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Model Selection, Confounder Control, and Marginal Structural Models: Review and New Applications
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- 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.
- Michael Lechner & Conny Wunsch, 2006. "Active Labour Market Policy in East Germany: Waiting for the Economy to Take Off," University of St. Gallen Department of Economics working paper series 2006 2006-24, Department of Economics, University of St. Gallen.
- Wunsch, Conny & Lechner, Michael, 2007. "Active labour market policy in East Germany: waiting for the economy to take off," Kiel Working Papers 1308, Kiel Institute for the World Economy (IfW Kiel).
- Lechner, Michael & Wunsch, Conny, 2006. "Active labour market policy in East Germany : waiting for the economy to take off," IAB-Discussion Paper 200620, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Lechner, Michael & Wunsch, Conny, 2006. "Active Labour Market Policy in East Germany: Waiting for the Economy to Take Off," IZA Discussion Papers 2363, Institute of Labor Economics (IZA).
- 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).
- Lechner, Michael, 2008. "Long-run Labour Market Effects of Individual Sports Activities," CEPR Discussion Papers 6886, C.E.P.R. Discussion Papers.
- Michael Lechner, 2008. "Long-run labour market effects of individual sports activities," University of St. Gallen Department of Economics working paper series 2008 2008-13, Department of Economics, University of St. Gallen.
- Lechner, Michael, 2008. "Long-Run Labour Market Effects of Individual Sports Activities," IZA Discussion Papers 3559, Institute of Labor Economics (IZA).
- 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.
- Huber, Martin & Lechner, Michael & Wunsch, Conny, 2009. "Does Leaving Welfare Improve Health? Evidence for Germany," IZA Discussion Papers 4370, Institute of Labor Economics (IZA).
- Lechner, Michael & Wunsch, Conny & Huber, Martin, 2009. "Does Leaving Welfare Improve Health? Evidence for Germany," CEPR Discussion Papers 7421, C.E.P.R. Discussion Papers.
- 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.
- 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.
- Michael Lechner & Stephan Wiehler, 2007. "Kids or Courses? Gender Differences in the Effects of Active Labor Market Policies," University of St. Gallen Department of Economics working paper series 2007 2007-08, Department of Economics, University of St. Gallen.
- Lechner, Michael & Wiehler, Stephan, 2007. "Kids or Courses? Gender Differences in the Effects of Active Labour Market Policies," CEPR Discussion Papers 6267, C.E.P.R. Discussion Papers.
- Lechner, Michael & Wiehler, Stephan, 2007. "Kids or Courses? Gender Differences in the Effects of Active Labor Market Policies," IZA Discussion Papers 2740, Institute of Labor Economics (IZA).
- 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.
- 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.
- Huber, Martin & Lechner, Michael & Strittmatter, Anthony, 2015. "Direct and Indirect Effects of Training Vouchers for the Unemployed," IZA Discussion Papers 9138, Institute of Labor Economics (IZA).
- Huber, Martin & Lechner, Michael & Strittmatter, Anthony, 2015. "Direct and indirect effects of training vouchers for the unemployed," Economics Working Paper Series 1514, University of St. Gallen, School of Economics and Political Science.
- Huber, Martin & Lechner, Michael & Strittmatter, Anthony, 2015. "Direct and indirect effects of training vouchers for the unemployed," FSES Working Papers 456, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
- Lechner, Michael & Huber, Martin & Strittmatter, Anthony, 2015. "Direct and indirect effects of training vouchers for the unemployed," CEPR Discussion Papers 10650, C.E.P.R. Discussion Papers.
- 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.
- Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2008. "A Caseworker Like Me: Does the Similarity between Unemployed and Caseworker Increase Job Placements?," IZA Discussion Papers 3437, Institute of Labor Economics (IZA).
- Lechner, Michael & Frölich, Markus & Behncke, Stefanie, 2008. "A Caseworker Like Me - Does the Similarity between unemployed and Caseworker Increase Job Placements?," CEPR Discussion Papers 6784, C.E.P.R. Discussion Papers.
- 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.
- 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.
- Stefanie Behncke & Markus Fröhlich & Michael Lechner, 2007. "Unemployed and their Caseworkers: Should they be Friends or Foes?," University of St. Gallen Department of Economics working paper series 2007 2007-45, Department of Economics, University of St. Gallen.
- Lechner, Michael & Frölich, Markus & Behncke, Stefanie, 2007. "Unemployed and Their Caseworkers: Should They Be Friends or Foes?," CEPR Discussion Papers 6558, C.E.P.R. Discussion Papers.
- Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2007. "Unemployed and Their Caseworkers: Should They Be Friends or Foes?," IZA Discussion Papers 3149, Institute of Labor Economics (IZA).
- 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.
- 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.
- Lechner, Michael & Wunsch, Conny & Huber, Martin, 2014. "Workplace health promotion and labour market performance of employees," CEPR Discussion Papers 10055, C.E.P.R. Discussion Papers.
- Huber, Martin & Lechner, Michael & Wunsch, Conny, 2014. "Workplace Health Promotion and Labour Market Performance of Employees," IZA Discussion Papers 8297, Institute of Labor Economics (IZA).
- Huber, Martin & Lechner, Michael & Wunsch, Conny, 2014. "Workplace health promotion and labour market performance of employees," Working papers 2014/06, Faculty of Business and Economics - University of Basel.
- Huber, Martin & Lechner, Michael & Wunsch, Conny, 2014. "Workplace Health Promotion and Labour Market Performance of Employees," Economics Working Paper Series 1417, University of St. Gallen, School of Economics and Political Science.
- 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.
- Conny Wunsch & Michael Lechner, 2007. "What Did All the Money Do? On the General Ineffectiveness of Recent West German Labour Market Programmes," University of St. Gallen Department of Economics working paper series 2007 2007-19, Department of Economics, University of St. Gallen.
- Wunsch, Conny & Lechner, Michael, 2007. "What Did All the Money Do? On the General Ineffectiveness of Recent West German Labour Market Programmes," IZA Discussion Papers 2800, Institute of Labor Economics (IZA).
- Lechner, Michael & Wunsch, Conny, 2007. "What Did All the Money Do? On the General Ineffectiveness of Recent West German Labour Market Programmes," CEPR Discussion Papers 6306, C.E.P.R. Discussion Papers.
- 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.
- 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).
- 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.
- Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The effect of firms' partial retirement policies on the labour market outcomes of their employees," Economics Working Paper Series 1316, University of St. Gallen, School of Economics and Political Science.
- Wunsch, Conny & Huber, Martin & Lechner, Michael, 2014. "The effect of firms' partial retirement policies on the labour market outcomes of their employees," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100355, Verein für Socialpolitik / German Economic Association.
- Lechner, Michael & Wunsch, Conny & Huber, Martin, 2013. "The effect of firms' partial retirement policies on the labour market outcomes of their employees," CEPR Discussion Papers 9574, C.E.P.R. Discussion Papers.
- Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The effect of firms' partial retirement policies on the labour market outcomes of their employees," Working papers 2013/12, Faculty of Business and Economics - University of Basel.
- 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.
- Huber, Martin & Mellace, Giovanni & Lechner, Michael, 2014. "Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism," Economics Working Paper Series 1414, University of St. Gallen, School of Economics and Political Science.
- 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.
- 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.
- 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.
- 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.
- 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.
- Michael Lechner & Conny Wunsch, 2006. "Are Training Programs More Effective When Unemployment Is High?," University of St. Gallen Department of Economics working paper series 2006 2006-23, Department of Economics, University of St. Gallen.
- Lechner, Michael & Wunsch, Conny, 2006. "Are Training Programs More Effective When Unemployment Is High?," IZA Discussion Papers 2355, Institute of Labor Economics (IZA).
- Lechner, Michael & Wunsch, Conny, 2006. "Are Training Programs More Effective When Unemployment Is High?," CEPR Discussion Papers 5920, C.E.P.R. Discussion Papers.
- Lechner, Michael & Wunsch, Conny, 2007. "Are training programs more effective when unemployment is high?," IAB-Discussion Paper 200707, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- 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).
- Strittmatter, Anthony & Lechner, Michael, 2017. "Sorting on the Used-Car Market After the Volkswagen Emission Scandal," Economics Working Paper Series 1706, University of St. Gallen, School of Economics and Political Science.
- Anthony Strittmatter & Michael Lechner, 2019. "Sorting on the Used-Car Market After the Volkswagen Emission Scandal," Papers 1908.09609, arXiv.org.
- Anthony Strittmatter & Michael Lechner, 2017. "Sorting on the Used-Car Market After the Volkswagen Emission Scandal," CESifo Working Paper Series 6480, CESifo.
- Huber, Martin & Lechner, Michael & Wunsch, Conny & Walter, Thomas, 2009.
"Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work?,"
IZA Discussion Papers
4090, Institute of Labor Economics (IZA).
- Martin Huber & Michael Lechner & Conny Wunsch & Thomas Walter, 2009. "Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work?," University of St. Gallen Department of Economics working paper series 2009 2009-03, Department of Economics, University of St. Gallen.
- 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.
- 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.
- 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.
- Lechner, Michael & Wunsch, Conny, 2011. "Sensitivity of Matching-Based Program Evaluations to the Availability of Control Variables," IZA Discussion Papers 5553, Institute of Labor Economics (IZA).
- Michael Lechner & Conny Wunsch, 2011. "Sensitivity of Matching-Based Program Evaluations to the Availability of Control Variables," CESifo Working Paper Series 3381, CESifo.
- Lechner, Michael & Wunsch, Conny, 2011. "Sensitivity of matching-based program evaluations to the availability of control variables," Economics Working Paper Series 1105, University of St. Gallen, School of Economics and Political Science.
- 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.
- Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2007. "Public Employment Services and Employers: How Important Are Networks with Firms?," IZA Discussion Papers 3005, Institute of Labor Economics (IZA).
- 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.
- 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.
- 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.
- 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.
- 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.
- Kalle Hirvonen & Elia Machado & Andrew M. Simons, 2024. "Can social assistance reduce violent conflict and civil unrest?: Evidence from a large-scale public works programme in Ethiopia," WIDER Working Paper Series wp-2024-78, World Institute for Development Economic Research (UNU-WIDER).
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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).
- Joana Cardim & Teresa Molina-Millán & Pedro C. Vicente, 2021. "Can technology improve the classroom experience in primary education? An African experiment on a worldwide program," NOVAFRICA Working Paper Series wp2101, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.