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Citations for "Identification and Estimation of Local Average Treatment Effects"

by Joshua D. Angrist & Guido W. Imbens

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  1. David McKenzie, 2010. "Impact Assessments in Finance and Private Sector Development: What Have We Learned and What Should We Learn?," World Bank Research Observer, World Bank Group, vol. 25(2), pages 209-233, August.
  2. Hahn, Jinyong & Hirano, Keisuke & Karlan, Dean, 2011. "Adaptive Experimental Design Using the Propensity Score," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 96-108.
  3. Keane, Michael P., 2010. "Structural vs. atheoretic approaches to econometrics," Journal of Econometrics, Elsevier, vol. 156(1), pages 3-20, May.
  4. Ruben Enikolopov & Maria Petrova & Ekaterina Zhuravskaya, 2011. "Media and Political Persuasion: Evidence from Russia," American Economic Review, American Economic Association, vol. 101(7), pages 3253-85, December.
  5. Erich Battistin & Agar Brugiavini & Enrico Rettore & Guglielmo Weber, 2008. "The retirement consumption puzzle: evidence from a regression discontinuity approach," IFS Working Papers W08/05, Institute for Fiscal Studies.
  6. Hullegie P & Klein TJ, 2009. "The effect of private health insurance on medical care utilization and self-assessed health in Germany," Health, Econometrics and Data Group (HEDG) Working Papers 09/17, HEDG, c/o Department of Economics, University of York.
  7. Tamini, Lota D., 2011. "A nonparametric analysis of the impact of agri-environmental advisory activities on best management practice adoption: A case study of Québec," Ecological Economics, Elsevier, vol. 70(7), pages 1363-1374, May.
  8. Emek Basker, 2007. "When Good Instruments Go Bad," Working Papers 0706, Department of Economics, University of Missouri.
  9. Shin-Yi Chou & Jin-Tan Liu & James Hammitt, 2006. "Households’ precautionary behaviors—the effects of the introduction of National Health Insurance in Taiwan," Review of Economics of the Household, Springer, vol. 4(4), pages 395-421, December.
  10. Frölich, Markus & Melly, Blaise, 2008. "Quantile Treatment Effects in the Regression Discontinuity Design," IZA Discussion Papers 3638, Institute for the Study of Labor (IZA).
  11. Sabia, Joseph J. & Rees, Daniel I., 2008. "The effect of adolescent virginity status on psychological well-being," Journal of Health Economics, Elsevier, vol. 27(5), pages 1368-1381, September.
  12. Falck, Oliver & Fritsch, Michael & Heblich, Stephan, 2011. "The phantom of the opera: Cultural amenities, human capital, and regional economic growth," Labour Economics, Elsevier, vol. 18(6), pages 755-766.
  13. Alma Cohen & Rajeev Dehejia, 2003. "The Effect of Automobile Insurance and Accident Liability Laws in Traffic Fatalities," NBER Working Papers 9602, National Bureau of Economic Research, Inc.
  14. Harold Alderman & John Hoddinott & Bill Kinsey, 2006. "Long term consequences of early childhood malnutrition," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 450-474, July.
  15. Stefan Dercon & Daniel O. Gilligan & John Hoddinott & Tassew Woldehanna, 2009. "The Impact of Agricultural Extension and Roads on Poverty and Consumption Growth in Fifteen Ethiopian Villages," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 1007-1021.
  16. Shin-Yi Chou & Jin-Tan Liu & James K. Hammitt, 2002. "Health Insurance and Households' Precautionary Behaviors - An Unusual Natural Experiment," NBER Working Papers 9394, National Bureau of Economic Research, Inc.
  17. Marianne Bitler & Jonah Gelbach & Hilary Hoynes, 2003. "What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments," NBER Working Papers 10121, National Bureau of Economic Research, Inc.
  18. Daniel Parent, 2002. "The Causal Effect of High School Employment on Educational Attainment in Canada," CIRANO Working Papers 2002s-28, CIRANO.
  19. Fertig, Michael, 2004. "Shot Across the Bow, Stigma or Selection? The Effect of Repeating a Class on Educational Attainment," IZA Discussion Papers 1266, Institute for the Study of Labor (IZA).
  20. Joshua Angrist, 2005. "Instrumental Variables Methods in Experimental Criminological Research: What, Why, and How?," NBER Technical Working Papers 0314, National Bureau of Economic Research, Inc.
  21. Zwick, Thomas & Wolf, Elke, 2002. "Reassessing the Impact of High Performance Workplaces," ZEW Discussion Papers 02-07, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  22. Christian Belzil & Jörgen Hansen, 2007. "A Structural Analysis of the Correlated Random Coefficient Wage Regression Model," Post-Print halshs-00201350, HAL.
  23. de Walque, Damien, 2004. "Education, information, and smoking decisions : evidence from smoking histories, 1940-2000," Policy Research Working Paper Series 3362, The World Bank.
  24. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2009. "Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin," NBER Working Papers 15211, National Bureau of Economic Research, Inc.
  25. Heckman, J. & Smith, J. & Taber, C., 1994. "Accounting for Dropouts in Evaluations of Social Experiments," University of Chicago - Economics Research Center 94-3, Chicago - Economics Research Center.
  26. Anton L. Flossmann & Winfried Pohlmeier, 2006. "Casual Returns to Education: A Survey on Empirical Evidence for Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 226(1), pages 6-23, January.
  27. Fajnzylber, Pablo & Maloney, William F. & Montes-Rojas, Gabriel V., 2011. "Does formality improve micro-firm performance? Evidence from the Brazilian SIMPLES program," Journal of Development Economics, Elsevier, vol. 94(2), pages 262-276, March.
  28. van den Berg, Gerard, 2007. "An economic analysis of exclusion restrictions for instrumental variable estimation," Working Paper Series 2007:10, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  29. Partha Deb & Pravin K. Trivedi, 2002. "Specification and Simulated Likelihood Estimation of a Non-normal Outcome Model with Selection: Application to Health Care Utilization," Hunter College Department of Economics Working Papers 02/5, Hunter College: Department of Economics, revised 2004.
  30. Shelly Lundberg & Daniel Klepinger & Robert Plotnick, 1998. "Teen Childbearing and Human Capital: Does Timing Matter?," Discussion Papers in Economics at the University of Washington 0057, Department of Economics at the University of Washington.
  31. Emilia Del Bono & Marco Francesconi & Nicky Best, 2011. "Health Information and Health Outcomes: An Application of the Regression Discontinuity Design to the 1995 UK Contraceptive Pill Scare Case," Economics Discussion Papers 696, University of Essex, Department of Economics.
  32. Markus Frölich & Michael Lechner, 2006. "Exploiting regional treatment intensity for the evaluation of labour market policies," University of St. Gallen Department of Economics working paper series 2006 2006-12, Department of Economics, University of St. Gallen.
  33. Susan Chen & Wilbert van der Klaauw, 2006. "The Work Disincentive Effects of the Disability Insurance Program in the 1990s," Working Papers 06-05, Center for Economic Studies, U.S. Census Bureau.
  34. Aakvik, Arild & Salvanes, Kjell G & Vaage, Kjell, 2003. "Measuring Heterogeneity in the Returns to Education in Norway Using Educational Reforms," CEPR Discussion Papers 4088, C.E.P.R. Discussion Papers.
  35. Cockx, Bart & Ries, Jean, 2004. "The Exhaustion of Unemployment Benefits in Belgium: Does it Enhance the Probability of Employment?," IZA Discussion Papers 1177, Institute for the Study of Labor (IZA).
  36. Paul Bingley & Vibeke Myrup Jensen & Ian Walker, 2007. "The Effect of School Class Size on Post-Compulsory Education: Some Cost Benefit Analysis," Working Papers 200717, Geary Institute, University College Dublin.
  37. Carneiro, Pedro & Heckman, James J., 2002. "The Evidence on Credit Constraints in Post-Secondary Schooling," IZA Discussion Papers 518, Institute for the Study of Labor (IZA).
  38. Cawley, John & Liu, Feng, 2012. "Maternal employment and childhood obesity: A search for mechanisms in time use data," Economics & Human Biology, Elsevier, vol. 10(4), pages 352-364.
  39. Nordin, Martin & Rooth, Dan-Olof, 2007. "The Income Gap Between Natives and Second Generation Immigrants in Sweden: Is Skill the Explanation?," IZA Discussion Papers 2759, Institute for the Study of Labor (IZA).
  40. Orbeta, Aniceto Jr. C., 2005. "Poverty, Vulnerability and Family Size: Evidence from the Philippines," Discussion Papers DP 2005-19, Philippine Institute for Development Studies.
  41. David Autor & Susan Houseman, 2009. "Do Temporary-Help Jobs Improve Labor Market Outcomes for Low-Skilled Workers? Evidence from 'Work First'," Upjohn Working Papers and Journal Articles 05-124, W.E. Upjohn Institute for Employment Research.
  42. Guido W. Imbens & Whitney K. Newey, 2002. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," NBER Technical Working Papers 0285, National Bureau of Economic Research, Inc.
  43. Fersterer, Josef & Winter-Ebmer, Rudolf, 2003. "Smoking, discount rates, and returns to education," Economics of Education Review, Elsevier, vol. 22(6), pages 561-566, December.
  44. Becker, Bo & Cronqvist, Henrik & Fahlenbrach, Rudiger, 2008. "Estimating the Effects of Large Shareholders Using a Geographic Instrument," Working Paper Series 2008-9, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
  45. Philip J. Cook & Jens Ludwig, 2005. "Assigning Deviant Youths to Minimize Total Harm," NBER Working Papers 11390, National Bureau of Economic Research, Inc.
  46. Irineu E. Carvalho Filho, 2008. "Household Income As A Determinant of Child Labor and School Enrollment in Brazil: Evidence From A Social Security Reform," IMF Working Papers 08/241, International Monetary Fund.
  47. Stefan Boes, 2009. "Partial Identification of Discrete Counterfactual Distributions with Sequential Update of Information," Working Papers 0918, University of Zurich, Socioeconomic Institute.
  48. Asadul Islam Author-X-Name-Asadul, 2008. "Who Benefits From Microfinance? The Impact Evaluation Of Large Scale Programs In Bangladesh," Monash Economics Working Papers 29/08, Monash University, Department of Economics.
  49. Joshua D. Angrist & Guido W. Imbens, 1995. "Average Causal Response with Variable Treatment Intensity," NBER Technical Working Papers 0127, National Bureau of Economic Research, Inc.
  50. David Figlio & Jens Ludwig, 2012. "Sex, Drugs, and Catholic Schools: Private Schooling and Non-Market Adolescent Behaviors," German Economic Review, Verein für Socialpolitik, vol. 13(4), pages 385-415, November.
  51. Daniel L. Millimet & Rusty Tchernis, 2009. "Estimation of Treatment Effects Without an Exclusion Restriction: with an Application to the Analysis of the School Breakfast Program," NBER Working Papers 15539, National Bureau of Economic Research, Inc.
  52. Bauer, Thomas K. & Bender, Stefan & Paloyo, Alfredo R. & Schmidt, Christoph M., 2012. "Evaluating the labor-market effects of compulsory military service," European Economic Review, Elsevier, vol. 56(4), pages 814-829.
  53. Schultz, Paul, 2009. "Population and Health Policies," Working Papers 66, Yale University, Department of Economics.
  54. Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens, 1995. "Non-Parametric Demand Analysis with an Application to the Demand for Fish," NBER Technical Working Papers 0178, National Bureau of Economic Research, Inc.
  55. Francesco Giavazzi & Pietro Garibaldi & Andrea Ichino & Enrico Rettore, 2009. "College cost and time to complete a degree: Evidence from tuition discontinuities," Working Papers 354, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  56. Oliver Falck & Michael Fritsch & Stephan Heblich, 2009. "Bohemians, Human Capital, and Regional Economic Growth," Jena Economic Research Papers 2009-049, Friedrich-Schiller-University Jena, Max-Planck-Institute of Economics.
  57. Ichino, Andrea & Winter-Ebmer, Rudolf, 1998. "Lower and Upper Bounds of Returns to Schooling: An Exercise in IV estimation with Different Instruments," CEPR Discussion Papers 2007, C.E.P.R. Discussion Papers.
  58. 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).
  59. N. Eissa & H. W. Hoynes, . "The Earned Income Tax Credit and the Labor Supply of Married Couples," Institute for Research on Poverty Discussion Papers 1194-99, University of Wisconsin Institute for Research on Poverty.
  60. Belzil, Christian, 2006. "The Return to Schooling in Structural Dynamic Models: A Survey," IZA Discussion Papers 2370, Institute for the Study of Labor (IZA).
  61. Smith, Jeffrey, 2000. "Evaluation aktiver Arbeitsmarktpolitik : Erfahrungen aus Nordamerika (Evaluating Avtive Labor Market Policies : Lessons from North America)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 33(3), pages 345-356.
  62. Vincenzo Atella & Joanna Kopinska, 2011. "Body weight of Italians: the weight of Education," CEIS Research Paper 189, Tor Vergata University, CEIS, revised 23 Mar 2011.
  63. Angelucci, Manuela & Attanasio, Orazio, 2006. "Estimating ATT Effects with Non-Experimental Data and Low Compliance," IZA Discussion Papers 2368, Institute for the Study of Labor (IZA).
  64. Jeffrey R. Kling, 2000. "Interpreting Instrumental Variables Estimates of the Returns to Schooling," NBER Working Papers 7989, National Bureau of Economic Research, Inc.
  65. Hausman, Jerry, 2001. "Microeconometrics," Journal of Econometrics, Elsevier, vol. 100(1), pages 33-35, January.
  66. Patrick Puhani & Andrea Weber, 2007. "Does the early bird catch the worm?," Empirical Economics, Springer, vol. 32(2), pages 359-386, May.
  67. Martin Huber & Michael Lechner & Conny Wunsch, 2009. "Does Leaving Welfare Improve Health? Evidence for Germany," University of St. Gallen Department of Economics working paper series 2009 2009-21, Department of Economics, University of St. Gallen.
  68. Mokhtarian, Patricia L. & Cao, Xinyu, 2008. "Examining the impacts of residential self-selection on travel behavior: A focus on methodologies," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 204-228, March.
  69. David S. Lee, 2005. "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects," NBER Working Papers 11721, National Bureau of Economic Research, Inc.
  70. Flores, Carlos A. & Flores-Lagunes, Alfonso, 2009. "Identification and Estimation of Causal Mechanisms and Net Effects of a Treatment under Unconfoundedness," IZA Discussion Papers 4237, Institute for the Study of Labor (IZA).
  71. Leuven, Edwin & Oosterbeek, Hessel, 2002. "A New Approach to Estimate the Wage Returns to Work-Related Training," IZA Discussion Papers 526, Institute for the Study of Labor (IZA).
  72. Li, Mingliang & Tobias, Justin, 2005. "Bayesian Analysis of Structural Effects in an Ordered Equation System," Staff General Research Papers 12247, Iowa State University, Department of Economics.
  73. Susan Dynarski & Jonathan Gruber & Danielle Li, 2011. "Cheaper by the Dozen: Using Sibling Discounts at Catholic Schools to Estimate the Price Elasticity of Private School Attendance," Working Papers 11-34, Center for Economic Studies, U.S. Census Bureau.
  74. Blundell, Richard William & Gosling, Amanda & Ichimura, Hidehiko & Meghir, Costas, 2004. "Changes in the Distribution of Male and Female Wages Accounting for Employment Composition Using Bounds," CEPR Discussion Papers 4705, C.E.P.R. Discussion Papers.
  75. Angelov, Nikolay & Karimi, Arizo, 2012. "Mothers’ income recovery after childbearing," Working Paper Series 2012:20, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  76. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
  77. Orazio Attanasio & Erich Battistin & Alice Mesnard, 2009. "Food and cash transfers: evidence from Colombia," IFS Working Papers W09/15, Institute for Fiscal Studies.
  78. Michael Lechner, 2000. "An Evaluation of Public-Sector-Sponsored Continuous Vocational Training Programs in East Germany," Journal of Human Resources, University of Wisconsin Press, vol. 35(2), pages 347-375.
  79. Francis Vella & Lídia Farré, 2007. "The Intergenerational Transmission Of Gender Role Attitudes And Its Implications For Female Labor Force Participation," Working Papers. Serie AD 2007-23, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  80. Shlomo Yitzhaki & Edna Schechtman, 2004. "The Gini Instrumental Variable, or the “double instrumental variable” estimator," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(3), pages 287-313.
  81. Bhatt, Rachana, 2010. "The impact of public library use on reading, television, and academic outcomes," Journal of Urban Economics, Elsevier, vol. 68(2), pages 148-166, September.
  82. Puhani, Patrick A. & Weber, Andrea M., 2005. "Does the Early Bird Catch the Worm? Instrumental Variable Estimates of Educational Effects of Age of School Entry in Germany," Publications of Darmstadt Technical University, Institute of Economics (VWL) 25840, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute of Economics (VWL).
  83. 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.
  84. Lisa Barrow & Cecilia Elena Rouse, 2005. "Causality, causality, causality: the view of education inputs and outputs from economics," Working Paper Series WP-05-15, Federal Reserve Bank of Chicago.
  85. Lindeboom, Maarten & Llena-Nozal, Ana & van der Klaauw, Bas, 2006. "Parental Education and Child Health: Evidence from a Schooling Reform," IZA Discussion Papers 2516, Institute for the Study of Labor (IZA).
  86. Turner, Sarah & Bound, John, 2003. "Closing the Gap or Widening the Divide: The Effects of the G.I. Bill and World War II on the Educational Outcomes of Black Americans," The Journal of Economic History, Cambridge University Press, vol. 63(01), pages 145-177, March.
  87. Todd R. Stinebrickner & Ralph Stinebrickner, 2000. "Working During School and Academic Performance," UWO Department of Economics Working Papers 20009, University of Western Ontario, Department of Economics.
  88. Adrien Lorenceau, 2009. "L’impact d’exonérations fiscales sur la création d’établissements et l’emploi en France rurale : une approche par discontinuité de la régression," Économie et Statistique, Programme National Persée, vol. 427(1), pages 27-62.
  89. Bosch, Nicole & van der Klaauw, Bas, 2012. "Analyzing female labor supply — Evidence from a Dutch tax reform," Labour Economics, Elsevier, vol. 19(3), pages 271-280.
  90. David S. Lee, 2002. "Trimming for Bounds on Treatment Effects with Missing Outcomes," NBER Technical Working Papers 0277, National Bureau of Economic Research, Inc.
  91. Roel van Elk & Marc van der Steeg & Dinand Webbink, 2013. "The effects of a special program for multi-problem school dropouts on educational enrolment, employment and criminal behaviour; Evidence from a field experiment," CPB Discussion Paper 241, CPB Netherlands Bureau for Economic Policy Analysis.
  92. Bart Cockx & Geert Ridder, 2000. "Social Employment Of Welfare Recipients In Belgium: An Evaluation," Economics Working Paper Archive 425, The Johns Hopkins University,Department of Economics.
  93. Jorn-Steffen Pischke & Till von Wachter, 2005. "Zero Returns to Compulsory Schooling In Germany: Evidence and Interpretation," NBER Working Papers 11414, National Bureau of Economic Research, Inc.
  94. Lorraine Dearden & Barbara Sianesi, 2001. "Estimating the Returns to Education: Models, Methods and Results," CEE Discussion Papers 0016, Centre for the Economics of Education, LSE.
  95. Devereux, Paul J. & Hart, Robert A, 2008. "Forced to be Rich? Returns to Compulsory Schooling in Britain," CEPR Discussion Papers 6679, C.E.P.R. Discussion Papers.
  96. Løken, Katrine Vellesen & Mogstad, Magne & Wiswall, Matthew, 2011. "What Linear Estimators Miss: The E ects of Family Income on Child Outcomes," Working Papers in Economics 02/11, University of Bergen, Department of Economics.
  97. Grimard, Franque & Parent, Daniel, 2007. "Education and smoking: Were Vietnam war draft avoiders also more likely to avoid smoking?," Journal of Health Economics, Elsevier, vol. 26(5), pages 896-926, September.
  98. Ralf Martin & Ulrich J. Wagner & Laure B. de Preux, 2009. "The Impacts of the Climate Change Levy on business: Evidence from Microdata," CEP Discussion Papers dp0917, Centre for Economic Performance, LSE.
  99. Weili Ding & Steven F. Lehrer & J. Niels Rosenquist & Janet Audrain-McGovern, 2006. "The Impact of Poor Health on Education: New Evidence Using Genetic Markers," NBER Working Papers 12304, National Bureau of Economic Research, Inc.
  100. repec:feb:natura:0036 is not listed on IDEAS
  101. Samuel Berlinski & Sebastian Galiani & Patrick J. Mc Ewan, 2011. "Preschool and Maternal Labor Market Outcomes: Evidence from a Regression Discontinuity Design," Economic Development and Cultural Change, University of Chicago Press, vol. 59(2), pages 313 - 344.
  102. Christian Belzil & J. Hansen, 2010. "The distinction between dictatorial and incentive policy interventions and its implication for IV estimation," Working Papers hal-00463877, HAL.
  103. Steven D. Levitt & Jack Porter, 2001. "Sample Selection In The Estimation Of Air Bag And Seat Belt Effectiveness," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 603-615, November.
  104. 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.
  105. Spenkuch, Jörg L., 2010. "The Protestant Ethic and Work: Micro Evidence from Contemporary Germany," MPRA Paper 26444, University Library of Munich, Germany.
  106. Sokbae Lee & Yoon-Jae Whang, 2009. "Nonparametric Tests of Conditional Treatment Effects," Cowles Foundation Discussion Papers 1740, Cowles Foundation for Research in Economics, Yale University.
  107. Foltz Jeremy D. & Gajigo Ousman, 2012. "Working Paper 145 - Assessing the Returns to Education in the Gambia," Working Paper Series 376, African Development Bank.
  108. Kugler, Adriana D. & Sauer, Robert M, 2003. "Doctors without Borders: The Returns to an Occupational License for Soviet Immigrant Physicians in Israel," CEPR Discussion Papers 3683, C.E.P.R. Discussion Papers.
  109. Hoogerheide, Lennart F. & Kaashoek, Johan F. & van Dijk, Herman K., 2007. "On the shape of posterior densities and credible sets in instrumental variable regression models with reduced rank: An application of flexible sampling methods using neural networks," Journal of Econometrics, Elsevier, vol. 139(1), pages 154-180, July.
  110. A. Affuso, 2007. "Credit rationing and real assets: evidence from Italian panel data," Economics Department Working Papers 2007-EP09, Department of Economics, Parma University (Italy).
  111. Dante Contreras, 2002. "Vouchers, School Choice and the Access to Higher Education," Working Papers 845, Economic Growth Center, Yale University.
  112. DAROLLES, Serge & FLORENS, Jean-Pierre & RENAULT, Éric, 2002. "Nonparametric Instrumental Regression," Cahiers de recherche 2002-05, Universite de Montreal, Departement de sciences economiques.
  113. Thomas J. Kane & Cecilia Rouse, 1993. "Labor Market Returns to Two- And Four-Year College: Is A Credit a Credit And Do Degrees Matter?," Working Papers 690, Princeton University, Department of Economics, Industrial Relations Section..
  114. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
  115. Roy, Devesh & Thorat, Amit, 2008. "Success in High Value Horticultural Export Markets for the Small Farmers: The Case of Mahagrapes in India," World Development, Elsevier, vol. 36(10), pages 1874-1890, October.
  116. Lechner, Michael, 2008. "Long-run Labour Market Effects of Individual Sports Activities," CEPR Discussion Papers 6886, C.E.P.R. Discussion Papers.
  117. Awotide, Bola Amoke & Awoyemi, Taiwo T. & Diagne, Aliou & Ojehomon, Vivian E.T., 2012. "Impact of Seed Voucher System on Rice Farmers’ Welfare in Nigeria: A Randomized Control Trial Approach," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 124995, International Association of Agricultural Economists.
  118. Matthias Parey & Fabian Waldinger, 2011. "Studying Abroad and the Effect on International Labour Market Mobility: Evidence from the Introduction of ERASMUS," Economic Journal, Royal Economic Society, vol. 121(551), pages 194-222, March.
  119. Elke Schaffland, 2011. "Conditional Cash Transfers in Brazil: Treatment Evaluation of the “Bolsa Família” Program on Education," Courant Research Centre: Poverty, Equity and Growth - Discussion Papers 84, Courant Research Centre PEG, revised 11 Apr 2012.
  120. Mark Doms & Ethan Lewis, 2006. "Labor supply and personal computer adoption," Working Papers 06-10, Federal Reserve Bank of Philadelphia.
  121. Brian A. Jacob & Lars Lefgren, 2002. "The Impact of Teacher Training on Student Achievement: Quasi-Experimental Evidence from School Reform Efforts in Chicago," NBER Working Papers 8916, National Bureau of Economic Research, Inc.
  122. Belzil, Christian & Hansen, Jörgen, 2001. "Heterogeneous Returns to Human Capital and Dynamic Self-Selection," IZA Discussion Papers 272, Institute for the Study of Labor (IZA).
  123. Bruno Arpino & Chiara D. Pronzato & Lara P. Tavares, 2012. "Mothers’ labour market participation: Do grandparents make it easier?," Carlo Alberto Notebooks 277, Collegio Carlo Alberto.
  124. Jena, Pradyot Ranjan & Stellmacher, Till & Grote, Ulrike, 2012. "The Impact of Coffee Certification on Small-Scale Producers’ Livelihoods: Evidence from Ethiopia," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126720, International Association of Agricultural Economists.
  125. Angela R. Fertig & David A. Reingold, 2007. "Public housing, health, and health behaviors: Is there a connection?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 26(4), pages 831-860.
  126. Jay Bhattacharya & William B. Vogt, 2007. "Do Instrumental Variables Belong in Propensity Scores?," NBER Technical Working Papers 0343, National Bureau of Economic Research, Inc.
  127. Mingliang Li & Dale J. Poirier & Justin L. Tobias, 2004. "Do dropouts suffer from dropping out? Estimation and prediction of outcome gains in generalized selection models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(2), pages 203-225.
  128. David Card & Dean R. Hyslop, 2004. "Estimating the Effects of a Time Limited Earnings Subsidy for Welfare Leavers," NBER Working Papers 10647, National Bureau of Economic Research, Inc.
  129. Patrinos, Harry Anthony & Sakellariou, Chris, 2004. "Schooling and labor market impacts of a natural policy experiment," Policy Research Working Paper Series 3460, The World Bank.
  130. Zamarro, Gema, 2010. "Accounting for heterogeneous returns in sequential schooling decisions," Journal of Econometrics, Elsevier, vol. 156(2), pages 260-276, June.
  131. Kathrin Goeggel & Thomas Zwick, 2009. "Good Occupation – Bad Occupation? The Quality of Apprenticeship Training," Economics of Education Working Paper Series 0045, University of Zurich, Institute for Strategy and Business Economics (ISU).
  132. Silles, Mary A., 2009. "The causal effect of education on health: Evidence from the United Kingdom," Economics of Education Review, Elsevier, vol. 28(1), pages 122-128, February.
  133. Lee, Jungmin, 2004. "Sibling Size and Investment in Children's Education: An Asian Instrument," IZA Discussion Papers 1323, Institute for the Study of Labor (IZA).
  134. Nicole Fortin & Thomas Lemieux & Sergio Firpo, 2010. "Decomposition Methods in Economics," NBER Working Papers 16045, National Bureau of Economic Research, Inc.
  135. Manuel Arellano, 2007. "Comments on: Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer, vol. 16(1), pages 23-27, May.
  136. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
  137. Alla Lileeva & Daniel Trefler, 2007. "Improved Access to Foreign Markets Raises Plant-Level Productivity ... for Some Plants," NBER Working Papers 13297, National Bureau of Economic Research, Inc.
  138. Tauchmann, Harald & Göhlmann, Silja & Requate, Till & Schmidt, Christoph M., 2008. "Tobacco and Alcohol: Complements or Substitutes? A Structural Model Approach," IZA Discussion Papers 3412, Institute for the Study of Labor (IZA).
  139. 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).
  140. Angrist, Joshua & Lang, Daniel W. & Oreopoulos, Philip, 2007. "Incentives and Services for College Achievement: Evidence from a Randomized Trial," IZA Discussion Papers 3134, Institute for the Study of Labor (IZA).
  141. Alfonso Flores-Lagunes & Arturo Gonzalez & Todd C. Neumann, 2007. "Estimating the Effects of Length of Exposure to a Training Program: The Case of Job Corps," Working Papers 1042, Princeton University, Department of Economics, Industrial Relations Section..
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  151. Brian Jacob & Lars Lefgren, 2007. "The Effect of Grade Retention on High School Completion," NBER Working Papers 13514, National Bureau of Economic Research, Inc.
  152. Bingley, Paul & Jensen, Vibeke Myrup & Walker, Ian, 2005. "The Effects of School Class Size on Length of Post-Compulsory Education: Some Cost-Benefit Analysis," IZA Discussion Papers 1605, Institute for the Study of Labor (IZA).
  153. Morrill, Melinda Sandler, 2011. "The effects of maternal employment on the health of school-age children," Journal of Health Economics, Elsevier, vol. 30(2), pages 240-257, March.
  154. Manski, Charles F., 2000. "Identification problems and decisions under ambiguity: Empirical analysis of treatment response and normative analysis of treatment choice," Journal of Econometrics, Elsevier, vol. 95(2), pages 415-442, April.
  155. Belzil, Christian & Hansen, Jörgen, 2012. "Characterizing the Instrumental Variable Identifying Assumption as Sample Selection Conditions," IZA Discussion Papers 6339, Institute for the Study of Labor (IZA).
  156. Linnemayr, Sebastian & Alderman, Harold, 2008. "Almost Random: Evaluating a Large-Scale Randomized Nutrition Program in the Presence of Crossover," Policy Research Working Paper Series 4784, The World Bank.
  157. Robert Moffit, 2007. "Estimating Marginal Treatment Effects in Heterogeneous Populations," Economics Working Paper Archive 539, The Johns Hopkins University,Department of Economics.
  158. Schady, Norbert & Rosero, Jose, 2007. "Are cash transfers made to women spent like other sources of income?," Policy Research Working Paper Series 4282, The World Bank.
  159. Joseph J. Doyle, Jr., 2007. "Child Protection and Adult Crime: Using Investigator Assignment to Estimate Causal Effects of Foster Care," NBER Working Papers 13291, National Bureau of Economic Research, Inc.
  160. Battistin, Erich & Enrico Rettore, 2003. "Another look at the Regression Discontinuity Design," Royal Economic Society Annual Conference 2003 18, Royal Economic Society.
  161. 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.
  162. Bruno Arpino & Arnstein Aassve, 2008. "Estimating the causal effect of fertility on economic wellbeing: Data requirements, identifying assumptions and estimation methods," Working Papers 013, "Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi.
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  164. 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).
  165. Paul Bingley & Kaare Christensen & Ian Walker, 2007. "The Returns to Observable and Unobservable Skills over time: Evidence from a Panel of the Population of Danish Twins," Working Papers 200723, Geary Institute, University College Dublin.
  166. Massimiliano Bratti & Giulia Felice, 2011. "Are Exporters More Likely to Introduce Product Innovations?," Development Working Papers 306, Centro Studi Luca d\'Agliano, University of Milano, revised 09 May 2011.
  167. Nivorozhkina, Ludmila & Nivorozhkin, Anton & Abazieva, Kamilla, 2010. "Drop in consumption associated with retirement. The regression discontinuity design approach," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 19(3), pages 112-126.
  168. Diagne, Aliou & Sogbossi, Marie-Josee & Diawara, Sekou & Diallo, Abdoulaye Sadio & Barry, Alpha Bacar, 2008. "Evaluation de la diffusion et de l’adoption des variétés de riz NERICA en Guinée," 2007 Second International Conference, August 20-22, 2007, Accra, Ghana 52153, African Association of Agricultural Economists (AAAE).
  169. Hübler, Olaf, 2012. "Are Tall People Less Risk Averse than Others?," IZA Discussion Papers 6441, Institute for the Study of Labor (IZA).
  170. Caliendo, Marco & Hujer, Reinhard, 2005. "The Microeconometric Estimation of Treatment Effects - An Overview," IZA Discussion Papers 1653, Institute for the Study of Labor (IZA).
  171. Damm, Anna Piil, 2006. "Ethnic Enclaves and Immigrant Labour Market Outcomes: Quasi-Experimental Evidence," Working Papers 06-4, University of Aarhus, Aarhus School of Business, Department of Economics.
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  178. Judea Pearl, 2003. "Statistics and causal inference: A review," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer, vol. 12(2), pages 281-345, December.
  179. Emilia Del Bono & Fernando Galindo-Rueda, 2007. "The Long Term Impacts of Compulsory Schooling: Evidence from a Natural Experiment in School Leaving Dates," CEE Discussion Papers 0074, Centre for the Economics of Education, LSE.
  180. Luechinger, Simon & Stutzer, Alois & Winkelmann, Rainer, 2006. "The Happiness Gains from Sorting and Matching in the Labor Market," IZA Discussion Papers 2019, Institute for the Study of Labor (IZA).
  181. Cook, Thomas D., 2008. ""Waiting for Life to Arrive": A history of the regression-discontinuity design in Psychology, Statistics and Economics," Journal of Econometrics, Elsevier, vol. 142(2), pages 636-654, February.
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  183. Dee, Thomas S., 2004. "Are there civic returns to education?," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1697-1720, August.
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  185. Ofer Malamud & Cristian Pop-Eleches, 2008. "General Education vs. Vocational Training: Evidence from an Economy in Transition," Working Papers 0807, Harris School of Public Policy Studies, University of Chicago.
  186. Cao, Xinyu & Mokhtarian, Patricia & Handy, Susan, 2008. "Examining The Impacts of Residential Self-Selection on Travel Behavior: Methodologies and Empirical Findings," Institute of Transportation Studies, Working Paper Series qt08x1k476, Institute of Transportation Studies, UC Davis.
  187. D. Matthew Massey & George R. Parsons, 2007. "State Dependence and Long Term Site Capital in a Random Utility Model of Recreation Demand," NCEE Working Paper Series 200711, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Dec 2007.
  188. Frölich, Markus, 2002. "Nonparametric IV Estimation of Local Average Treatment Effects with Covariates," IZA Discussion Papers 588, Institute for the Study of Labor (IZA).
  189. Hui Shan, 2008. "Property taxes and elderly labor supply," Finance and Economics Discussion Series 2008-51, Board of Governors of the Federal Reserve System (U.S.).
  190. Masami Imai, 2008. "Crowding-Out Effects of a Government-Owned Depository Institution: Evidence from a Natural Experiment in Japan," Wesleyan Economics Working Papers 2008-003, Wesleyan University, Department of Economics.
  191. Angrist, Joshua & Lavy, Victor & Schlosser, Analia, 2006. "New Evidence on the Causal Link between the Quantity and Quality of Children," CEPR Discussion Papers 5668, C.E.P.R. Discussion Papers.
  192. Pereira, Pedro T. & Martins, Pedro S., 2000. "Does Education Reduce Wage Inequality? Quantile Regressions Evidence from Fifteen European Countries," IZA Discussion Papers 120, Institute for the Study of Labor (IZA).
  193. Belzil, Christian & Hansen, Jörgen & Kristensen, Nicolai, 2008. "Estimating Complementarity between Education and Training," IZA Discussion Papers 3882, Institute for the Study of Labor (IZA).
  194. Chris M. Herbst & Erdal Tekin, 2010. "The Impact of Child Care Subsidies on Child Well-Being: Evidence from Geographic Variation in the Distance to Social Service Agencies," NBER Working Papers 16250, National Bureau of Economic Research, Inc.
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  196. Affuso, Antonio, 2011. "A propensity score analysis of public incentives: The Italian case," MPRA Paper 36698, University Library of Munich, Germany.
  197. Cooke, Edgar F. A., 2011. "A matching approach to study the impact of agoa on Sub-Saharan African countries," MPRA Paper 34670, University Library of Munich, Germany.
  198. Fröhlich, Markus & Lechner, Michael, 2004. "Regional Treatment Intensity as an Instrument for the Evaluation of Labour Market Policies," CEPR Discussion Papers 4304, C.E.P.R. Discussion Papers.
  199. Esfandiar Maasoumi & Daniel L. Millimet & Dipanwita Sarkar, 2008. "Who Benefits from Marriage?," Emory Economics 0807, Department of Economics, Emory University (Atlanta).
  200. Channing Arndt & Sam Jones & Finn Tarp, 2009. "Aid and Growth: Have We Come Full Circle?," Discussion Papers 09-22, University of Copenhagen. Department of Economics.
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  202. Meghan Busse & Jorge Silva-Risso & Florian Zettelmeyer, 2006. "$1,000 Cash Back: The Pass-Through of Auto Manufacturer Promotions," American Economic Review, American Economic Association, vol. 96(4), pages 1253-1270, September.
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  204. Djebbari, Habiba & Smith, Jeffrey A., 2008. "Heterogeneous Impacts in PROGRESA," IZA Discussion Papers 3362, Institute for the Study of Labor (IZA).
  205. Fernando Barceinas, 2003. "Endogeneidad y rendimientos de la educación," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 18(1), pages 79-131.
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  210. Raaum, Oddbjørn & Torp, Hege & Zhang, Tao, 2003. "Do individual programme effects exceed the costs? Norwegian evidence on long run effects of labour market training," Memorandum 15/2002, Oslo University, Department of Economics.
  211. Christopher J. Ellis & Oguzhan C. Dincer & Glenn R. Waddell, 2005. "Corruption, Decentralization and Yardstick Competition," University of Oregon Economics Department Working Papers 2005-5, University of Oregon Economics Department, revised 01 Jan 2006.
  212. Riddell, W. Craig & Song, Xueda, 2011. "The Impact of Education on Unemployment Incidence and Re-employment Success: Evidence from the U.S. Labour Market," CLSRN Working Papers clsrn_admin-2011-18, UBC Department of Economics, revised 27 Jul 2011.
  213. Dambala Gelo & Steven F. Koch, 2011. "The Welfare Effect of Common Property Forestry Rights:Evidence from Ethiopian Villages," Working Papers 201123, University of Pretoria, Department of Economics.
  214. Jaap Abbring & Gerard van den Berg, 2005. "Social experiments and instrumental variables with duration outcomes," IFS Working Papers W05/19, Institute for Fiscal Studies.
  215. Hou, Xiaohui & Chao, Shiyan, 2011. "Targeted or untargeted? The initial assessment of a targeted health insurance program for the poor in Georgia," Health Policy, Elsevier, vol. 102(2), pages 278-285.
  216. DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, Social Science Research Center Berlin (WZB).
  217. Aureo de Paula & Gil Shapira & Petra E. Todd, 2008. "How Beliefs about HIV Status Affect Risky Behaviors: Evidence from Malawi1, Second Version," PIER Working Paper Archive 09-031, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Aug 2009.
  218. Arthur Lewbel, 2000. "Endogenous Selection Or Treatment Model Estimation," Boston College Working Papers in Economics 462, Boston College Department of Economics, revised 13 Jun 2007.
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  220. Carlos Dobkin & Fernando Ferreira, 2009. "Do School Entry Laws Affect Educational Attainment and Labor Market Outcomes?," NBER Working Papers 14945, National Bureau of Economic Research, Inc.
  221. Jeffrey R. Kling & Jeffrey B. Liebman & Lawrence F. Katz, 2005. "Experimental Analysis of Neighborhood Effects," NBER Working Papers 11577, National Bureau of Economic Research, Inc.
  222. Boockmann, Bernhard & Thomsen, Stephan Lothar & Walter, Thomas, 2009. "Intensifying the Use of Benefit Sanctions: An Effective Tool to Shorten Welfare Receipt and Speed Up Transitions to Employment?," IZA Discussion Papers 4580, Institute for the Study of Labor (IZA).
  223. Eva Deuchert & Conny Wunsch, 2010. "Evaluating Nationwide Health Interventions when Standard Before-After Doesn't Work: Malawi's ITN Distribution Program," CESifo Working Paper Series 3036, CESifo Group Munich.
  224. Christian Belzil & Jörgen Hansen & Xingfei Liu, 2012. "Dynamic Skill Accumulation,Comparative Advantages,Compulsory Schooling and Earnings," Working Papers 2012-01, Centre de Recherche en Economie et Statistique.
  225. Abadie, Alberto, 2003. "Semiparametric instrumental variable estimation of treatment response models," Journal of Econometrics, Elsevier, vol. 113(2), pages 231-263, April.
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  227. James J. Heckman & Sergio Urzua & Edward Vytlacil, 2009. "Understanding Instrumental Variables in Models with Essential Heterogeneity," Working Papers 200941, Geary Institute, University College Dublin.
  228. Maarten Lindeboom & Ana Llena Nozal & Bas van der Klaauw, 2006. "Parental Education and Child Health: Evidence from a Schooling Reform," Tinbergen Institute Discussion Papers 06-109/3, Tinbergen Institute.
  229. Hoddinott, John & Maluccio, John & Behrman, Jere R. & Martorell, Reynaldo & Melgar, Paul & Quisumbing, Agnes R. & Ramirez-Zea, Manuel & Stein, Aryeh D. & Yount, Kathryn M., 2011. "The consequences of early childhood growth failure over the life course:," IFPRI discussion papers 1073, International Food Policy Research Institute (IFPRI).
  230. Mutuc, Maria Erlinda M. & Rejesus, Roderick M. & Yorobe, Jose M., Jr., 2012. "Which Farmers Benefit the Most from Bt Corn Adoption in the Philippines? Estimating Heterogeneity Effects," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126363, International Association of Agricultural Economists.
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  246. Bampasidou, Maria & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2011. "Unbundling the Degree Effect in a Job Training Program for Disadvantaged Youth," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103619, Agricultural and Applied Economics Association.
  247. Schmidt, Christoph M. & Baltussen, Rob & Sauerborn, Rainer, 2000. "The Evaluation of Community-Based Interventions: Group Randomization, Limits and Alternatives," IZA Discussion Papers 206, Institute for the Study of Labor (IZA).
  248. 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.
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