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

Author

Listed:
  • Joffe, Marshall M.
  • Ten Have, Thomas R.
  • Feldman, Harold I.
  • Kimmel, Stephen E.

Abstract

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Suggested Citation

  • Joffe, Marshall M. & Ten Have, Thomas R. & Feldman, Harold I. & Kimmel, Stephen E., 2004. "Model Selection, Confounder Control, and Marginal Structural Models: Review and New Applications," The American Statistician, American Statistical Association, vol. 58, pages 272-279, November.
  • Handle: RePEc:bes:amstat:v:58:y:2004:m:november:p:272-279
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    Citations

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    Cited by:

    1. 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.
    2. 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.
    3. 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.
    4. Huber, Martin & Lechner, Michael & Strittmatter, Anthony, 2015. "Direct and indirect effects of training vouchers for the unemployed," CEPR Discussion Papers 10650, C.E.P.R. Discussion Papers.
    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. Anthony Strittmatter & Michael Lechner, 2017. "Sorting on the Used-Car Market After the Volkswagen Emission Scandal," CESifo Working Paper Series 6480, CESifo Group Munich.
    7. repec:zbw:rwirep:0373 is not listed on IDEAS
    8. Huber, Martin & Lechner, Michael & Walter, Thomas & Wunsch, Conny, 2009. "Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work?," CEPR Discussion Papers 7238, C.E.P.R. Discussion Papers.
    9. 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).
    10. Martin Huber & Michael Lechner & Conny Wunsch, 2013. "The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees," CESifo Working Paper Series 4343, CESifo Group Munich.
    11. Stefanie Behncke & Markus Frˆlich & 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.
    12. 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.
    13. 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.
    14. Fei Gao & Donglin Zeng & Helen Wei & Xuena Wang & Joseph G. Ibrahim, 0. "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. 0, pages 1-17.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. repec:tpr:restat:v:99:y:2017:i:1:p:180-183 is not listed on IDEAS
    21. Huber, Martin & Lechner, Michael & Steinmayr, Andreas, 2012. "Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation," Economics Working Paper Series 1226, University of St. Gallen, School of Economics and Political Science.
    22. 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.
    23. 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.
    24. 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, pages 180-183.

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