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Citations for "Using matching, instrumental variables and control functions to estimate economic choice models"

by Heckman, James & Navarro-Lozano, Salvador

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  1. Daniel L. Millimet & Rusty Tchernis, 2013. "Estimation Of Treatment Effects Without An Exclusion Restriction: With An Application To The Analysis Of The School Breakfast Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(6), pages 982-1017, 09.
  2. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
  3. Goktan, M. Sinan & Kieschnick, Robert, 2012. "A target's perspective on the effects of ATPs in takeovers after recognizing its choice in the process," Journal of Corporate Finance, Elsevier, vol. 18(5), pages 1088-1103.
  4. Jiang, Miao & Foster, E. Michael & Gibson-Davis, Christina M., 2010. "The effect of WIC on breastfeeding: A new look at an established relationship," Children and Youth Services Review, Elsevier, vol. 32(2), pages 264-273, February.
  5. Håkanson, Christina & Johanson, Satu & Mellander, Erik, 2003. "Employer-sponsored training in stabilisation and growth policy perspectives," Working Paper Series 2003:8, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  6. Alan Manning & Barbara Petrongolo, 2005. "The part-time pay penalty," LSE Research Online Documents on Economics 3661, London School of Economics and Political Science, LSE Library.
  7. Vandenberghe, V. & Robin, S., 2004. "Evaluating the effectiveness of private education across countries: a comparison of methods," Labour Economics, Elsevier, vol. 11(4), pages 487-506, August.
  8. Flavio Cunha & James J. Heckman & Salvador Navarro, 2005. "Separating Uncertainty from Heterogeneity in Life Cycle Earnings," NBER Working Papers 11024, National Bureau of Economic Research, Inc.
  9. James Foreman-Peck, 2013. "Effectiveness and efficiency of SME innovation policy," Small Business Economics, Springer, vol. 41(1), pages 55-70, June.
  10. Aakvik, Arild & Heckman, James J. & Vytlacil, Edward J., 2005. "Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 15-51.
  11. Carsten Lynge Jensen & Lars Gårn Hansen & Troels Fjordbak & Erik Gudbjerg, 2011. "The effect of providing free autopoweroff plugs to households on electricity consumption - A field experiment," IFRO Working Paper 2011/10, University of Copenhagen, Department of Food and Resource Economics.
  12. Bokosi, Fanwell Kenala, 2008. "SELLING OUR WAY INTO POVERTY: The Commercialisation of Poverty in Malawi," MPRA Paper 7087, University Library of Munich, Germany.
  13. Muendler, Marc A & Becker, Sascha O., 2006. "The Effect of FDI on Job Separation," University of California at San Diego, Economics Working Paper Series qt28h3p82z, Department of Economics, UC San Diego.
  14. Lechner, Michael & Wunsch, Conny, 2011. "Sensitivity of matching-based program evaluations to the availability of control variables," CEPR Discussion Papers 8294, C.E.P.R. Discussion Papers.
  15. Ulrike Malmendier & Geoffrey Tate, 2008. "Superstar CEOs," NBER Working Papers 14140, National Bureau of Economic Research, Inc.
  16. Edlira Shehu & Tim Prostka & Christina Schmidt-Stölting & Michel Clement & Eva Blömeke, 2014. "The influence of book advertising on sales in the German fiction book market," Journal of Cultural Economics, Springer, vol. 38(2), pages 109-130, May.
  17. Ayyagari, Meghana & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2008. "Formal versus informal finance : evidence from China," Policy Research Working Paper Series 4465, The World Bank.
  18. Ruben Atoyan & Patrick Conway, 2006. "Evaluating the impact of IMF programs: A comparison of matching and instrumental-variable estimators," The Review of International Organizations, Springer, vol. 1(2), pages 99-124, June.
  19. James A. Levinsohn & Zoë McLaren & Olive Shisana & Khangelani Zuma, 2011. "HIV Status and Labor Market Participation in South Africa," NBER Working Papers 16901, National Bureau of Economic Research, Inc.
  20. G. Atzeni & O. Carboni, 2006. "Regional Disparity in ICT Adoption: an Empirical Evaluation of The Effects of Subsidies in Italy," Working Paper CRENoS 200608, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  21. 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.
  22. Zhao, Zhong, 2005. "Sensitivity of Propensity Score Methods to the Specifications," IZA Discussion Papers 1873, Institute for the Study of Labor (IZA).
  23. Søren Leth-Petersen & Gabriel Pons Rotger, 2008. "Long-term Labour Market Performance of Whiplash Claimants," CAM Working Papers 2008-01, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
  24. Forslund, Anders & Nordström Skans, Oskar, 2006. "Swedish youth labour market policies revisited," Working Paper Series 2006:6, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  25. Luke B. Willard, 2006. "Does Inflation Targeting Matter? A Reassessment," Working Papers 82, Princeton University, Department of Economics, Center for Economic Policy Studies..
  26. James J. Heckman & Rodrigo Pinto, 2013. "Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs," Working Papers 2013-006, Human Capital and Economic Opportunity Working Group.
  27. Markus Gangl & Thomas A. DiPrete, 2004. "Kausalanalyse durch Matchingverfahren," Discussion Papers of DIW Berlin 401, DIW Berlin, German Institute for Economic Research.
  28. Jeffrey Smith & Petra Todd, 2003. "Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators?," University of Western Ontario, CIBC Centre for Human Capital and Productivity Working Papers 20035, University of Western Ontario, CIBC Centre for Human Capital and Productivity.
  29. Thomas Andren & Daniela Andren, 2006. "Assessing the employment effects of vocational training using a one-factor model," Applied Economics, Taylor & Francis Journals, vol. 38(21), pages 2469-2486.
  30. Heinrich, Carolyn J., 2007. "Demand and Supply-Side Determinants of Conditional Cash Transfer Program Effectiveness," World Development, Elsevier, vol. 35(1), pages 121-143, January.
  31. Andreas Drichoutis & Rodolfo M. Nayga, Jr. & Panagiotis Lazaridis, 2009. "Can nutritional label use influence body weight outcomes?," Working Papers 2009-05, Agricultural University of Athens, Department Of Agricultural Economics.
  32. Mariapia MENDOLA, 2005. "Agricultural technology and poverty reduction: a micro-level analysis of causal effects," Departmental Working Papers 2005-14, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
  33. Emla Fitzsimons & Marcos Vera-Hernández, 2014. "Food for Thought? Breastfeeding and Child Development," DoQSS Working Papers 14-04, Department of Quantitative Social Science - Institute of Education, University of London.
  34. Gensler, Sonja & Leeflang, Peter & Skiera, Bernd, 2013. "Comparing methods to separate treatment from self-selection effects in an online banking setting," Journal of Business Research, Elsevier, vol. 66(9), pages 1272-1278.
  35. 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.
  36. Heckman, James J. & Li, Xuesong, 2003. "Selection Bias, Comparative Advantage and Heterogeneous Returns to Education: Evidence from China in 2000," IZA Discussion Papers 829, Institute for the Study of Labor (IZA).
  37. Richard Blundell & Mónica Costa Dias, 2008. "Alternative Approaches to Evaluation in Empirical Microeconomics," CEF.UP Working Papers 0805, Universidade do Porto, Faculdade de Economia do Porto.
  38. Jasmin Kantarevic & Boris Kralj, 2013. "Link Between Pay For Performance Incentives And Physician Payment Mechanisms: Evidence From The Diabetes Management Incentive In Ontario," Health Economics, John Wiley & Sons, Ltd., vol. 22(12), pages 1417-1439, December.
  39. Vassilopoulos, Achilleas & Drichoutis, Andreas & Nayga, Rodolfo & Lazaridis, Panagiotis, 2011. "Does the Food Stamp Program Really Increase Obesity? The Importance of Accounting for Misclassification Errors," MPRA Paper 28768, University Library of Munich, Germany.
  40. Rotger, Gabriel Pons & Gørtz, Mette & Storey, David J., 2012. "Assessing the effectiveness of guided preparation for new venture creation and performance: Theory and practice," Journal of Business Venturing, Elsevier, vol. 27(4), pages 506-521.
  41. Aivazian, Varouj A. & Lai, Tat-kei & Rahaman, Mohammad M., 2013. "The market for CEOs: An empirical analysis," Journal of Economics and Business, Elsevier, vol. 67(C), pages 24-54.
  42. John C. Ham & Xianghong Li & Patricia B. Reagan, 2004. "Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men," Working Papers 2004_3, York University, Department of Economics.
  43. Dolton, Peter & Smith, Jeffrey A., 2011. "The Impact of the UK New Deal for Lone Parents on Benefit Receipt," IZA Discussion Papers 5491, Institute for the Study of Labor (IZA).
  44. Cunguara, Benedito & Darnhofer, Ika, 2011. "Assessing the impact of improved agricultural technologies on household income in rural Mozambique," Food Policy, Elsevier, vol. 36(3), pages 378-390, June.
  45. Patrick Hamm & David Stuckler & Lawrence King, 2006. "Mass Privatization and the Postcommunist Mortality Crisis," Working Papers wp118, Political Economy Research Institute, University of Massachusetts at Amherst.
  46. Carolyn Heinrich & Marcelo Cabrol, 2005. "An Impact Evaluation of the National Student Scholarship Program in Argentina," OVE Working Papers 0605, Inter-American Development Bank, Office of Evaluation and Oversight (OVE).
  47. de Luna, Xavier & Waernbaum, Ingeborg, 2005. "Covariate selection for non-parametric estimation of treatment effects," Working Paper Series 2005:4, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  48. Kassie, Menale & Shiferaw, Bekele & Muricho, Geoffrey, 2011. "Agricultural Technology, Crop Income, and Poverty Alleviation in Uganda," World Development, Elsevier, vol. 39(10), pages 1784-1795.
  49. Díez, Federico J., 2014. "The asymmetric effects of tariffs on intra-firm trade and offshoring decisions," Journal of International Economics, Elsevier, vol. 93(1), pages 76-91.
  50. Adam Wagstaff, 2010. "Estimating health insurance impacts under unobserved heterogeneity: the case of Vietnam's health care fund for the poor," Health Economics, John Wiley & Sons, Ltd., vol. 19(2), pages 189-208.
  51. Rao, Elizaphan J.O. & Brummer, Bernhard & Qaim, Matin, 2011. "Farmer Participation in Supermarket Channels, Production Technology, and Efficiency: The Case of Vegetables in Kenya," Discussion Papers 113508, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
  52. 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.
  53. Fredrik Andersson & Harry J. Holzer & Julia I. Lane & David Rosenblum & Jeffrey Smith, 2013. "Does Federally-Funded Job Training Work? Nonexperimental Estimates of WIA Training Impacts Using Longitudinal Data on Workers and Firms," NBER Working Papers 19446, National Bureau of Economic Research, Inc.
  54. Leth-Petersen, Søren & Rotger, Gabriel Pons, 2009. "Long-term labour-market performance of whiplash claimants," Journal of Health Economics, Elsevier, vol. 28(5), pages 996-1011, September.
  55. Vincent , VANDENBERGHE, 2003. "Private, Private Government-Dependent and Public Schools. An International Effectiveness Analysis," Discussion Papers (IRES - Institut de Recherches Economiques et Sociales) 2003029, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
  56. Giuseppe De Luca & Franco Peracchi, 2012. "Estimating Engel curves under unit and item nonresponse," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(7), pages 1076-1099, November.
  57. Sudhanshu Handa & John A. Maluccio, 2010. "Matching the Gold Standard: Comparing Experimental and Nonexperimental Evaluation Techniques for a Geographically Targeted Program," Economic Development and Cultural Change, University of Chicago Press, vol. 58(3), pages 415-447, 04.
  58. Atzeni, Gianfranco E. & Carboni, Oliviero A., 2008. "The effects of grant policy on technology investment in Italy," Journal of Policy Modeling, Elsevier, vol. 30(3), pages 381-399.
  59. Lu, Xun & White, Halbert, 2014. "Robustness checks and robustness tests in applied economics," Journal of Econometrics, Elsevier, vol. 178(P1), pages 194-206.
  60. David Stuckler & Lawrence P. King, 2007. "Social Costs of Mass Privatization," William Davidson Institute Working Papers Series wp890, William Davidson Institute at the University of Michigan.
  61. Maasoumi, Esfandiar & Eren, Ozkan, 2006. "The Information Basis of Matching with Propensity Score," Departmental Working Papers 0606, Southern Methodist University, Department of Economics.
  62. Hindsley, Paul & Landry, Craig E. & Gentner, Brad, 2011. "Addressing onsite sampling in recreation site choice models," Journal of Environmental Economics and Management, Elsevier, vol. 62(1), pages 95-110, July.
  63. James J. Heckman & Jeffrey A. Smith, 2004. "The Determinants of Participation in a Social Program: Evidence from a Prototypical Job Training Program," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 243-298, April.
  64. John C. Ham & Xianghong Li & Patricia B. Reagan, 2005. "Propensity score matching, a distance-based measure of migration, and the wage growth of young men," Staff Reports 212, Federal Reserve Bank of New York.
  65. Emla Fitzsimons & Marcos Vera-Hernandez, 2013. "Food for Thought? Breastfeeding and Child Development," IFS Working Papers W13/31, Institute for Fiscal Studies.
  66. David E. Bloom & David Canning & Erica Seigner, 2011. "The Effect of Vaccination on Children's Physical and Cognitive Development in the Philippines," PGDA Working Papers 6911, Program on the Global Demography of Aging.
  67. Csengődi, Sándor & Jungnickel, Rolf & Urban, Dieter M., 2005. "Foreign Takeovers and Wages: Theory and Evidence from Hungary," HWWA Discussion Papers 337, Hamburg Institute of International Economics (HWWA).
  68. Basu, A & Polsky, D & Manning, W G, 2008. "Use of propensity scores in non-linear response models: The case for health care expenditures," Health, Econometrics and Data Group (HEDG) Working Papers 08/11, HEDG, c/o Department of Economics, University of York.
  69. Isgut, Alberto & Fernandes, Ana, 2007. "Learning-by-Exporting Effects: Are They for Real?," MPRA Paper 3121, University Library of Munich, Germany.
  70. Andrew Zeitlin & Stefano Caria & Richman Dzene & Petr Janský & Emmanuel Opoku & Francis Teal, 2010. "Heterogeneous returns and the persistence of agricultural technology adoption," CSAE Working Paper Series 2010-37, Centre for the Study of African Economies, University of Oxford.
  71. Vincent Vandenberghe, 2003. "Private, Private Government-Dependent and Public schools. An International Effectiveness Analysis," Public Economics 0312004, EconWPA.
  72. Daniel O. Gilligan & John Hoddinott, 2007. "Is There Persistence in the Impact of Emergency Food Aid? Evidence on Consumption, Food Security, and Assets in Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 225-242.
  73. Essama-Nssah, B., 2012. "Identification of sources of variation in poverty outcomes," Policy Research Working Paper Series 5954, The World Bank.
  74. Fajnzylber, Pablo & Maloney, William F. & Rojas, Gabriel V. Montes, 2006. "Releasing constraints to growth or pushing on a string ? the impact of credit, training, business associations, and taxes on the performance of Mexican micro-firms," Policy Research Working Paper Series 3807, The World Bank.
  75. Heinrich, Carolyn J. & Lopez, Yeri, 2009. "Does Community Participation Produce Dividends in Social Investment Fund Projects?," World Development, Elsevier, vol. 37(9), pages 1554-1568, September.
  76. Dionissi Aliprantis, 2013. "Covariates and causal effects: the problem of context," Working Paper 1310, Federal Reserve Bank of Cleveland.
  77. Rusike, J. & Mahungu, N.M. & Jumbo, S. & Sandifolo, V.S. & Malindi, G., 2010. "Estimating impact of cassava research for development approach on productivity, uptake and food security in Malawi," Food Policy, Elsevier, vol. 35(2), pages 98-111, April.
  78. 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.
  79. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College," NBER Working Papers 9546, National Bureau of Economic Research, Inc.
  80. Gorodnichenko, Yuriy & Grygorenko, Yegor, 2008. "Are oligarchs productive? Theory and evidence," Journal of Comparative Economics, Elsevier, vol. 36(1), pages 17-42, March.
  81. Heckman, James J. & Navarro, Salvador, 2005. "Dynamic Discrete Choice and Dynamic Treatment Effects," IZA Discussion Papers 1790, Institute for the Study of Labor (IZA).
  82. Kim, Chang-Jin, 2009. "Markov-switching models with endogenous explanatory variables II: A two-step MLE procedure," Journal of Econometrics, Elsevier, vol. 148(1), pages 46-55, January.
  83. Ameha, Aklilu & Nielsen, Oystein Juul & Larsen, Helle Overgard, 2014. "Impacts of access and benefit sharing on livelihoods and forest: Case of participatory forest management in Ethiopia," Ecological Economics, Elsevier, vol. 97(C), pages 162-171.
  84. Gianfranco E. Atzeni & Oliviero A. Carboni, 2006. "The Effects of Subsidies on Investment: an Empirical Evaluation on ICT in Italy," Revue de l'OFCE, Presses de Sciences-Po, vol. 97(5), pages 279-302.
  85. Schwartz, Amy Ellen & Stiefel, Leanna & Wiswall, Matthew, 2013. "Do small schools improve performance in large, urban districts? Causal evidence from New York City," Journal of Urban Economics, Elsevier, vol. 77(C), pages 27-40.
  86. Robert Bornholz & James J. Heckman, 2004. "Measuring Disparate Impacts and Extending Disparate Impact Doctrine to Organ Transplantation," NBER Working Papers 10946, National Bureau of Economic Research, Inc.
  87. Mariagrazia Squicciarini, 2008. "Science Parks’ tenants versus out-of-Park firms: who innovates more? A duration model," The Journal of Technology Transfer, Springer, vol. 33(1), pages 45-71, February.
  88. Mendola, Mariapia, 2007. "Agricultural technology adoption and poverty reduction: A propensity-score matching analysis for rural Bangladesh," Food Policy, Elsevier, vol. 32(3), pages 372-393, June.
  89. Wahba, Jackline & Schluter, Christian, 2009. "Illegal migration, wages and remittances- semi-parametric estimation of illegality effects," Discussion Paper Series In Economics And Econometrics 0913, Economics Division, School of Social Sciences, University of Southampton.
  90. Joern H. Block & Lennart Hoogerheide & Roy Thurik, 2009. "Education and Entrepreneurial Choice: An Instrumental Variables Analysis," Tinbergen Institute Discussion Papers 09-088/4, Tinbergen Institute, revised 23 Nov 2010.
  91. Tsangarides, Charalambos G., 2012. "Crisis and recovery: Role of the exchange rate regime in emerging market economies," Journal of Macroeconomics, Elsevier, vol. 34(2), pages 470-488.
  92. Christian Schluter & Jackline Wahba, 2012. "Abstract: Illegal Migration, Wages, and Remittances: Semi-Parametric Estimation of Illegality Effects," Norface Discussion Paper Series 2012037, Norface Research Programme on Migration, Department of Economics, University College London.
  93. Schluter, Christian & Wahba, Jackline, 2009. "Illegal Migration, Wages, and Remittances: Semi-Parametric Estimation of Illegality Effects," IZA Discussion Papers 4527, Institute for the Study of Labor (IZA).
  94. 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.
  95. James J. Heckman & Xuesong Li, 2003. "Selection Bias, Comparative Advantage and Heterogeneous Returns to Education," NBER Working Papers 9877, National Bureau of Economic Research, Inc.
  96. Li, Xianghong & Zhao, Xinlei, 2006. "Propensity score matching and abnormal performance after seasoned equity offerings," Journal of Empirical Finance, Elsevier, vol. 13(3), pages 351-370, June.
  97. Asadul Islam Author-X-Name-Asadul, 2008. "Who Benefits From Microfinance? The Impact Evaluation Of Large Scale Programs In Bangladesh," Development Research Unit Working Paper Series 29/08, Monash University, Department of Economics.
  98. Navarro, Salvador & Takahashi, Yuya, 2012. "A Semiparametric Test of Agent's Information Sets for Games of Incomplete Information," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 432, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
  99. Anna Baranowska-Rataj & Elena Pirani, 2013. "Will they turn back on you? The relations between young co habiting people and their parents," Working Papers 63, Institute of Statistics and Demography, Warsaw School of Economics.
  100. Jian Huang & Henriëtte den Brink & Wim Groot, 2011. "College Education and Social Trust: An Evidence-Based Study on the Causal Mechanisms," Social Indicators Research, Springer, vol. 104(2), pages 287-310, November.