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Martin Huber

Personal Details

First Name:Martin
Middle Name:
Last Name:Huber
Suffix:
RePEc Short-ID:phu202
[This author has chosen not to make the email address public]
http://www.unifr.ch/appecon/en/team/martin-huber/
Bd. de Pérolles 90 CH-1700 Fribourg
+41 26 300 82 74
Twitter: @CausalHuber
Bluesky: @causalhuber.bsky.social
Terminal Degree:2010 School of Economics and Political Science; Universität St. Gallen (from RePEc Genealogy)

Affiliation

Departement d'Économie Politique
Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät
Université de Fribourg - Universität Freiburg

Fribourg/Freiburg, Switzerland
http://www.unifr.ch/ecopol/
RePEc:edi:cfpfrch (more details at EDIRC)

Research output

as
Jump to: Working papers Articles Software

Working papers

  1. Martin Huber & Kevin Kloiber & Lukas Laffers, 2024. "Testing identification in mediation and dynamic treatment models," Papers 2406.13826, arXiv.org.
  2. Nicolas Apfel & Julia Hatamyar & Martin Huber & Jannis Kueck, 2024. "Learning control variables and instruments for causal analysis in observational data," Papers 2407.04448, arXiv.org.
  3. Martin Huber & Eva-Maria Oe{ss}, 2024. "A joint test of unconfoundedness and common trends," Papers 2404.16961, arXiv.org, revised Jun 2024.
  4. Martin Huber, 2024. "An Introduction to Causal Discovery," Papers 2407.08602, arXiv.org.
  5. Julia Hatamyar & Noemi Kreif & Rudi Rocha & Martin Huber, 2023. "Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity," Papers 2310.11962, arXiv.org.
  6. Mate Kormos & Robert P. Lieli & Martin Huber, 2023. "Treatment Effect Analysis for Pairs with Endogenous Treatment Takeup," Papers 2301.04876, arXiv.org.
  7. Yu-Chin Hsu & Martin Huber & Yu-Min Yen, 2023. "Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning," Papers 2307.01049, arXiv.org.
  8. Henrika Langen & Martin Huber, 2022. "How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign," Papers 2204.10820, arXiv.org, revised Jun 2022.
  9. Martin Huber & Jannis Kueck, 2022. "Testing the identification of causal effects in observational data," Papers 2203.15890, arXiv.org, revised Jun 2023.
  10. Nicolas Apfel & Helmut Farbmacher & Rebecca Groh & Martin Huber & Henrika Langen, 2022. "Detecting Grouped Local Average Treatment Effects and Selecting True Instruments," Papers 2207.04481, arXiv.org, revised Oct 2023.
  11. Hugo Bodory & Martin Huber & Michael Lechner, 2022. "The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates," Papers 2212.07379, arXiv.org.
  12. Yu-Chin Hsu & Martin Huber & Ying-Ying Lee & Chu-An Liu, 2021. "Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data," Papers 2106.04237, arXiv.org, revised Aug 2022.
  13. Berno Buechel & Selina Gangl & Martin Huber, 2021. "How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein," Papers 2105.11840, arXiv.org.
  14. Simon Berset & Martin Huber & Mark Schelker, 2021. "The fiscal response to revenue shocks," Papers 2101.07661, arXiv.org.
  15. Martin Huber & Jonas Meier & Hannes Wallimann, 2021. "Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets," Papers 2105.01426, arXiv.org, revised Jun 2022.
  16. Selina Gangl & Martin Huber, 2021. "From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes," Papers 2111.14524, arXiv.org, revised Mar 2022.
  17. Gangl, Selina & Huber, Martin, 2021. "From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203636, Verein für Socialpolitik / German Economic Association, revised 2021.
  18. Martin Huber, 2020. "On the plausibility of the latent ignorability assumption," Papers 2006.01703, arXiv.org, revised Jun 2020.
  19. Huber, Martin & Imhof, David, 2020. "Transnational machine learning with screens for flagging bid-rigging cartels," FSES Working Papers 519, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  20. Ana Fernandes & Martin Huber & Giannina Vaccaro, 2020. "Gender Differences in Wage Expectations," Papers 2003.11496, arXiv.org.
  21. Helmut Farbmacher & Martin Huber & Luk'av{s} Laff'ers & Henrika Langen & Martin Spindler, 2020. "Causal mediation analysis with double machine learning," Papers 2002.12710, arXiv.org, revised Feb 2021.
  22. Martin Huber & Luk'av{s} Laff'ers, 2020. "Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition," Papers 2002.05253, arXiv.org, revised May 2020.
  23. Hannes Wallimann & David Imhof & Martin Huber, 2020. "A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels," Papers 2004.05629, arXiv.org.
  24. Michela Bia & Martin Huber & Luk'av{s} Laff'ers, 2020. "Double machine learning for sample selection models," Papers 2012.00745, arXiv.org, revised Jul 2021.
  25. Hugo Bodory & Martin Huber & Luk'av{s} Laff'ers, 2020. "Evaluating (weighted) dynamic treatment effects by double machine learning," Papers 2012.00370, arXiv.org, revised Jun 2021.
  26. Daria Loginova & Marco Portmann & Martin Huber, 2020. "Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland," Papers 2012.02966, arXiv.org.
  27. Martin Huber & Mark Schelker & Anthony Strittmatter, 2019. "Direct and Indirect Effects based on Changes-in-Changes," Papers 1909.04981, arXiv.org, revised Oct 2019.
  28. Huber, Martin & Wüthrich, Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," University of California at San Diego, Economics Working Paper Series qt4j29d8sc, Department of Economics, UC San Diego.
  29. Fernandes, Ana & Huber, Martin & Plaza, Camila, 2019. "The Effects of Gender and Parental Occupation in the Apprenticeship Market: An Experimental Evaluation," FSES Working Papers 506, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  30. Denisova-Schmidt, Elena & Huber, Martin & Prytula, Yaroslav, 2019. "The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey," FSES Working Papers 499, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  31. Huber, Martin & Steinmayr, Andreas, 2019. "A Framework for Separating Individual-Level Treatment Effects From Spillover Effects," Munich Reprints in Economics 78220, University of Munich, Department of Economics.
  32. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
  33. Huber, Martin, 2019. "A review of causal mediation analysis for assessing direct and indirect treatment effects," FSES Working Papers 500, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  34. Bodory, Hugo & Huber, Martin, 2018. "The causalweight package for causal inference in R," FSES Working Papers 493, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  35. Hsu, Yu-Chin & Huber, Martin & Lee, Ying-Ying & Pipoz, Layal, 2018. "Direct and indirect effects of continuous treatments based on generalized propensity score weighting," FSES Working Papers 495, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  36. Huber, Martin & Solovyeva, Anna, 2018. "Direct and indirect effects under sample selection and outcome attrition," FSES Working Papers 496, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  37. Huber, Martin & Solovyeva, Anna, 2018. "On the sensitivity of wage gap decompositions," FSES Working Papers 497, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  38. Eckhoff Andresen, Martin & Huber, Martin, 2018. "Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction," FSES Working Papers 492, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  39. Huber, Martin & Imhof, David, 2018. "Machine Learning with Screens for Detecting Bid-Rigging Cartels," FSES Working Papers 494, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  40. Hsu, Yu-Chin & Huber, Martin & Lai, Tsung Chih, 2017. "Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting," FSES Working Papers 482, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  41. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  42. Denisova-Schmidt, Elena & Huber, Martin & Leontyeva, Elvira & Solovyeva, Anna, 2017. "Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students," FSES Working Papers 487, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  43. Bolzern, Benjamin & Huber, Martin, 2017. "Testing the validity of the compulsory schooling law instrument," FSES Working Papers 480, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  44. Frölich, Markus & Huber, Martin, 2017. "Including covariates in the regression discontinuity design," FSES Working Papers 489, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  45. Dahl, Christian M. & Huber, Martin & Mellace, Giovanni, 2017. "It's never too LATE: A new look at local average treatment effects with or without defiers," Discussion Papers on Economics 2/2017, University of Southern Denmark, Department of Economics.
  46. Huber, Martin & Steinmayr, Andreas, 2017. "A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects," FSES Working Papers 481, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  47. Huber, Martin & Tyahlo, Svitlana, 2016. "How war affects political attitudes: evidence from eastern Ukraine," FSES Working Papers 472, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  48. Huber, Martin & Kotevska, Ana & Martinovska-Stojcheska, A. & Solovyeva, Anna, 2016. "Evaluating an information campaign about rural development policies in (FYR) Macedonia," FSES Working Papers 469, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  49. Bodory, Hugo & Huber, Martin & Camponovo, Lorenzo & Lechner, Michael, 2016. "The finite sample performance of inference methods for propensity score matching and weighting estimators," FSES Working Papers 466, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  50. Denisova-Schmidt, Elena & Huber, Martin & Leontyeva, Elvira, 2016. "On the development of students’ attitudes towards corruption and cheating in Russian universities," FSES Working Papers 467, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  51. Eva Deuchert & Martin Huber & Mark Schelker, 2016. "Direct and Indirect Effects Based on Difference-in-Differences with an Application to Political Preferences Following the Vietnam Draft Lottery," CESifo Working Paper Series 6000, CESifo.
  52. Huber, Martin & Camponovo, Lorenzo & Bodory, Hugo & Lechner, Michael, 2016. "A wild bootstrap algorithm for propensity score matching estimators," FSES Working Papers 470, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  53. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2015. "The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation," FSES Working Papers 454, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  54. Denisova-Schmidt, Elena & Huber, Martin & Prytula, Yaroslav, 2015. "An experimental evaluation of an anti-corruption intervention among Ukrainian university students," FSES Working Papers 462, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  55. Fricke, Hans & Frölich, Markus & Huber, Martin & Lechner, Michael, 2015. "Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments," FSES Working Papers 459, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  56. Felfe, Christina & Huber, Martin, 2015. "Does preschool boost the development of minority children? The case of Roma children," FSES Working Papers 455, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  57. 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.
  58. Markus Frölich & Martin Huber, 2014. "Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables," CeMMAP working papers 31/14, Institute for Fiscal Studies.
  59. Huber, Martin & Mellace, Giovanni & Lechner, Michael, 2014. "The finite sample performance of estimators for mediation analysis under sequential conditional independence," Economics Working Paper Series 1415, University of St. Gallen, School of Economics and Political Science, revised Nov 2014.
  60. Deuchert, Eva & Huber, Martin, 2014. "A cautionary tale about control variables in IV estimation," FSES Working Papers 453, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  61. Frölich, Markus & Huber, Martin, 2014. "Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition," IZA Discussion Papers 7972, Institute of Labor Economics (IZA).
  62. Huber, Martin, 2014. "Causal pitfalls in the decomposition of wage gaps," Economics Working Paper Series 1405, University of St. Gallen, School of Economics and Political Science.
  63. Denisova-Schmidt, Elena & Huber, Martin, 2014. "Regional Differences in Perceived Corruption among Ukrainian Firms," Economics Working Paper Series 1407, University of St. Gallen, School of Economics and Political Science.
  64. 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.
  65. 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.
  66. 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.
  67. Huber, Martin, 2013. "A simple test for the ignorability of non-compliance in experiments," Economics Working Paper Series 1312, University of St. Gallen, School of Economics and Political Science.
  68. Huber, Martin, 2012. "Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument," Economics Working Paper Series 1219, University of St. Gallen, School of Economics and Political Science.
  69. Huber, Martin, 2012. "Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting," Economics Working Paper Series 1213, University of St. Gallen, School of Economics and Political Science, revised May 2013.
  70. Huber, Martin & Mellace, Giovanni, 2012. "Relaxing monotonicity in the identification of local average treatment effects," Economics Working Paper Series 1212, University of St. Gallen, School of Economics and Political Science.
  71. 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.
  72. Huber, Martin & Mellace, Giovanni, 2011. "Testing instrument validity in sample selection models," Economics Working Paper Series 1145, University of St. Gallen, School of Economics and Political Science.
  73. Huber, Martin & Melly, Blaise, 2011. "Quantile Regression in the Presence of Sample Selection," Economics Working Paper Series 1109, University of St. Gallen, School of Economics and Political Science.
  74. Huber, Martin & Mellace, Giovanni, 2011. "Testing instrument validity for LATE identification based on inequality moment constraints," Economics Working Paper Series 1143, University of St. Gallen, School of Economics and Political Science.
  75. Huber, Martin & Mellace, Giovanni, 2011. "Sharp bounds on causal effects under sample selection," Economics Working Paper Series 1134, University of St. Gallen, School of Economics and Political Science.
  76. Bernhard Boockmann & Stephan L. Thomsen & Thomas Walter & Christian Göbel & Martin Huber, 2010. "Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment," IAW Discussion Papers 69, Institut für Angewandte Wirtschaftsforschung (IAW).
  77. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2010. "How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score," IZA Discussion Papers 5268, Institute of Labor Economics (IZA).
  78. Martin Huber & Giovanni Mellace, 2010. "Sharp IV bounds on average treatment effects under endogeneity and noncompliance," University of St. Gallen Department of Economics working paper series 2010 2010-31, Department of Economics, University of St. Gallen.
  79. Martin Huber, 2010. "Testing for covariate balance using quantile regression and resampling methods," University of St. Gallen Department of Economics working paper series 2010 2010-18, Department of Economics, University of St. Gallen.
  80. Martin Huber, 2010. "Identification of average treatment effects in social experiments under different forms of attrition," University of St. Gallen Department of Economics working paper series 2010 2010-22, Department of Economics, University of St. Gallen.
  81. Martin Huber, 2009. "Treatment evaluation in the presence of sample selection," University of St. Gallen Department of Economics working paper series 2009 2009-07, Department of Economics, University of St. Gallen.
  82. 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.
  83. 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.

    repec:hhs:ifauwp:2025_012 is not listed on IDEAS

Articles

  1. Bodory, Hugo & Camponovo, Lorenzo & Huber, Martin & Lechner, Michael, 2024. "Nonparametric bootstrap for propensity score matching estimators," Statistics & Probability Letters, Elsevier, vol. 208(C).
  2. Michela Bia & Martin Huber & Lukáš Lafférs, 2024. "Double Machine Learning for Sample Selection Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(3), pages 958-969, July.
  3. Huber, Martin & Imhof, David, 2023. "Flagging cartel participants with deep learning based on convolutional neural networks," International Journal of Industrial Organization, Elsevier, vol. 89(C).
  4. Buechel, Berno & Gangl, Selina & Huber, Martin, 2023. "How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein," European Economic Review, Elsevier, vol. 152(C).
  5. Simon Berset & Martin Huber & Mark Schelker, 2023. "The fiscal response to revenue shocks," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(3), pages 814-848, June.
  6. Christian M Dahl & Martin Huber & Giovanni Mellace, 2023. "It is never too LATE: a new look at local average treatment effects with or without defiers," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 378-404.
  7. Hannes Wallimann & David Imhof & Martin Huber, 2023. "A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels," Computational Economics, Springer;Society for Computational Economics, vol. 62(4), pages 1669-1720, December.
  8. Fernandes, Ana & Huber, Martin & Plaza, Camila, 2023. "When does gender occupational segregation start? An experimental evaluation of the effects of gender and parental occupation in the apprenticeship labor market," Economics of Education Review, Elsevier, vol. 95(C).
  9. Martin Huber & Mark Schelker & Anthony Strittmatter, 2022. "Direct and Indirect Effects based on Changes-in-Changes," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(1), pages 432-443, January.
  10. Martin Huber & David Imhof & Rieko Ishii, 2022. "Transnational machine learning with screens for flagging bid‐rigging cartels," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(3), pages 1074-1114, July.
  11. Martin Huber & Lukáš Lafférs, 2022. "Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition," Econometric Reviews, Taylor & Francis Journals, vol. 41(10), pages 1141-1163, November.
  12. Elena Denisova-Schmidt & Martin Huber & Yaroslav Prytula, 2022. "Perceived Anonymity and Cheating in an Online Experiment," Eastern European Economics, Taylor & Francis Journals, vol. 60(6), pages 540-558, November.
  13. Helmut Farbmacher & Martin Huber & Lukáš Lafférs & Henrika Langen & Martin Spindler, 2022. "Causal mediation analysis with double machine learning [Mediation analysis via potential outcomes models]," The Econometrics Journal, Royal Economic Society, vol. 25(2), pages 277-300.
  14. Hugo Bodory & Martin Huber & Lukáš Lafférs, 2022. "Evaluating (weighted) dynamic treatment effects by double machine learning [Identification of causal effects using instrumental variables]," The Econometrics Journal, Royal Economic Society, vol. 25(3), pages 628-648.
  15. Huber, Martin & Meier, Jonas & Wallimann, Hannes, 2022. "Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets," Transportation Research Part B: Methodological, Elsevier, vol. 163(C), pages 22-39.
  16. Martin Huber, 2021. "On the Plausibility of the Latent Ignorability Assumption," Econometrics, MDPI, vol. 9(4), pages 1-6, December.
  17. Martin Huber & Andreas Steinmayr, 2021. "A Framework for Separating Individual-Level Treatment Effects From Spillover Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(2), pages 422-436, March.
  18. Martin E Andresen & Martin Huber, 2021. "Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction," The Econometrics Journal, Royal Economic Society, vol. 24(3), pages 536-558.
  19. Ana Fernandes & Martin Huber & Giannina Vaccaro, 2021. "Gender differences in wage expectations," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-24, June.
  20. Holger Herz & Martin Huber & Tjaša Maillard-Bjedov & Svitlana Tyahlo, 2021. "Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border," The Economic Journal, Royal Economic Society, vol. 131(639), pages 2920-2954.
  21. Elena Denisova-Schmidt & Martin Huber & Elvira Leontyeva & Anna Solovyeva, 2021. "Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students," Empirical Economics, Springer, vol. 60(4), pages 1661-1684, April.
  22. Daria Loginova & Marco Portmann & Martin Huber, 2021. "Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(2), pages 607-627, June.
  23. Martin Huber & Anna Solovyeva, 2020. "Direct and Indirect Effects under Sample Selection and Outcome Attrition," Econometrics, MDPI, vol. 8(4), pages 1-25, December.
  24. Martin Huber & Henrika Langen, 2020. "Timing matters: the impact of response measures on COVID-19-related hospitalization and death rates in Germany and Switzerland," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 156(1), pages 1-19, December.
  25. Hans Fricke & Markus Frölich & Martin Huber & Michael Lechner, 2020. "Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(5), pages 481-504, August.
  26. Hugo Bodory & Lorenzo Camponovo & Martin Huber & Michael Lechner, 2020. "The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(1), pages 183-200, January.
  27. Martin Huber & Yu‐Chin Hsu & Ying‐Ying Lee & Layal Lettry, 2020. "Direct and indirect effects of continuous treatments based on generalized propensity score weighting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 814-840, November.
  28. Martin Huber & Anna Solovyeva, 2020. "On the Sensitivity of Wage Gap Decompositions," Journal of Labor Research, Springer, vol. 41(1), pages 1-33, June.
  29. Huber Martin & Wüthrich Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-27, January.
  30. Eva Deuchert & Martin Huber & Mark Schelker, 2019. "Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(4), pages 710-720, October.
  31. Markus Frölich & Martin Huber, 2019. "Including Covariates in the Regression Discontinuity Design," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(4), pages 736-748, October.
  32. Huber, Martin & Imhof, David, 2019. "Machine learning with screens for detecting bid-rigging cartels," International Journal of Industrial Organization, Elsevier, vol. 65(C), pages 277-301.
  33. Hsu Yu-Chin & Huber Martin & Lai Tsung-Chih, 2019. "Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-20, January.
  34. Huber, Martin & Kotevska, Ana & Stojcheska, Aleksandra Martinovska & Solovyeva, Anna, 2019. "Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia," Agricultural and Resource Economics Review, Cambridge University Press, vol. 48(1), pages 117-141, April.
  35. 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.
  36. Markus Frölich & Martin Huber, 2017. "Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1645-1666, November.
  37. Christina Felfe & Martin Huber, 2017. "Does preschool boost the development of minority children?: the case of Roma children," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(2), pages 475-502, February.
  38. Martin Huber & Lukas Laffers & Giovanni Mellace, 2017. "Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 56-79, January.
  39. Eva Deuchert & Martin Huber, 2017. "A Cautionary Tale About Control Variables in IV Estimation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(3), pages 411-425, June.
  40. 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.
  41. Bolzern, Benjamin & Huber, Martin, 2017. "Testing the validity of the compulsory schooling law instrument," Economics Letters, Elsevier, vol. 159(C), pages 23-27.
  42. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2017. "The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation," Computational Statistics & Data Analysis, Elsevier, vol. 115(C), pages 91-102.
  43. Martin Huber & Michael Lechner & Conny Wunsch, 2016. "The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees," ILR Review, Cornell University, ILR School, vol. 69(5), pages 1216-1248, October.
  44. Martin Huber & Michael Lechner & Giovanni Mellace, 2016. "The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(1), pages 139-160, January.
  45. Martin Huber, 2016. "Disentangling policy effects into causal channels," IZA World of Labor, Institute of Labor Economics (IZA), pages 259-259, May.
  46. Elena Denisova-Schmidt & Martin Huber & Elvira Leontyeva, 2016. "Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 61-83.
  47. 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.
  48. Martin Huber & Giovanni Mellace, 2015. "Sharp Bounds on Causal Effects under Sample Selection," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 129-151, February.
  49. 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.
  50. Martin Huber, 2015. "Causal Pitfalls in the Decomposition of Wage Gaps," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(2), pages 179-191, April.
  51. Bernhard Boockmann & Stephan L. Thomsen & Thomas Walter & Christian Göbel & Martin Huber, 2015. "Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment," German Economic Review, Verein für Socialpolitik, vol. 16(1), pages 13-42, February.
  52. Martin Huber, 2015. "Testing the Validity of the Sibling Sex Ratio Instrument," LABOUR, CEIS, vol. 29(1), pages 1-14, March.
  53. Martin Huber & Blaise Melly, 2015. "A Test of the Conditional Independence Assumption in Sample Selection Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(7), pages 1144-1168, November.
  54. Martin Huber & Giovanni Mellace, 2015. "Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 398-411, May.
  55. Huber, Martin, 2014. "Sensitivity checks for the local average treatment effect," Economics Letters, Elsevier, vol. 123(2), pages 220-223.
  56. Martin Huber, 2014. "Treatment Evaluation in the Presence of Sample Selection," Econometric Reviews, Taylor & Francis Journals, vol. 33(8), pages 869-905, November.
  57. Martin Huber, 2014. "Identifying Causal Mechanisms (Primarily) Based On Inverse Probability Weighting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 920-943, September.
  58. Markus Frölich & Martin Huber, 2014. "Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1697-1711, December.
  59. Martin Huber & Giovanni Mellace, 2014. "Testing exclusion restrictions and additive separability in sample selection models," Empirical Economics, Springer, vol. 47(1), pages 75-92, August.
  60. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
  61. Huber, Martin, 2013. "A simple test for the ignorability of non-compliance in experiments," Economics Letters, Elsevier, vol. 120(3), pages 389-391.
  62. Martin Huber, 2012. "Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition," Journal of Educational and Behavioral Statistics, , vol. 37(3), pages 443-474, June.
  63. 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.
  64. Martin Huber, 2011. "Testing for covariate balance using quantile regression and resampling methods," Journal of Applied Statistics, Taylor & Francis Journals, vol. 38(12), pages 2881-2899, February.
  65. Martin Huber & Michael Lechner & Conny Wunsch & Thomas Walter, 2011. "Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment?," German Economic Review, Verein für Socialpolitik, vol. 12(2), pages 182-204, May.

Software components

  1. Martin Huber & Michael Lechner & Andreas Steinmayr, 2012. "RADIUSMATCH: Stata module to perform distance-weighted radius matching with bias adjustment," Statistical Software Components S457575, Boston College Department of Economics, revised 19 Aug 2014.

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  13. Number of Citations, Weighted by Number of Authors and Simple Impact Factors, Discounted by Citation Age
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  25. Breadth of citations across fields

Co-authorship network on CollEc

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 106 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.
  1. NEP-ECM: Econometrics (51) 2009-05-02 2010-07-10 2010-07-10 2010-10-30 2010-11-27 2011-04-09 2011-08-29 2011-11-14 2012-01-03 2012-05-22 2012-05-22 2012-09-09 2013-01-07 2013-04-20 2014-02-15 2014-02-15 2014-06-22 2015-01-14 2015-02-11 2015-10-25 2016-02-12 2016-07-16 2017-02-26 2017-03-12 2017-04-02 2017-05-21 2017-12-03 2018-03-12 2018-06-11 2019-09-09 2019-09-09 2019-09-09 2019-09-16 2020-02-24 2020-03-16 2020-05-25 2020-05-25 2020-06-29 2020-12-21 2021-01-04 2021-06-21 2022-05-09 2022-08-22 2023-01-16 2023-02-13 2023-07-31 2023-11-20 2024-05-27 2024-07-22 2024-07-29 2024-09-02. Author is listed
  2. NEP-LAB: Labour Economics (21) 2009-03-22 2009-03-28 2009-04-13 2009-05-02 2009-08-22 2013-08-10 2013-08-23 2013-09-26 2014-02-15 2014-06-14 2014-07-13 2014-07-28 2014-12-03 2015-01-14 2015-06-13 2015-06-27 2015-07-11 2015-10-25 2019-09-16 2020-05-25 2021-11-22. Author is listed
  3. NEP-BIG: Big Data (18) 2017-09-24 2018-04-09 2019-09-09 2019-10-07 2020-03-16 2020-04-20 2020-05-25 2020-05-25 2020-11-09 2020-12-21 2021-01-04 2021-02-08 2021-05-10 2022-05-23 2023-07-31 2023-11-20 2024-05-27 2024-07-22. Author is listed
  4. NEP-CMP: Computational Economics (14) 2014-06-22 2018-04-09 2019-09-09 2020-03-16 2020-04-20 2020-05-25 2020-05-25 2020-11-09 2021-01-04 2021-05-10 2022-05-23 2023-07-31 2023-11-20 2024-07-29. Author is listed
  5. NEP-EXP: Experimental Economics (11) 2013-04-20 2015-10-25 2015-11-01 2015-11-15 2017-09-24 2019-09-09 2019-09-09 2019-09-16 2020-04-06 2020-05-25 2023-02-13. Author is listed
  6. NEP-EUR: Microeconomic European Issues (10) 2013-08-10 2013-08-23 2013-09-26 2013-09-28 2014-07-13 2014-07-28 2019-09-16 2019-11-04 2021-03-01 2022-01-10. Author is listed
  7. NEP-HEA: Health Economics (9) 2009-08-22 2009-11-27 2014-07-13 2014-07-28 2014-12-03 2019-10-07 2020-03-16 2020-05-25 2023-11-20. Author is listed
  8. NEP-AGE: Economics of Ageing (8) 2013-08-10 2013-08-23 2013-09-26 2013-09-28 2014-07-28 2014-12-03 2015-01-03 2015-02-16. Author is listed
  9. NEP-DEM: Demographic Economics (7) 2012-09-09 2013-08-10 2013-08-23 2013-09-26 2013-09-28 2015-02-28 2017-04-16. Author is listed
  10. NEP-ORE: Operations Research (7) 2016-02-12 2016-07-16 2017-02-26 2019-09-09 2019-10-07 2019-10-14 2020-05-25. Author is listed
  11. NEP-URE: Urban and Real Estate Economics (7) 2014-04-11 2017-04-02 2017-04-16 2017-04-30 2021-05-31 2021-11-08 2021-11-22. Author is listed
  12. NEP-EDU: Education (6) 2009-05-02 2016-03-17 2017-03-12 2017-09-24 2020-04-06 2020-05-25. Author is listed
  13. NEP-LMA: Labor Markets - Supply, Demand, and Wages (6) 2013-08-23 2013-09-26 2013-09-28 2014-02-15 2014-07-13 2014-07-28. Author is listed
  14. NEP-TRA: Transition Economics (6) 2014-04-11 2015-11-15 2016-03-17 2016-06-09 2017-09-24 2024-07-22. Author is listed
  15. NEP-CIS: Confederation of Independent States (5) 2015-11-15 2016-03-17 2016-07-16 2016-08-14 2017-09-24. Author is listed
  16. NEP-HRM: Human Capital and Human Resource Management (5) 2013-08-10 2013-08-23 2014-07-13 2014-07-28 2014-12-03. Author is listed
  17. NEP-LAW: Law and Economics (4) 2014-04-11 2018-04-09 2020-05-25 2020-11-09
  18. NEP-GEN: Gender (3) 2019-09-09 2019-09-16 2020-04-06
  19. NEP-GER: German Papers (3) 2014-04-11 2016-07-16 2016-07-16
  20. NEP-INT: International Trade (3) 2020-12-21 2021-03-01 2021-11-22
  21. NEP-SEA: South East Asia (3) 2015-01-14 2015-01-14 2016-08-14
  22. NEP-BEC: Business Economics (2) 2013-08-10 2013-08-23
  23. NEP-HAP: Economics of Happiness (2) 2009-03-22 2009-08-22
  24. NEP-IAS: Insurance Economics (2) 2009-03-22 2009-03-28
  25. NEP-POL: Positive Political Economics (2) 2016-07-16 2016-08-14
  26. NEP-SOG: Sociology of Economics (2) 2014-02-15 2014-02-15
  27. NEP-AGR: Agricultural Economics (1) 2021-03-01
  28. NEP-COM: Industrial Competition (1) 2018-04-09
  29. NEP-EEC: European Economics (1) 2009-03-28
  30. NEP-EFF: Efficiency and Productivity (1) 2019-09-16
  31. NEP-IND: Industrial Organization (1) 2020-04-20
  32. NEP-INV: Investment (1) 2024-07-22
  33. NEP-MAC: Macroeconomics (1) 2021-02-08
  34. NEP-MIC: Microeconomics (1) 2009-08-22
  35. NEP-MIG: Economics of Human Migration (1) 2021-05-31
  36. NEP-MKT: Marketing (1) 2022-05-23
  37. NEP-NET: Network Economics (1) 2017-04-16
  38. NEP-PAY: Payment Systems and Financial Technology (1) 2019-09-09
  39. NEP-SBM: Small Business Management (1) 2022-05-23
  40. NEP-SOC: Social Norms and Social Capital (1) 2019-09-16
  41. NEP-TRE: Transport Economics (1) 2021-05-10

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