← All authors Martin Huber University of Fribourg (from arXiv:2601.05728, 2026) · ORCID · OpenAlex
88 papers in scope · 71 published · 24 on the econ.EM arXiv · 2,303 citations · h-index 27 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Lukáš Lafférs Kevin Kloiber Jannis Kueck Nicolas Apfel Julia Hatamyar Henrika Langen Helmut Farbmacher Martin Spindler Mara Mattes Alexey Zaytsev Lucas Carvalho Gomes Victor Chernozhukov Jaime Sevilla Alexandra Mayn Sarina Joy Oberhänsli Jannis Kück Hugo Bodory Annabelle Doerr Zhongzhe Ouyang Yu-Chin Hsu Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (28 of 88)
working paper 2026 · arXiv
working paper 2026 · arXiv
published 2026 · Journal of Applied Econometrics · first circulated 2024
with Eva-Maria Oeß
Estimation of Direct and Indirect Quantile Treatment Effects with Double Machine Learning
published 2026 · Journal of Business and Economic Statistics
working paper 2026 · arXiv
working paper 2026 · arXiv
working paper 2026 · arXiv
working paper 2026 · arXiv
working paper 2025 · arXiv
published 2025 · Journal of Applied Econometrics · first circulated 2023
working paper 2025 · arXiv · 1 citations
with Jeremy Proz
published 2024 · Zeitschrift für schweizerische Statistik und Volkswirtschaft/Schweizerische Zeitschrift für Volkswirtschaft und Statistik/Swiss journal of economics and statistics · 9 citations
working paper 2024 · arXiv
The Austrian Political Advertisement Scandal: Patterns of “Journalism for Sale”
published 2024 · The International Journal of Press/Politics · 7 citations · first circulated 2023
working paper 2024 · arXiv · 1 citations
working paper 2024 · arXiv
published 2024 · The Review of Economics and Statistics · 2 citations · first circulated 2021
Nonparametric bootstrap for propensity score matching estimators
published 2024 · Statistics & Probability Letters · 6 citations · first circulated 2022
published 2023 · Computational Economics · first circulated 2022
working paper 2023 · arXiv
published 2023 · Journal of Business and Economic Statistics · 34 citations · first circulated 2020
Hip and trunk kinematics during reaching on a mobile and stable seat
published 2023 · PLoS ONE · 2 citations
with Michelle Haas, Bettina Sommer, Samuel Karrer, Matthias Jörger, Eveline Graf, Daniel Baumgärtner, Christoph Bauer
It is never too LATE: a new look at local average treatment effects with or without defiers
published 2023 · Econometrics Journal · 9 citations · first circulated 2017
When does gender occupational segregation start? An experimental evaluation of the effects of gender and parental occupation in the apprenticeship labor market
published 2023 · Economics of Education Review · 5 citations · first circulated 2019
with Ana Fernandes, Camila Plaza
working paper 2023 · arXiv · 1 citations
Flagging cartel participants with deep learning based on convolutional neural networks
published 2023 · 11 citations · first circulated 2021
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign
published 2023 · PLoS ONE · 28 citations · first circulated 2022
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein
published 2023 · European Economic Review · 3 citations · first circulated 2021
with Berno Buechel, Selina Gangl
published 2022 · Econometric Reviews · 3 citations · first circulated 2020
published 2022 · Computational Economics · 2 citations
Surface electromyographic activity of trunk muscles during trunk control exercises for people after stroke; effect of a mobile and stable seat for rehabilitation
published 2022 · PLoS ONE · 11 citations
with Michelle Haas, Bettina Sommer, Samuel Karrer, Matthias Jörger, Eveline Graf, Daniel Baumgärtner, Jens Bansi, Jan Kool, Christoph Bauer
working paper 2022 · arXiv
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets
published 2022 · Transportation Research Part B Methodological · 4 citations · first circulated 2021
published 2022 · Econometrics Journal · 110 citations · first circulated 2020
working paper 2022 · arXiv · 1 citations
with Jannis Kueck
Transnational Machine Learning with Screens for Flagging Bid-Rigging Cartels
published 2022 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 27 citations
published 2022 · Econometrics Journal · 15 citations
published 2021 · Econometrics
working paper 2021 · arXiv · 2 citations · first circulated 2019
Gender differences in wage expectations
published 2021 · PLoS ONE · 29 citations · first circulated 2020
with Ana Fernandes, Giannina Vaccaro
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border
published 2021 · The Economic Journal · 14 citations
with Holger Herz, Tjaša Maillard-Bjedov, Svitlana Tyahlo
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction
published 2021 · Econometrics Journal · 28 citations · first circulated 2018
with Martin Eckhoff Andresen
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland
published 2021 · Journal of Agricultural Economics · 2 citations · first circulated 2020
with Daria Loginova, Marco Portmann
The Fiscal Response to Revenue Shocks
published 2021 · International Tax and Public Finance
with Simon Berset, Mark Schelker
Direct and Indirect Effects under Sample Selection and Outcome Attrition
published 2020 · Econometrics · 5 citations · first circulated 2018
with Anna Solovyeva
Timing matters: the impact of response measures on COVID-19-related hospitalization and death rates in Germany and Switzerland
published 2020 · Zeitschrift für schweizerische Statistik und Volkswirtschaft/Schweizerische Zeitschrift für Volkswirtschaft und Statistik/Swiss journal of economics and statistics · 65 citations
On the Sensitivity of Wage Gap Decompositions
published 2020 · Journal of Labor Research · 8 citations · first circulated 2018
with Anna Solovyeva
Direct and indirect effects of continuous treatments based on generalized propensity score weighting
published 2020 · Journal of Applied Econometrics · 29 citations · first circulated 2018
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments
published 2020 · Journal of Applied Econometrics · 15 citations · first circulated 2015
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students
published 2020 · Empirical Economics · 13 citations · first circulated 2017
with Elena Denisova-Schmidt, Elvira Leontyeva, Anna Solovyeva
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects
published 2019 · Journal of Business and Economic Statistics · 42 citations
with Andreas Steinmayr
Kausalanalyse mit maschinellem Lernen
published 2019 · HMD Praxis der Wirtschaftsinformatik
Machine learning with screens for detecting bid-rigging cartels
published 2019 · 102 citations · first circulated 2018
working paper 2019 · arXiv
Local Average and Quantile Treatment Effects Under Endogeneity: A Review
published 2018 · Journal of Econometric Methods · 20 citations · first circulated 2017
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting
published 2018 · Journal of Econometric Methods · 5 citations · first circulated 2017
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators
published 2018 · Journal of Business and Economic Statistics · 51 citations · first circulated 2016
Including Covariates in the Regression Discontinuity Design
published 2018 · Journal of Business and Economic Statistics · 63 citations · first circulated 2017
with Markus Frölich
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery
published 2017 · Journal of Business and Economic Statistics · 27 citations
with Eva Deuchert, Mark Schelker
Testing the validity of the compulsory schooling law instrument
published 2017 · Economics Letters · 5 citations
with Benjamin Bolzern
The finite sample performance of semi-and non-parametric estimators for treatment effects and policy evaluation
published 2017 · Computational Statistics & Data Analysis · 38 citations · first circulated 2015
with Markus Frölich, Manuel Wiesenfarth
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables Series B Statistical methodology
published 2017 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 108 citations · first circulated 2014
with Markus Frölich, Markus Fr ouml lich
A Cautionary Tale About Control Variables in IV Estimation
published 2017 · Oxford Bulletin of Economics and Statistics · 45 citations · first circulated 2014
with Eva Deuchert
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism
published 2016 · The Review of Economics and Statistics · 46 citations · first circulated 2014
Does Preschool Boost the Development of Minority Children?: The Case of Roma Children
published 2016 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 19 citations · first circulated 2014
with Christina Felfe
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees
published 2016 · Industrial and Labor Relations Review · 22 citations
Workplace health promotion and labour market performance of employees
published 2015 · Journal of Health Economics · 16 citations · first circulated 2014
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance
published 2015 · Journal of Applied Econometrics · 39 citations · first circulated 2010
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence
published 2015 · Journal of Business and Economic Statistics · 28 citations · first circulated 2014
A Test of the Conditional Independence Assumption in Sample Selection Models
published 2015 · Journal of Applied Econometrics · 57 citations · first circulated 2012
Direct and Indirect Effects of Training Vouchers for the Unemployed
published 2015 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 5 citations
Testing the Validity of the Sibling Sex Ratio Instrument
published 2014 · Labour · 17 citations
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour
published 2014 · Empirical Economics · 98 citations
Causal Pitfalls in the Decomposition of Wage Gaps
published 2014 · Journal of Business and Economic Statistics · 64 citations
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints
published 2014 · The Review of Economics and Statistics · 117 citations · first circulated 2011
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition
published 2014 · Journal of the American Statistical Association · 16 citations
with Markus Frölich
Sensitivity checks for the local average treatment effect
published 2014 · Economics Letters · 13 citations
Sharp Bounds on Causal Effects under Sample Selection
published 2013 · Oxford Bulletin of Economics and Statistics · 23 citations · first circulated 2011
Testing exclusion restrictions and additive separability in sample selection models
published 2013 · Empirical Economics · 49 citations
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING
published 2013 · Journal of Applied Econometrics · 151 citations · first circulated 2012
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment
published 2013 · German Economic Review · 16 citations · first circulated 2010
with Bernhard Boockmann, Thomas Walter, Stephan L. Thomsen, Christian Göbel
Treatment Evaluation in the Presence of Sample Selection
published 2013 · Econometric Reviews · 26 citations · first circulated 2009
A simple test for the ignorability of non-compliance in experiments
published 2013 · Economics Letters · 13 citations
The performance of estimators based on the propensity score
published 2013 · Journal of Econometrics · 311 citations
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition
published 2011 · Journal of Educational and Behavioral Statistics · 34 citations · first circulated 2010
Testing for covariate balance using quantile regression and resampling methods
published 2011 · Journal of Applied Statistics · 10 citations
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment?
published 2010 · German Economic Review · 52 citations · first circulated 2009
Does leaving welfare improve health? Evidence for Germany
published 2010 · Health Economics · 53 citations · first circulated 2009
Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.
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