Details about Martin Huber
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Last updated 2020-12-11. Update your information in the RePEc Author Service.
Short-id: phu202
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Working Papers
2021
- Evaluating (weighted) dynamic treatment effects by double machine learning
Papers, arXiv.org 
2020
- A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels
Papers, arXiv.org
Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2020)
- Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland
Papers, arXiv.org
- Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
Also in Papers, arXiv.org (2020)
- Causal mediation analysis with double machine learning
Papers, arXiv.org View citations (2)
Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2020)
- Double machine learning for sample selection models
Papers, arXiv.org
- Gender Differences in Wage Expectations
Papers, arXiv.org
Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2020)
- On the plausibility of the latent ignorability assumption
Papers, arXiv.org
- Transnational machine learning with screens for flagging bid-rigging cartels
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
2019
- A review of causal mediation analysis for assessing direct and indirect treatment effects
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (6)
- An introduction to flexible methods for policy evaluation
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (1)
Also in Papers, arXiv.org (2019) View citations (1)
- Direct and Indirect Effects Based on Changes-in-Changes
CESifo Working Paper Series, CESifo View citations (2)
Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2019)
Papers, arXiv.org (2019) View citations (1)
- From housewives to employees? How mandatory kindergarten affects mothers' labour supply in Switzerland
VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy, Verein für Socialpolitik / German Economic Association
- Local Average and Quantile Treatment Effects Under Endogeneity: A Review
University of California at San Diego, Economics Working Paper Series, Department of Economics, UC San Diego View citations (2)
See also Journal Article in Journal of Econometric Methods (2019)
- The Effects of Gender and Parental Occupation in the Apprenticeship Market: An Experimental Evaluation
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
- The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
2018
- Direct and indirect effects of continuous treatments based on generalized propensity score weighting
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (2)
See also Journal Article in Journal of Applied Econometrics (2020)
- Direct and indirect effects under sample selection and outcome attrition
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
- Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (1)
- Machine Learning with Screens for Detecting Bid-Rigging Cartels
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
See also Journal Article in International Journal of Industrial Organization (2019)
- On the sensitivity of wage gap decompositions
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
See also Journal Article in Journal of Labor Research (2020)
- The causalweight package for causal inference in R
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (1)
2017
- A Framework for Separating Individual Treatment Effects From Spillover, Interaction, and General Equilibrium Effects
Rationality and Competition Discussion Paper Series, CRC TRR 190 Rationality and Competition View citations (1)
Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2017)
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2017)
- Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (1)
- Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (11)
Also in CESifo Working Paper Series, CESifo (2016) View citations (2)
See also Journal Article in Journal of Business & Economic Statistics (2019)
- Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
- Including Covariates in the Regression Discontinuity Design
IZA Discussion Papers, Institute of Labor Economics (IZA)
Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2017)
See also Journal Article in Journal of Business & Economic Statistics (2019)
- It's never too LATE: A new look at local average treatment effects with or without defiers
Discussion Papers of Business and Economics, University of Southern Denmark, Department of Business and Economics
- Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (4)
See also Journal Article in Journal of Econometric Methods (2019)
- Testing the validity of the compulsory schooling law instrument
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (1)
See also Journal Article in Economics Letters (2017)
2016
- A wild bootstrap algorithm for propensity score matching estimators
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (3)
- Evaluating an information campaign about rural development policies in (FYR) Macedonia
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (1)
See also Journal Article in Agricultural and Resource Economics Review (2019)
- How war affects political attitudes: evidence from eastern Ukraine
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
- On the development of students’ attitudes towards corruption and cheating in Russian universities
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (4)
- The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (11)
Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2016) View citations (23)
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2016) View citations (11)
See also Journal Article in Journal of Business & Economic Statistics (2020)
2015
- An experimental evaluation of an anti-corruption intervention among Ukrainian university students
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (4)
- Direct and Indirect Effects of Training Vouchers for the Unemployed
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2015) View citations (1)
CEPR Discussion Papers, C.E.P.R. Discussion Papers (2015) View citations (1)
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2015) View citations (1)
See also Journal Article in Journal of the Royal Statistical Society Series A (2018)
- Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables
Working Paper Series, IFAU - Institute for Evaluation of Labour Market and Education Policy View citations (1)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2014) View citations (6)
IZA Discussion Papers, Institute of Labor Economics (IZA) (2014) View citations (6)
Working Paper Series, IFAU - Institute for Evaluation of Labour Market and Education Policy (2015) View citations (1)
See also Journal Article in Journal of the Royal Statistical Society Series B (2017)
- Does preschool boost the development of minority children? The case of Roma children
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
See also Journal Article in Journal of the Royal Statistical Society Series A (2017)
- Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (9)
Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2015) View citations (7)
See also Journal Article in Journal of Applied Econometrics (2020)
- The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (14)
Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2015) View citations (14)
See also Journal Article in Computational Statistics & Data Analysis (2017)
2014
- A cautionary tale about control variables in IV estimation
FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland View citations (5)
Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2014) View citations (5)
See also Journal Article in Oxford Bulletin of Economics and Statistics (2017)
- Causal pitfalls in the decomposition of wage gaps
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (6)
See also Journal Article in Journal of Business & Economic Statistics (2015)
- Regional Differences in Perceived Corruption among Ukrainian Firms
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (3)
- The effect of firms' partial retirement policies on the labour market outcomes of their employees
VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy, Verein für Socialpolitik / German Economic Association
Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2013) View citations (8)
CESifo Working Paper Series, CESifo (2013) View citations (8)
Working papers, Faculty of Business and Economics - University of Basel (2013) View citations (8)
CEPR Discussion Papers, C.E.P.R. Discussion Papers (2013) View citations (8)
IZA Discussion Papers, Institute of Labor Economics (IZA) (2013) View citations (8)
- The finite sample performance of estimators for mediation analysis under sequential conditional independence
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (9)
See also Journal Article in Journal of Business & Economic Statistics (2016)
- Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (11)
Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2014) View citations (11)
See also Journal Article in Journal of the American Statistical Association (2014)
- Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (11)
See also Journal Article in The Review of Economics and Statistics (2017)
- Workplace Health Promotion and Labour Market Performance of Employees
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science
Also in CEPR Discussion Papers, C.E.P.R. Discussion Papers (2014)
IZA Discussion Papers, Institute of Labor Economics (IZA) (2014)
Working papers, Faculty of Business and Economics - University of Basel (2014)
See also Journal Article in Journal of Health Economics (2015)
2013
- A simple test for the ignorability of non-compliance in experiments
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (7)
See also Journal Article in Economics Letters (2013)
- Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (7)
2012
- Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (27)
See also Journal Article in Empirical Economics (2015)
- Relaxing monotonicity in the identification of local average treatment effects
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (7)
- Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (4)
2011
- Quantile Regression in the Presence of Sample Selection
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (26)
- Sharp bounds on causal effects under sample selection
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (5)
See also Journal Article in Oxford Bulletin of Economics and Statistics (2015)
- Testing instrument validity for LATE identification based on inequality moment constraints
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (12)
See also Journal Article in The Review of Economics and Statistics (2015)
- Testing instrument validity in sample selection models
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science
2010
- How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (21)
Also in University of St. Gallen Department of Economics working paper series 2010, Department of Economics, University of St. Gallen (2010) View citations (6)
- Identification of average treatment effects in social experiments under different forms of attrition
University of St. Gallen Department of Economics working paper series 2010, Department of Economics, University of St. Gallen View citations (4)
- Sharp IV bounds on average treatment effects under endogeneity and noncompliance
University of St. Gallen Department of Economics working paper series 2010, Department of Economics, University of St. Gallen View citations (10)
- Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment
IAW Discussion Papers, Institut für Angewandte Wirtschaftsforschung (IAW) View citations (11)
Also in ZEW Discussion Papers, ZEW - Leibniz Centre for European Economic Research (2010)
See also Journal Article in German Economic Review (2015)
- Testing for covariate balance using quantile regression and resampling methods
University of St. Gallen Department of Economics working paper series 2010, Department of Economics, University of St. Gallen View citations (1)
See also Journal Article in Journal of Applied Statistics (2011)
2009
- Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work?
CEPR Discussion Papers, C.E.P.R. Discussion Papers View citations (6)
Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2009) View citations (12)
University of St. Gallen Department of Economics working paper series 2009, Department of Economics, University of St. Gallen (2009) View citations (3)
- Does Leaving Welfare Improve Health? Evidence for Germany
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
Also in CEPR Discussion Papers, C.E.P.R. Discussion Papers (2009) View citations (1)
University of St. Gallen Department of Economics working paper series 2009, Department of Economics, University of St. Gallen (2009) View citations (3)
See also Journal Article in Health Economics (2011)
- Treatment evaluation in the presence of sample selection
University of St. Gallen Department of Economics working paper series 2009, Department of Economics, University of St. Gallen View citations (2)
See also Journal Article in Econometric Reviews (2014)
Journal Articles
2020
- Direct and indirect effects of continuous treatments based on generalized propensity score weighting
Journal of Applied Econometrics, 2020, 35, (7), 814-840
See also Working Paper (2018)
- Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments
Journal of Applied Econometrics, 2020, 35, (5), 481-504 View citations (1)
See also Working Paper (2015)
- On the Sensitivity of Wage Gap Decompositions
Journal of Labor Research, 2020, 41, (1), 1-33
See also Working Paper (2018)
- The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators
Journal of Business & Economic Statistics, 2020, 38, (1), 183-200 View citations (1)
See also Working Paper (2016)
- 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, 2020, 156, (1), 1-19 View citations (1)
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, 2019, 37, (4), 710-720
See also Working Paper (2017)
- Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia
Agricultural and Resource Economics Review, 2019, 48, (1), 117-141
See also Working Paper (2016)
- Including Covariates in the Regression Discontinuity Design
Journal of Business & Economic Statistics, 2019, 37, (4), 736-748 View citations (7)
See also Working Paper (2017)
- Local Average and Quantile Treatment Effects Under Endogeneity: A Review
Journal of Econometric Methods, 2019, 8, (1), 27 View citations (2)
See also Working Paper (2019)
- Machine learning with screens for detecting bid-rigging cartels
International Journal of Industrial Organization, 2019, 65, (C), 277-301 View citations (1)
See also Working Paper (2018)
- Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting
Journal of Econometric Methods, 2019, 8, (1), 20
See also Working Paper (2017)
2018
- Direct and indirect effects of training vouchers for the unemployed
Journal of the Royal Statistical Society Series A, 2018, 181, (2), 441-463 View citations (3)
See also Working Paper (2015)
2017
- A Cautionary Tale About Control Variables in IV Estimation
Oxford Bulletin of Economics and Statistics, 2017, 79, (3), 411-425 View citations (8)
See also Working Paper (2014)
- Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables
Journal of the Royal Statistical Society Series B, 2017, 79, (5), 1645-1666 View citations (20)
See also Working Paper (2015)
- Does preschool boost the development of minority children?: the case of Roma children
Journal of the Royal Statistical Society Series A, 2017, 180, (2), 475-502 View citations (5)
See also Working Paper (2015)
- Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance
Journal of Applied Econometrics, 2017, 32, (1), 56-79 View citations (9)
- Testing the validity of the compulsory schooling law instrument
Economics Letters, 2017, 159, (C), 23-27 View citations (1)
See also Working Paper (2017)
- The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation
Computational Statistics & Data Analysis, 2017, 115, (C), 91-102 View citations (6)
See also Working Paper (2015)
- Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism
The Review of Economics and Statistics, 2017, 99, (1), 180-183 View citations (24)
See also Working Paper (2014)
2016
- Disentangling policy effects into causal channels
IZA World of Labor, 2016, 259 View citations (3)
- Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine
Educational Studies, 2016, (1), 61-83 View citations (1)
- The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees
ILR Review, 2016, 69, (5), 1216-1248 View citations (4)
- The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence
Journal of Business & Economic Statistics, 2016, 34, (1), 139-160 View citations (4)
See also Working Paper (2014)
2015
- A Test of the Conditional Independence Assumption in Sample Selection Models
Journal of Applied Econometrics, 2015, 30, (7), 1144-1168 View citations (18)
- Causal Pitfalls in the Decomposition of Wage Gaps
Journal of Business & Economic Statistics, 2015, 33, (2), 179-191 View citations (13)
See also Working Paper (2014)
- Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour
Empirical Economics, 2015, 49, (1), 1-31 View citations (49)
See also Working Paper (2012)
- Sharp Bounds on Causal Effects under Sample Selection
Oxford Bulletin of Economics and Statistics, 2015, 77, (1), 129-151 View citations (2)
See also Working Paper (2011)
- Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment
German Economic Review, 2015, 16, (1), 13-42 View citations (9)
See also Working Paper (2010)
- Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints
The Review of Economics and Statistics, 2015, 97, (2), 398-411 View citations (33)
See also Working Paper (2011)
- Testing the Validity of the Sibling Sex Ratio Instrument
LABOUR, 2015, 29, (1), 1-14 View citations (7)
- Workplace health promotion and labour market performance of employees
Journal of Health Economics, 2015, 43, (C), 170-189 View citations (2)
See also Working Paper (2014)
2014
- IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING
Journal of Applied Econometrics, 2014, 29, (6), 920-943 View citations (31)
- Sensitivity checks for the local average treatment effect
Economics Letters, 2014, 123, (2), 220-223 View citations (4)
- Testing exclusion restrictions and additive separability in sample selection models
Empirical Economics, 2014, 47, (1), 75-92 View citations (29)
- Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition
Journal of the American Statistical Association, 2014, 109, (508), 1697-1711 View citations (9)
See also Working Paper (2014)
- Treatment Evaluation in the Presence of Sample Selection
Econometric Reviews, 2014, 33, (8), 869-905 View citations (11)
See also Working Paper (2009)
2013
- A simple test for the ignorability of non-compliance in experiments
Economics Letters, 2013, 120, (3), 389-391 View citations (7)
See also Working Paper (2013)
- The performance of estimators based on the propensity score
Journal of Econometrics, 2013, 175, (1), 1-21 View citations (204)
2012
- Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition
Journal of Educational and Behavioral Statistics, 2012, 37, (3), 443-474 View citations (5)
2011
- Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment?
German Economic Review, 2011, 12, (2), 182-204 View citations (15)
- Does leaving welfare improve health? Evidence for Germany
Health Economics, 2011, 20, (4), 484-504 View citations (31)
See also Working Paper (2009)
- Testing for covariate balance using quantile regression and resampling methods
Journal of Applied Statistics, 2011, 38, (12), 2881-2899 View citations (6)
See also Working Paper (2010)
Software Items
2014
- RADIUSMATCH: Stata module to perform distance-weighted radius matching with bias adjustment
Statistical Software Components, Boston College Department of Economics
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