Huber, M. (2021): "Mediation Analysis", in Zimmermann, K. F.: Handbook of Labor, Human Resources and Population, Springer Nature Switzerland AG.
Denisova-Schmidt, E., Huber, M., Pohorila, N., Prytula, Y., and Tyahlo, S. (2019): “Recent Regional Economic Develop- ment in Ukraine: Does History Help to Explain the Differences?”, in Myshlovska, O., and Schmid, U.: Regionalism without Regions - Reconceptualizing Ukraine’s Heterogeneity, CEU Press.
Denisova-Schmidt, E., Huber, M., and Prytula, Y. (2017): “Corruption among Ukrainian Businesses: Do Firm Size, Indus- try and Region Matter? “, in Leither, J., and Meissner, H.: Political Risks and their Impacts on the Business Environment of BSR Countries, Routledge.
"The fiscal response to revenue shocks", with S. Berset and M. Schelker, arXiv preprint arXiv:2101.07661, 2021.
"Double machine learning for sample selection models", with M. Bia and L. Lafférs, arXiv preprint arXiv:2012.00745, 2020.
"Evaluating (weighted) dynamic treatment effects by double machine learning", with H. Bodory and L. Lafférs, arXiv preprint arXiv:2012.00370, 2020.
"Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland", with D. Loginova and M. Portmann, arXiv preprint arXiv:2012.02966, 2020.
"Transnational machine learning with screens for flagging bid-rigging cartels", with D. Imhof and R. Ishii, SES Working Paper 519, University of Fribourg, 2020.
"On the plausibility of the latent ignorability assumption", arXiv preprint arXiv:2006.01703, 2020.
"A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels", with H. Wallimann and D. Imhof, arXiv preprint arXiv:2004.05629, 2020.
"Gender Differences in Wage Expectations", with A. Fernandes and G. Vaccaro, arXiv preprint arXiv:2003.11496,2020.
"Causal mediation analysis with double machine learning", with H. Farbmacher, L. Lafférs, H. Langen, and M. Spindler, arXiv preprint arXiv:2002.12710, 2020.
"Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition", with L. Lafférs, arXiv preprint arXiv:2002.05253, 2020.
"The effects of gender and parental occupation in the apprenticeship market: an experimental evaluation", with A. Fernandes and C. Plaza, SES Working Paper 506, University of Fribourg, 2019.
"An introduction to flexible methods for policy evaluation effects", SES Working Paper 504, University of Fribourg, 2019.
"The causalweight package for causal inference in R", with H. Bodory, SES Working Paper 493, University of Fribourg, 2018.
"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.
Conferences & Workshops
International Conference of the ERCIM WG on Computational and Methodological Statistics (online), Causal Data Science Meeting (online), Econometric Society World Congress (online), EALE/SOLE/AASLE World Conference (online), Causal Machine Learning Workshop (St. Gallen)
Austro-Swiss Region of the International Biometric Society (Lausanne), BFH Conference on Discrimination in the Labor Market (Bern), International Association for Applied Econometrics (Nikosia)
Swiss Society of Economics and Statistics (St. Gallen), 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)
Universti of Rotterdam (online, Mar 25 2021), Ausschuss für Ökonometrie/Verein für Socialpolitik (online, Mar 4 2021)
McGill University Montreal (online, Nov 20 2020), University of Amsterdam (online, Nov 13 2020), University Duisburg-Essen (online, Nov 9 2020) ,University of Bolzano/Bozen (online, Oct 29 2020), University of California Irvine (online, Oct 19 2020), Monash SoDa Labs Melbourne (online, Sep 08 2020), University of Erlangen-Nuremberg (online, Jul 09 2020), University Carlos III Madrid (online, May 25 2020), Agroscope Tänikon (Jan 22 2020)
University of Gothenburg (Dec 4 2019), University of Neuchâtel (Oct 11 2019), University of Sydney (Aug 19 2019), University of Melbourne (Aug 15 2019), Monash University in Melbourne (Aug 14 2019), University of Sydney (Aug 8 2019), University of Hamburg (Jun 6 2019), Luxembourg Institute of Socio-Economic Research (May 14 2019), University of Lisbon (May 6 2019),
Central European University Budapest (Nov 12 2018), University of Innsbruck (Oct 18 2018), University of Munich (Oct 16 2018), EC Competence Centre on Microeconomic Evaluation in Ispra (Oct 1 2018), 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)