Details about Martin Huber

Access statistics for papers by Martin Huber.

Last updated 2018-12-07. Update your information in the RePEc Author Service.

Short-id: phu202

Working Papers

2018

1. 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 (1)
2. 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)
3. Machine Learning with Screens for Detecting Bid-Rigging Cartels
   FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
4. The causalweight package for causal inference in R
   FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland

2017

5. 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
   Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2017)
   IZA Discussion Papers, Institute of Labor Economics (IZA) (2017)
6. 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)
7. 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 (4)
   Also in CESifo Working Paper Series, CESifo Group Munich (2016) View citations (2)
8. 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
9. 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)
10. 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
11. 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)
12. Testing the validity of the compulsory schooling law instrument
    FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
    See also Journal Article in Economics Letters (2017)

2016

13. 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)
14. 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)
15. How war affects political attitudes: evidence from eastern Ukraine
    FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland
16. 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 (1)
17. The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (8)
    Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2016) View citations (8)
    FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2016) View citations (15)

2015

18. 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)
19. Direct and Indirect Effects of Training Vouchers for the Unemployed
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
    Also in CEPR Discussion Papers, C.E.P.R. Discussion Papers (2015) View citations (1)
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (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)
20. 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
    Also in 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)
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2014) View citations (6)
    See also Journal Article in Journal of the Royal Statistical Society Series B (2017)
21. 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)
22. 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 (5)
23. 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

24. 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)
25. 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)
26. 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)
27. The effect of firms' partial retirement policies on the labour market outcomes of their employees
    Annual Conference 2014 (Hamburg): Evidence-based Economic Policy, Verein für Socialpolitik / German Economic Association
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2013) View citations (8)
    CEPR Discussion Papers, C.E.P.R. Discussion Papers (2013) View citations (8)
    Working papers, Faculty of Business and Economics - University of Basel (2013) View citations (8)
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2013) View citations (8)
    CESifo Working Paper Series, CESifo Group Munich (2013) View citations (8)
28. 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)
29. Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (7)
    Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2014) View citations (7)
    See also Journal Article in Journal of the American Statistical Association (2014)
30. 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)
31. 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 Working papers, Faculty of Business and Economics - University of Basel (2014)
    CEPR Discussion Papers, C.E.P.R. Discussion Papers (2014)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2014)
    See also Journal Article in Journal of Health Economics (2015)

2013

32. 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 (3)
    See also Journal Article in Economics Letters (2013)
33. 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 (6)

2012

34. 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 (26)
    See also Journal Article in Empirical Economics (2015)
35. 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)
36. 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 (3)

2011

37. 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)
38. 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)
39. 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 (11)
    See also Journal Article in The Review of Economics and Statistics (2015)
40. Testing instrument validity in sample selection models
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science

2010

41. 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)
42. 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)
43. 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)
44. Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment
    IAW Discussion Papers, Institut für Angewandte Wirtschaftsforschung (IAW) View citations (9)
    Also in ZEW Discussion Papers, ZEW - Leibniz Centre for European Economic Research (2010)
    See also Journal Article in German Economic Review (2015)
45. 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

46. 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)
47. Does Leaving Welfare Improve Health? Evidence for Germany
    CEPR Discussion Papers, C.E.P.R. Discussion Papers View citations (1)
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (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)
48. 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

2018

1. 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 (1)
   See also Working Paper (2015)

2017

2. A Cautionary Tale About Control Variables in IV Estimation
   Oxford Bulletin of Economics and Statistics, 2017, 79, (3), 411-425
   See also Working Paper (2014)
3. 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 (11)
   See also Working Paper (2015)
4. 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 (1)
   See also Working Paper (2015)
5. 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 (6)
6. Testing the validity of the compulsory schooling law instrument
   Economics Letters, 2017, 159, (C), 23-27
   See also Working Paper (2017)
7. 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 (4)
   See also Working Paper (2015)
8. 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 (16)
   See also Working Paper (2014)

2016

9. Disentangling policy effects into causal channels
   IZA World of Labor, 2016, 259 View citations (4)
10. Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine
    Educational Studies, 2016, (1), 61-83 View citations (1)
11. The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees
    ILR Review, 2016, 69, (5), 1216-1248 View citations (2)
12. 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 (3)
    See also Working Paper (2014)

2015

13. A Test of the Conditional Independence Assumption in Sample Selection Models
    Journal of Applied Econometrics, 2015, 30, (7), 1144-1168 View citations (10)
14. Causal Pitfalls in the Decomposition of Wage Gaps
    Journal of Business & Economic Statistics, 2015, 33, (2), 179-191 View citations (5)
    See also Working Paper (2014)
15. Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour
    Empirical Economics, 2015, 49, (1), 1-31 View citations (34)
    See also Working Paper (2012)
16. Sharp Bounds on Causal Effects under Sample Selection
    Oxford Bulletin of Economics and Statistics, 2015, 77, (1), 129-151 View citations (1)
    See also Working Paper (2011)
17. Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment
    German Economic Review, 2015, 16, (1), 13-42 View citations (6)
    See also Working Paper (2010)
18. Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints
    The Review of Economics and Statistics, 2015, 97, (2), 398-411 View citations (23)
    See also Working Paper (2011)
19. Testing the Validity of the Sibling Sex Ratio Instrument
    LABOUR, 2015, 29, (1), 1-14 View citations (4)
20. 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

21. IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING
    Journal of Applied Econometrics, 2014, 29, (6), 920-943 View citations (23)
22. Sensitivity checks for the local average treatment effect
    Economics Letters, 2014, 123, (2), 220-223 View citations (4)
23. Testing exclusion restrictions and additive separability in sample selection models
    Empirical Economics, 2014, 47, (1), 75-92 View citations (27)
24. Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition
    Journal of the American Statistical Association, 2014, 109, (508), 1697-1711 View citations (5)
    See also Working Paper (2014)
25. Treatment Evaluation in the Presence of Sample Selection
    Econometric Reviews, 2014, 33, (8), 869-905 View citations (5)
    See also Working Paper (2009)

2013

26. A simple test for the ignorability of non-compliance in experiments
    Economics Letters, 2013, 120, (3), 389-391 View citations (3)
    See also Working Paper (2013)
27. The performance of estimators based on the propensity score
    Journal of Econometrics, 2013, 175, (1), 1-21 View citations (154)

2012

28. 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 (3)

2011

29. Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment?
    German Economic Review, 2011, 12, (2), 182-204 View citations (14)
30. Does leaving welfare improve health? Evidence for Germany
    Health Economics, 2011, 20, (4), 484-504 View citations (23)
    See also Working Paper (2009)
31. Testing for covariate balance using quantile regression and resampling methods
    Journal of Applied Statistics, 2011, 38, (12), 2881-2899 View citations (5)
    See also Working Paper (2010)

Software Items

2014

1. RADIUSMATCH: Stata module to perform distance-weighted radius matching with bias adjustment
   Statistical Software Components, Boston College Department of Economics