Publié dans des revues académiques à comité de lecture
"The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators", with Bodory, L. Camponovo, and M. Lechner, forthcoming in the Journal of Business and Economic Statistics.
"Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting", with Y.-C. Hsu and T.-C. Lai, forthcoming in the Journal of Econometric Methods.
"Evaluating an information campaign about rural development policies in (FYR) Macedonia", with A. Kotevska, A. Martinovska Stojcheska, and A. Solovyeva, forthcoming in the Agricultural and Resource Economics Review.
“Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery”, with E. Deuchert and M. Schelker, forthcoming in the Journal of Business and Economic Statistics.
“Including Covariates in the Regression Discontinuity Design”, with M. Frölich, forthcoming in the Journal of Business and Economic Statistics.
"Direct and indirect effects of training vouchers for the unemployed", with M. Lechner and A. Strittmatter, forthcoming in the Journal of the Royal Statistical Society Series A.
"Direct and indirect treatment effects: Causal chains and mediation analysis with instrumental variables", with M. Frölich, forthcoming in the Journal of the Royal Statistical Society Series B.
"Testing the validity of the compulsory schooling law instrument", with B. Bolzern, Economics Letters, 159, 23-27, 2017.
"The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation", with M. Frölich and M. Wiesenfarth, Computational Statistics & Data Analysis, 115, 91–102, 2017.
"A cautionary tale about control variables in IV estimation", with E. Deuchert, forthcoming in the Oxford Bulletin of Economics and Statistics.
"Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism", with M. Lechner and G. Mellace, Review of Economics and Statistics, 99 (1), 180-183, 2017.
“Does preschool boost the development of minority children? The case of Roma children”, with C. Felfe, Journal of the Royal Statistical Society Series A, 180 (2), 475-502,2017.
"Sharp IV bounds on average treatment effects on the treated and other populations under endogeneity and noncompliance", with L. Laffers and G. Mellace, Journal of Applied Econometrics, 32 (1),56-79, 2017.
"The Effects of Firms'Partial Retirement Policies on the Labour Market Outcomes of their Employees" with M. Lechner and C. Wunsch, Industrial and Labor Relations Review, 69 (5), 1216-1248,2016.
"On the Development of Students' Attitudes towards Corruption and Cheating in Russian Universities", with E. Denisova-Schmidt and E. Leontyeva, European Journal of Higher Education, 6 (2), 128-143, 2016.
"An Experimental Evaluation of an Anti-Corruption Intervention among Ukrainian University Students", with E. Denisova-Schmidt and Y. Prytula, Eurasian Geography and Economics, 56 (6), 713-734,2016.
"Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine", with E. Denisova-Schmidt and E. Leontyeva, Educational Studies Moscow, 1, 61-83, 2016.
"The finite sample performance of estimators for mediation analysis under sequential conditional independence", with M. Lechner and G. Mellace, Journal of Business and Economic Statistics, 34 (1), 139-160, 2016.
"A test of the conditional independence assumption in sample selection models", with B. Melly, Journal of Applied Econometrics, 30 (7), 1144-1168, 2015.
"Workplace health promotion and labour market performance of employees", with M. Lechner and C. Wunsch, Journal of Health Economics, 43, 170–189, 2015.
"Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation", with M. Lechner and A. Steinmayr, Empirical Economics, 49(1), 1-31, 2015.
"Causal pitfalls in the decomposition of wage gaps", Journal of Business and Economic Statistics, 33 (2), 179-191, 2015.
"Testing instrument validity for LATE identification based on inequality moment constraints", with G. Mellace, Review of Economics and Statistics, 97(2), 398-411, 2015.
"Testing the validity of the sibling sex ratio instrument", LABOUR: Review of Labour Economics and Industrial Relations, 29 (1), 1-14, 2015.
"Sharp bounds on causal effects under sample selection", with G. Mellace, Oxford Bulletin of Economics and Statistics, 77 (1), 129-151, 2015.
"Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment", with B. Boockmann, S. Thomsen, T. Walter, and C. Göbel, German Economic Review, 16 (1), 13-42, 2015.
"Treatment evaluation with multiple outcome periods under endogeneity and attrition", with M. Frölich, Journal of the American Statistical Association, 109 (508), 1697-1711, 2014.
"Testing exclusion restrictions and additive separability in sample selection models", with G. Mellace, Empirical Economics, 47 (1), 75-92,2014.
"Identifying causal mechanisms (primarily) based on inverse probability weighting", Journal of Applied Econometrics, 29 (6), 920-943, 2014.
"Regional Differences in Perceived Corruption among Ukrainian Firms", with E. Denisova-Schmidt, Eurasian Geography and Economics, 55 (1), 10-36, 2014.
"Sensitivity checks for the local average treatment effect", Economics Letters, 123 (2), 220-223, 2014.
"Treatment evaluation in the presence of sample selection", Econometric Reviews, 33 (8), 869-905, 2014.
"A simple test for the ignorability of non-compliance in experiments", Economics Letters, 120 (3), 389-391, 2013.
"The performance of estimators based on the propensity score", with M. Lechner and C. Wunsch, Journal of Econometrics, 175 (1), 1-21, 2013.
"Identification of average treatment effects in social experiments under alternative forms of attrition", Journal of Educational and Behavioral Statistics, 37 (3), 443-474, 2012.
"Does Leaving Welfare Improve Health? Evidence for Germany", with M. Lechner and C. Wunsch, Health Economics, 20 (4), 484-504, 2011.
"Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment?", with M. Lechner, C. Wunsch, and T. Walter, German Economic Review, 12 (2), 182-204, 2011.
"Testing for covariate balance using nonparametric quantile regression and resampling methods", Journal of Applied Statistics, 38 (12), 2881-2899, 2011.
"Disentangling policy effects into causal channels" , IZA World of Labor.
Denisova-Schmidt, E., Huber, M., and Prytula, Y.: "Corruption among Ukrainian Businesses: Do Firm Size, Industry and Region Matter? ", in Leither, J., and Meissner, H.: Political Risks and their Impacts on the Business Environment of BSR Countries, Routledge.
"Direct and indirect effects of continuous treatments based on generalized propensity score weighting”, with Yu-Chin Hsu, Ying-Ying Lee, and Layal Pipoz, SES Working Paper 495, University of Fribourg, 2018.
“Machine learning with screens for detecting bid-rigging cartels”, with David Imhof, SES Working Paper 494, University of Fribourg, 2018.
“The causalweight package for causal inference in R”, with Hugo Bodory, SES Working Paper 493, University of Fribourg, 2018.
“Instrument-based estimation with binarized treatments : issues and tests for the exclusion restriction”, with Martin Eckhoff Andresen, SES Working Paper 492, University of Fribourg, 2018.
“Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting”, with Y.-C. Hsu and T.-C. Lai, SES Working Paper 482, University of Fribourg, 2017.
“A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects”, with A. Steinmayr, Rationality and Competition Discussion Paper 21, 2017.
“Evaluating local average and quantile treatment effects under endogeneity based on instruments : a review”, with K. Wüthrich, SES Working Paper 479, University of Fribourg, 2017.
"It's Never Too LATE: A New Look at Local Average Treatment Effects with or Without Defiers", with C. Dahl and G. Mellace, Discussion Paper 2/2017 on Business and Economics, University of Southern Denmark, 2017.
“How war affects political attitudes: Evidence from eastern Ukraine”, with S. Tyahlo, SES Working Paper 472, University of Fribourg, 2016.
“A Wild Bootstrap Algorithm for Propensity Score Matching Estimators”, with H. Bodory, L. Camponovo, M. Huber, and M. Lechner, SES Working Paper 470, University of Fribourg, 2016.
"The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators", with H. Bodory, L. Camponovo, M. Huber, and M. Lechner, IZA Discussion Paper 9706, 2016.
"Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by In- struments", with H. Fricke, M. Frölich, and M. Lechner, IZA Discussion Paper 9428, 2015.
Conférences & Workshops
Machine Learning in Economics and Econometrics (Munich), European Causal Inference Meeting (Florence), Challenges in Evaluating Regional and Urban Policy (Rome)
European Association of Labor Economists (St. Gallen), BFH Conference on Discrimination in the Labor Market (Bern), Swiss Society of Economics and Statistics (Lausanne)
Rural Development Forum (Skopje), Workshop on Uncovering Causal Mechanisms (Munich), Economet- ric Society European Meeting (Geneva), Mediation Analysis based on Propensity Score Methods (Aca- demia Sinica, Taipei)
European Economic Association (Mannheim), International Association for Applied Econometrics (Thessaloniki), Statistics Winter Conference of the University of Umea (Borgafjäll)
European Association of Labor Economists (Ljubljana), International Association for Applied Econometrics (London), Austrian Economic Association (Vienna)
Econometric Society European Meeting (Gothenburg), Swiss Society of Economics and Statistics (Neuchâtel), Austrian Economic Association (Innsbruck), DAGStat (Freiburg i. Br.)
SFB 884 conference on "Evaluation of Political Reforms" (Mannheim), 4th Joint IZA/IFAU Conference on Labor Market Policy Evaluation (Bonn), IAB conference "Field experiments in policy evaluation" (Nuremberg), European Association of Labor Economists (Bonn), Jena Symposium on Causality (Jena), Society of Labor Economists (Chicago), IQSS conference "Frontiers in the Analysis of Causal Mechanisms" (Harvard)
IZA Conference on Labor Market Policy Evaluation (Harvard), Swiss Society of Economics and Statistics (Lucerne),
Econometric Society World Meeting (Shanghai), Swiss Society of Economics and Statistics (Fribourg), European Ass. of Labour Economists/Society of Labor Economists (London), ZEW Workshop "Evaluation of Policies Fighting Social Exclusion" (Mannheim),
Verein für Socialpolitik (Magdeburg), Econometric Society European Meeting (Barcelona), Swiss Society of Economics and Statistics (Geneva), cemmap conference on quantile regression (London), Austrian Economic Association (Linz), Society of Labor Economists (Boston),
COST A 23 Network (Paris), Inference and Tests in Econometrics (Marseille)
Séminaires de recherche
Frisch Centre Oslo (Mar 21 2018), ETH Zurich (Jan 25 2018)
University of St. Gallen (Nov 20 2017), University of Constance (Jun 13 2017)
University of Bonn (Dec 6 2016), European Institute in Florence (Oct 10 2016), Academia Sinica Taipei (Jun 7 2016), University of Xiamen (Jun 1 2016), Hong Kong University of Science and Technology (May 30 2016), CREST Paris (May 19 2016), University of Mannheim (May 9 2016), WU Vienna (May 4 2016), University of Zurich (May 3 2016), IUMSP Lausanne (Mar 24 2016)
FBK-IRVAPP Trento (Dec 10 2015), University of Innsbruck (Dec 9 2015), University of Nottingham (Nov 19 2015), University of Bristol (Nov 18 2015), Institute for Advanced Studies (May 7 2015), University of Luxembourg (April 15 2015), Tinbergen Institute Rotterdam (Jan 22 2015)
University of Salzburg (Dec 9 2014), Tinbergen Institute Amsterdam (Nov 25 2014), University of Otago (Aug 11 2014), University of Technology in Sydney (Jul 30 2014), University of Sydney (Jul 31 2014), University of Melbourne (Jul 31 2014), University of Linz (Jun 04 2014), University of Aarhus (Apr 02 2014), University of Mainz (Mar 04 2014)
University of Fribourg (Dec 10 2013), ETH Zurich (Dec 04 2013), Karlsruhe Institute of Technology (Nov 21 2013), University of Hohenheim (Apr 16 2013), University of Lausanne (Mar 12 2013), University of Bern (Jan 29 2013),
Bergen Norwegian School of Economics (Nov 07 2012), University of Bern (Oct 09 2012), IFAU Uppsala (Aug 22 2012), University of Munich (Jul 10 2012), Boston College (Apr 27 2012), MIT (Mar 01 2012), Harvard Econ Dept. (Feb 06 2012),
Brown University (Nov 10 2011), Harvard Econ Dept. (Sep 12 2011),
University of Mannheim (Sep 01 2010), Graduate Institute of Geneva (May 05 2010), University of Linz (Apr 28 2010), University of Freiburg i. B. (Apr 21 2010),
University of Innsbruck (May 13 2009)