2009. "Evaluation of Development Policy: Treatment versus Program Effects," Tinbergen Institute Discussion Papers 09-073/2, Tinbergen Institute.
  102. Martin Ravallion, 2015. "Inequality when Effort Matters," NBER Working Papers 21394, National Bureau of Economic Research, Inc.
  103. 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).
  104. 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.).
  105. Elbers, Chris & Gunning, Jan Willem, 2014. "Evaluation of non-governmental development organizations," Working Paper Series UNU-WIDER Research Paper , World Institute for Development Economic Research (UNU-WIDER).
  106. repec:pri:indrel:555 is not listed on IDEAS
  107. 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.).
  108. Kyui, Natalia, 2016. "Expansion of higher education, employment and wages: Evidence from the Russian Transition," Labour Economics, Elsevier, vol. 39(C), pages 68-87.
  109. 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.
  110. 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.
  111. 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.
  112. 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.
  113. Jaap Abbring & James Heckman, 2008. "Dynamic policy analysis," CeMMAP working papers CWP05/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  114. Takalo, Tuomas & Tanayama, Tanja & Toivanen, Otto, 2008. "Evaluating innovation policy: a structural treatment effect model of R&D subsidies," Research Discussion Papers 7/2008, .
  115. 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.
  116. 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.
  117. Amitabh Chandra & Douglas O. Staiger, 2010. "Identifying Provider Prejudice in Healthcare," NBER Working Papers 16382, National Bureau of Economic Research, Inc.
  118. 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.
  119. 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.
  120. Dionissi Aliprantis, 2013. "Covariates and causal effects: the problem of context," Working Paper 1310, Federal Reserve Bank of Cleveland.
  121. Joensen, Juanna Schrøter & Nielsen, Helena Skyt, 2013. "Math and Gender: Is Math a Route to a High-Powered Career?," IZA Discussion Papers 7164, Institute for the Study of Labor (IZA).
  122. Yitzhaki, Shlomo & Schechtman, Edna, 2012. "Identifying monotonic and non-monotonic relationships," Economics Letters, Elsevier, vol. 116(1), pages 23-25.
  123. Zeng, Di & Alwang, Jeffrey Roger & Norton, George W. & 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.
  124. Anirban Basu & Andrew M. Jones & Pedro Rosa Dias, 2014. "The Roles of Cognitive and Non-Cognitive Skills in Moderating the Effects of Mixed-Ability Schools on Long-Term Health," NBER Working Papers 20811, National Bureau of Economic Research, Inc.
  125. 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.
  126. Landerso, Rasmus & Nielsen, Helena Skyt & Simonsen, Marianne, 2013. "School Starting Age and Crime," IZA Discussion Papers 7228, Institute for the Study of Labor (IZA).
  127. 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.
  128. 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.
  129. 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.
  130. 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.
  131. 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.
  132. 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.
  133. 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.
  134. 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.
  135. 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.
  136. 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.
  137. Anirban Basu, 2014. "Welfare Implications of Learning Through Solicitation versus Diversification in Health Care," NBER Working Papers 20376, National Bureau of Economic Research, Inc.
  138. 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).
  139. Griffen, Andrew S., 2016. "Height and calories in early childhood," Economics & Human Biology, Elsevier, vol. 20(C), pages 55-69.
  140. Alonso, Bucarey & Sergio, Urzúa, 2013. "El retorno económico de la educación media técnico profesional en Chile," Estudios Públicos, Centro de Estudios Públicos, vol. 0(129), pages 1-48.
  141. Dionissi Aliprantis, 2012. "When should children start school?," Working Paper 1126, Federal Reserve Bank of Cleveland.
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