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Model Selection, Confounder Control, and Marginal Structural Models: Review and New Applications

Citations

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Cited by:

  1. repec:zbw:rwirep:0373 is not listed on IDEAS
  2. 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.
  3. Michael Lechner, 2008. "Long-Run Labour Market Effects of Individual Sports Activities," SOEPpapers on Multidisciplinary Panel Data Research 114, DIW Berlin, The German Socio-Economic Panel (SOEP).
  4. Martin Huber & Michael Lechner & Conny Wunsch, 2011. "Does leaving welfare improve health? Evidence for Germany," Health Economics, John Wiley & Sons, Ltd., vol. 20(4), pages 484-504, April.
  5. Michael Lechner & Stephan Wiehler, 2011. "Kids or courses? Gender differences in the effects of active labor market policies," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(3), pages 783-812, July.
  6. Michael Lechner & Conny Wunsch, 2009. "Active labour market policy in East Germany," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 17(4), pages 661-702, October.
  7. Martin Huber & Michael Lechner & Anthony Strittmatter, 2018. "Direct and indirect effects of training vouchers for the unemployed," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 181(2), pages 441-463, February.
  8. Stefanie Behncke & Markus Frölich & Michael Lechner, 2008. "A Caseworker Like Me - Does The Similarity Between Unemployed And Caseworker Increase Job Placements?," University of St. Gallen Department of Economics working paper series 2008 2008-08, Department of Economics, University of St. Gallen.
  9. Phuong Nguyen-Hoang, 2012. "Fiscal effects of budget referendums: evidence from New York school districts," Public Choice, Springer, vol. 150(1), pages 77-95, January.
  10. Stefanie Behncke & Markus Frölich & Michael Lechner, 2010. "Unemployed and their caseworkers: should they be friends or foes?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(1), pages 67-92, January.
  11. Lechner, Michael, 2009. "Long-run labour market and health effects of individual sports activities," Journal of Health Economics, Elsevier, vol. 28(4), pages 839-854, July.
  12. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2015. "Workplace health promotion and labour market performance of employees," Journal of Health Economics, Elsevier, vol. 43(C), pages 170-189.
  13. Conny Wunsch & Michael Lechner, 2008. "What Did All the Money Do? On the General Ineffectiveness of Recent West German Labour Market Programmes," Kyklos, Wiley Blackwell, vol. 61(1), pages 134-174, February.
  14. Lenis, David & Ackerman, Benjamin & Stuart, Elizabeth A., 2018. "Measuring model misspecification: Application to propensity score methods with complex survey data," Computational Statistics & Data Analysis, Elsevier, vol. 128(C), pages 48-57.
  15. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of Their Employees," IZA Discussion Papers 7513, Institute of Labor Economics (IZA).
  16. Martin Huber & Michael Lechner & Giovanni Mellace, 2017. "Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 180-183, March.
  17. Boris Augurzky & Arndt Reichert & Christoph M. Schmidt, 2012. "The Effect of a Bonus Program for Preventive Health Behavior on Health Expenditures," Ruhr Economic Papers 0373, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  18. Maeregu W. Arisido & Fulvia Mecatti & Paola Rebora, 2022. "Improving the causal treatment effect estimation with propensity scores by the bootstrap," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 106(3), pages 455-471, September.
  19. Pawlowski, Tim & Schüttoff, Ute & Downward, Paul & Lechner, Michael, 2014. "Sport participation and Child Development in Less Developed Countries," Economics Working Paper Series 1433, University of St. Gallen, School of Economics and Political Science.
  20. Pawlowski, Tim & Schüttoff, Ute & Downward, Paul & Lechner, Michael, 2014. "Children’s skill formation in less developed countries – The impact of sports participation," Economics Working Paper Series 1412, University of St. Gallen, School of Economics and Political Science.
  21. Michael Lechner & Conny Wunsch, 2009. "Are Training Programs More Effective When Unemployment Is High?," Journal of Labor Economics, University of Chicago Press, vol. 27(4), pages 653-692, October.
  22. Strittmatter, Anthony & Lechner, Michael, 2020. "Sorting in the used-car market after the Volkswagen emission scandal," Journal of Environmental Economics and Management, Elsevier, vol. 101(C).
  23. Lechner, Michael & Wunsch, Conny & Huber, Martin & Walter, Thomas, 2009. "Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work?," CEPR Discussion Papers 7238, C.E.P.R. Discussion Papers.
  24. Lechner, Michael & Wunsch, Conny, 2013. "Sensitivity of matching-based program evaluations to the availability of control variables," Labour Economics, Elsevier, vol. 21(C), pages 111-121.
  25. Stefanie Behncke & Markus Frölich & Michael Lechner, 2007. "Public Employment Services and Employers: How Important are Networks with Firms?," University of St. Gallen Department of Economics working paper series 2007 2007-33, Department of Economics, University of St. Gallen.
  26. Lateef B. Amusa & Temesgen Zewotir & Delia North, 2019. "A Weighted Covariate Balancing Method of Estimating Causal Effects in Case-Control Studies," Modern Applied Science, Canadian Center of Science and Education, vol. 13(4), pages 1-40, April.
  27. José R. Zubizarreta, 2015. "Stable Weights that Balance Covariates for Estimation With Incomplete Outcome Data," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(511), pages 910-922, September.
  28. Min‐Han Tsai & Yir‐Hueih Luh, 2023. "Group heterogeneity and the economic effect of farmer organisation participation: Empirical evidence from Taiwan," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(2), pages 473-491, June.
  29. Martin Huber & Michael Lechner & Andreas Steinmayr, 2015. "Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour," Empirical Economics, Springer, vol. 49(1), pages 1-31, August.
  30. K. C. Culver & Nicholas A. Bowman, 2020. "Is What Glitters Really Gold? A Quasi-Experimental Study of First-Year Seminars and College Student Success," Research in Higher Education, Springer;Association for Institutional Research, vol. 61(2), pages 167-196, March.
  31. Augurzky, Boris & Reichert, Arndt R. & Schmidt, Christoph M., 2012. "The Effect of a Bonus Program for Preventive Health Behavior on Health Expenditures," Ruhr Economic Papers 373, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  32. Andrea Ciccarelli & Elena Fabrizi & Eleonora Romano & Pietro Zoppoli, 2022. "Health, Well-Being and Work History Patterns: Insight on Territorial Differences," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(2), pages 629-647, June.
  33. Fei Gao & Donglin Zeng & Helen Wei & Xuena Wang & Joseph G. Ibrahim, 2018. "Estimating Treatment Effects for Recurrent Events in the Presence of Rescue Medications: An Application to the Immune Thrombocytopenia Study," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 10(2), pages 473-489, August.
  34. Olli Saarela & David A. Stephens & Erica E. M. Moodie & Marina B. Klein, 2015. "On Bayesian estimation of marginal structural models," Biometrics, The International Biometric Society, vol. 71(2), pages 279-288, June.
  35. Tim Pawlowski & Ute Schüttoff & Paul Downward & Michael Lechner, 2018. "Can Sport Really Help to Meet the Millennium Development Goals? Evidence From Children in Peru," Journal of Sports Economics, , vol. 19(4), pages 498-521, May.
  36. Matthew Cefalu & Francesca Dominici & Nils Arvold & Giovanni Parmigiani, 2017. "Model averaged double robust estimation," Biometrics, The International Biometric Society, vol. 73(2), pages 410-421, June.
  37. Bellon, Mauricio R. & Gotor, Elisabetta & Caracciolo, Francesco, 2015. "Assessing the Effectiveness of Projects Supporting On-Farm Conservation of Native Crops: Evidence From the High Andes of South America," World Development, Elsevier, vol. 70(C), pages 162-176.
  38. Conny Wunsch, 2007. "Optimal Use of Labour Market Policies," University of St. Gallen Department of Economics working paper series 2007 2007-26, Department of Economics, University of St. Gallen.
  39. Kenneth Khoo & Jaclyn Neo, 2023. "Gender gaps in legal education: The impact of class participation assessments," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 20(4), pages 1070-1137, December.
  40. Do, D. Phuong & Wang, Lu & Elliott, Michael R., 2013. "Investigating the relationship between neighborhood poverty and mortality risk: A marginal structural modeling approach," Social Science & Medicine, Elsevier, vol. 91(C), pages 58-66.
  41. Pål C. Ryalen & Mats J. Stensrud & Kjetil Røysland, 2019. "The additive hazard estimator is consistent for continuous-time marginal structural models," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 25(4), pages 611-638, October.
  42. Cardim, Joana & Molina-Millán, Teresa & Vicente, Pedro C., 2023. "Can technology improve the classroom experience in primary education? An African experiment on a worldwide program," Journal of Development Economics, Elsevier, vol. 164(C).
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