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The Role of the Propensity Score in Estimating Dose-Response Functions

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Cited by:

  1. Ibarrarán, Pablo & Sarzosa, Miguel & Soares, Yuri, 2008. "The Welfare Impacts of Local Investment Projects: Evidence from the Guatemala FIS," IDB Publications (Working Papers) 3020, Inter-American Development Bank.
  2. Barbara Sianesi, 2001. "Differential effects of Swedish active labour market programmes for unemployed adults during the 1990s," IFS Working Papers W01/25, Institute for Fiscal Studies.
  3. Larsson, Laura, 2000. "Evaluation of Swedish Youth Labour Market Programmes," Working Paper Series 2000:6, Uppsala University, Department of Economics.
  4. Lechner, Michael & Smith, Jeffrey, 2007. "What is the value added by caseworkers?," Labour Economics, Elsevier, vol. 14(2), pages 135-151, April.
  5. Bryson, Alex & Dorsett, Richard & Purdon, Susan, 2002. "The use of propensity score matching in the evaluation of active labour market policies," LSE Research Online Documents on Economics 4993, London School of Economics and Political Science, LSE Library.
  6. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
  7. Michael Gerfin & Michael Lechner, 2002. "A Microeconometric Evaluation of the Active Labour Market Policy in Switzerland," Economic Journal, Royal Economic Society, vol. 112(482), pages 854-893, October.
  8. Fertig, Michael & Kluve, Jochen, 2005. "The Effect of Age at School Entry on Educational Attainment in Germany," RWI Discussion Papers 27, RWI - Leibniz-Institut für Wirtschaftsforschung.
  9. Tugba Akkaya Hocagil & Richard J. Cook & Sandra W. Jacobson & Joseph L. Jacobson & Louise M. Ryan, 2021. "Propensity score analysis for a semi‐continuous exposure variable: a study of gestational alcohol exposure and childhood cognition," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(4), pages 1390-1413, October.
  10. Lechner Michael & Miquel Ruth & Wunsch Conny, 2007. "The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany After Unification," German Economic Review, De Gruyter, vol. 8(4), pages 468-509, December.
  11. CREPON Bruno & DUGUET Emmanuel, 2004. "Bank loans, start-up subsidies and the survival of the new firms: an econometric analysis at the entrepreneur level," Labor and Demography 0411004, University Library of Munich, Germany.
  12. Black, Dan A. & Smith, J.A.Jeffrey A., 2004. "How robust is the evidence on the effects of college quality? Evidence from matching," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
  13. Michael Lechner, 2000. "Programme Heterogeneity and Propensity Score Matching: An Application to the Evaluation of Active Labour Market Policies," Econometric Society World Congress 2000 Contributed Papers 0647, Econometric Society.
  14. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 521-566, July.
  15. Raaum, Oddbjørn & Torp, Hege & Zhang, Tao, 2003. "Business cycles and the impact of labour market programmes," Memorandum 14/2002, Oslo University, Department of Economics.
  16. Hämäläinen, Kari & Ollikainen, Virve, 2004. "Differential Effects of Active Labour Market Programmes in the Early Stages of Young People's Unemployment," Research Reports 115, VATT Institute for Economic Research.
  17. Nicoletti, Cheti, 2006. "Nonresponse in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 132(2), pages 461-489, June.
  18. 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).
  19. Rajeev Dehejia & Roberta Gatti, 2002. "Child Labor: The Role of Income Variability and Access to Credit Across Countries," NBER Working Papers 9018, National Bureau of Economic Research, Inc.
  20. Bernd Fitzenberger & Stefan Speckesser, 2007. "Employment effects of the provision of specific professional skills and techniques in Germany," Empirical Economics, Springer, vol. 32(2), pages 529-573, May.
  21. Michael White and Genevieve Knight, 2003. "Benchmarking the effectiveness of NDYP: A review of European and US literature on the microeconomic effects of labour market programmes for young people," PSI Research Discussion Series 10, Policy Studies Institute, UK.
  22. Carlos A. Flores & Oscar A. Mitnik, 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," Working Papers 2010-10, University of Miami, Department of Economics.
  23. R. Bellio & E. Gori, 2003. "Impact evaluation of job training programmes: Selection bias in multilevel models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 30(8), pages 893-907.
  24. 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.
  25. Erica Field, 2002. "Educational Debt Burden and Career Choice: Evidence from a Financial Aid Experiment at NYU Law School," Working Papers 848, Princeton University, Department of Economics, Industrial Relations Section..
  26. Bruno Crepon & Francis Kramarz, 2002. "Employed 40 Hours or Not Employed 39: Lessons from the 1982 Mandatory Reduction of the Workweek," Journal of Political Economy, University of Chicago Press, vol. 110(6), pages 1355-1389, December.
  27. Bernd Fitzenberger & Aderonke Osikominu & Robert Völter, 2008. "Get Training or Wait? Long-Run Employment Effects of Training Programs for the Unemployed in West Germany," Annals of Economics and Statistics, GENES, issue 91-92, pages 321-355.
  28. Nguyen Viet, Cuong, 2008. "Impact Evaluation of Multiple Overlapping Programs using Difference-in-differences with Matching," MPRA Paper 24899, University Library of Munich, Germany.
  29. Larsson, Laura, 2000. "Evaluation of Swedish youth labour market programmes," Working Paper Series 2000:1, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  30. Lechner, Michael, 2004. "Sequential Matching Estimation of Dynamic Causal Models," IZA Discussion Papers 1042, Institute of Labor Economics (IZA).
  31. Cuong, Nguyen Viet, 2009. "Impact evaluation of multiple overlapping programs under a conditional independence assumption," Research in Economics, Elsevier, vol. 63(1), pages 27-54, March.
  32. Zhao, Zhong, 2008. "Sensitivity of propensity score methods to the specifications," Economics Letters, Elsevier, vol. 98(3), pages 309-319, March.
  33. Michael Lechner, 2002. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(1), pages 59-82, February.
  34. Tuomas Takalo & Tanja Tanayama & Otto Toivanen, 2005. "Selection Or Self-Rejection? Applications Into A Treatment," Industrial Organization 0510002, University Library of Munich, Germany.
  35. Elena Glinskaya & Michael Lokshin, 2007. "Wage differentials between the public and private sectors in India," Journal of International Development, John Wiley & Sons, Ltd., vol. 19(3), pages 333-355.
  36. Lechner, Michael, 1999. "Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption," IZA Discussion Papers 91, Institute of Labor Economics (IZA).
  37. Shen, Yu-Chu, 2002. "The effect of hospital ownership choice on patient outcomes after treatment for acute myocardial infarction," Journal of Health Economics, Elsevier, vol. 21(5), pages 901-922, September.
  38. Michael Lechner & Ruth Miquel, 2010. "Identification of the effects of dynamic treatments by sequential conditional independence assumptions," Empirical Economics, Springer, vol. 39(1), pages 111-137, August.
  39. Hujer, Reinhard & Wellner, Marc, 2000. "The Effects of Public Sector Sponsored Training on Individual Employment Performance in East Germany," IZA Discussion Papers 141, Institute of Labor Economics (IZA).
  40. Johansson, Per, 2006. "Using internal replication to establish a treatment effect," Working Paper Series 2006:3, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  41. Fredriksson, Peter & Johansson, Per, 2003. "Employment, mobility, and active labor market programs," Working Paper Series 2003:3, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  42. Thomas Brodaty & Bruno Crepon & Denis Fougere, 2000. "Using Matching Estiamtors to Evaluate Youth Employment Programs: Evidence from France, 1986-1988," Econometric Society World Congress 2000 Contributed Papers 0576, Econometric Society.
  43. Lechner, Michael & Wunsch, Conny, 2006. "Active Labour Market Policy in East Germany: Waiting for the Economy to Take Off," CEPR Discussion Papers 5924, C.E.P.R. Discussion Papers.
  44. Hujer, Reinhard & Caliendo, Marco, 2000. "Evaluation of Active Labour Market Policy: Methodological Concepts and Empirical Estimates," IZA Discussion Papers 236, Institute of Labor Economics (IZA).
  45. Leo Turcotte & John Robst & Solomon Polachek, 2006. "Medical interventions among pregnant women in fee-for-service and managed care insurance: a propensity score analysis," Applied Economics, Taylor & Francis Journals, vol. 38(13), pages 1513-1525.
  46. Fougère, Denis & Crépon, Bruno & Brodaty, Thomas, 2000. "Using Matching Estimators to Evaluate Alternative Youth Employment Programs: Evidence from France, 1986-1988," CEPR Discussion Papers 2604, C.E.P.R. Discussion Papers.
  47. Carlos A. Flores & Oscar A. Mitnik, 2013. "Comparing Treatments across Labor Markets: An Assessment of Nonexperimental Multiple-Treatment Strategies," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1691-1707, December.
  48. Markus Frölich & Almas Heshmati & Michael Lechner, 2004. "A microeconometric evaluation of rehabilitation of long-term sickness in Sweden," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(3), pages 375-396.
  49. Mateus de Carvalho Reis Neves & Felipe de Figueiredo Silva & Carlos Otávio de Freitas & Marcelo José Braga, 2021. "The Role of Cooperatives in Brazilian Agricultural Production," Agriculture, MDPI, vol. 11(10), pages 1-15, September.
  50. Erica Field, 2002. "Educational Debt Burden and Career Choice: Evidence from a Financial Aid Experiment at NYU Law School," Working Papers 848, Princeton University, Department of Economics, Industrial Relations Section..
  51. 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.
  52. Leroux, Justin & Rizzo, John & Sickles, Robin, 2004. "Health, Mental Health and Labor Productivity: The Role of Self-Reporting Bias," Working Papers 2004-09, Rice University, Department of Economics.
  53. Kathleen Carey & Avi Dor, 2002. "Does Managerial 'Outsourcing' Reduce Expense Preference Behavior? A Comparison of Adopters and Non-Adopters of Contract-Management in US Hospitals," NBER Working Papers 9157, National Bureau of Economic Research, Inc.
  54. Stephan, Gesine & Pahnke, André, 2008. "The Relative Effectiveness of Selected Active Labour Market Programmes and the Common Support Problem," IZA Discussion Papers 3767, Institute of Labor Economics (IZA).
  55. Janod, Veronique & Saint-Martin, Anne, 2004. "Measuring the impact of work reorganization on firm performance: evidence from French manufacturing, 1995-1999," Labour Economics, Elsevier, vol. 11(6), pages 785-798, December.
  56. Inés Hardoy, 2005. "Impact of Multiple Labour Market Programmes on Multiple Outcomes: The Case of Norwegian Youth Programmes," LABOUR, CEIS, vol. 19(3), pages 425-467, September.
  57. Caliendo, Marco & Hujer, Reinhard & Thomsen, Stephan L., 2005. "Individual employment effects of job creation schemes in Germany with respect to sectoral heterogeneity," IAB-Discussion Paper 200513, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  58. 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.
  59. Carling, Kenneth & Larsson, Laura, 2002. "Does early intervention help the unemployed youth?," Working Paper Series 2002:10, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  60. Brinkmann, Christian & Caliendo, Marco & Hujer, Reinhard & Thomsen, Stephan L., 2006. "Zielgruppenspezifische Evaluation von Arbeitsbeschaffungsmaßnahmen : Gewinner und Verlierer," IAB-Forschungsbericht 200605, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
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