Access Statistics for Martin Huber

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Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Framework for Separating Individual Treatment Effects From Spillover, Interaction, and General Equilibrium Effects 0 0 0 13 0 0 6 62
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 0 0 2 44
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 1 1 2 16
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 1 65 0 0 5 52
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 1 40 0 0 3 98
A cautionary tale about control variables in IV estimation 0 0 0 28 0 1 6 137
A cautionary tale about control variables in IV estimation 0 0 1 62 0 1 8 142
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 1 1 9 76
A joint test of unconfoundedness and common trends 0 0 10 11 0 1 10 14
A review of causal mediation analysis for assessing direct and indirect treatment effects 3 10 77 446 13 34 249 1,042
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 0 1 4 136
A wild bootstrap algorithm for propensity score matching estimators 0 1 1 151 0 3 9 232
An Introduction to Causal Discovery 0 0 29 29 0 1 24 24
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 0 0 81 1 5 13 109
An introduction to flexible methods for policy evaluation 0 0 3 25 0 2 10 74
An introduction to flexible methods for policy evaluation 0 0 2 87 1 1 10 171
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 0 0 3 33
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 1 18 1 1 4 51
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 23 0 0 4 25
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 1 0 0 2 17
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 16 0 0 4 39
Causal mediation analysis with double machine learning 1 2 5 53 1 7 28 168
Causal mediation analysis with double machine learning 0 0 2 104 0 1 6 82
Causal pitfalls in the decomposition of wage gaps 0 0 3 132 1 1 6 218
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 1 123 1 2 5 131
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 0 16 0 0 5 15
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 1 1 25 25 1 4 22 22
Direct and Indirect Effects Based on Changes-in-Changes 0 1 2 34 0 1 3 52
Direct and Indirect Effects Based on Difference-in-Differences with an Application to Political Preferences Following the Vietnam Draft Lottery 0 0 2 32 0 0 4 149
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 0 0 2 23
Direct and Indirect Effects based on Changes-in-Changes 0 1 1 24 0 1 2 35
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 0 27 0 0 2 83
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 3 79 0 1 12 377
Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery 0 0 3 30 0 2 10 72
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 0 2 71 0 2 8 138
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 0 0 1 82
Direct and indirect effects of training vouchers for the unemployed 1 1 1 13 1 1 5 56
Direct and indirect effects of training vouchers for the unemployed 0 0 1 47 1 1 2 138
Direct and indirect effects under sample selection and outcome attrition 0 1 2 30 0 2 8 37
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 1 10 0 0 6 107
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 34 0 0 4 123
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 0 0 3 7
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 0 1 2 428
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 1 1 3 298
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 0 0 1 282
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 0 0 1 146
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 28 0 0 0 167
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 51 0 0 3 212
Does preschool boost the development of minority children? The case of Roma children 1 1 1 37 1 1 5 112
Double machine learning for sample selection models 0 0 0 39 0 0 4 64
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 2 3 24 1 3 8 18
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 0 0 1 88
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 0 0 3 75
Evaluating (weighted) dynamic treatment effects by double machine learning 0 1 6 41 2 9 26 76
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 0 0 5 61
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 0 1 89 0 1 9 187
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 1 1 15 0 2 4 46
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 1 6 0 1 7 21
Gender Differences in Wage Expectations 0 0 0 32 0 0 3 56
Gender Differences in Wage Expectations 0 0 0 31 0 2 9 59
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 0 0 1 15
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 0 25 1 2 6 53
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 0 0 1 10
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 0 0 2 25
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 0 0 3 356
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 0 1 4 358
How war affects political attitudes: evidence from eastern Ukraine 0 0 6 52 2 4 16 128
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 0 1 2 199
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 1 1 82 1 2 8 361
Including Covariates in the Regression Discontinuity Design 0 0 0 8 0 1 3 55
Including covariates in the regression discontinuity design 1 1 4 58 1 2 14 101
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 0 2 2 65 3 8 15 158
Interacting Treatments with Endogenous Takeup 0 0 0 12 0 1 3 11
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 1 85 0 1 8 121
Learning control variables and instruments for causal analysis in observational data 0 0 7 7 1 4 25 25
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 29 0 0 5 47
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 0 9 31 86 8 30 101 182
Machine Learning with Screens for Detecting Bid-Rigging Cartels 0 0 1 130 1 3 15 215
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 2 50 0 0 11 143
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 1 3 52 1 3 16 152
On the plausibility of the latent ignorability assumption 0 0 0 3 0 0 1 15
On the sensitivity of wage gap decompositions 0 0 0 16 0 0 5 48
Quantile Regression in the Presence of Sample Selection 0 0 2 612 1 1 7 1,212
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 2 293 0 1 7 974
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 1 54 1 1 6 158
Relaxing monotonicity in the identification of local average treatment effects 0 0 0 95 0 3 7 300
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 0 110 0 0 4 310
Sharp bounds on causal effects under sample selection 1 1 2 99 1 1 7 279
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 1 33 1 1 3 244
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 0 0 0 128
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 0 48 0 1 4 259
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 1 2 23 0 2 3 46
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 0 0 2 738
Testing identification in mediation and dynamic treatment models 0 0 2 2 0 0 8 8
Testing instrument validity for LATE identification based on inequality moment constraints 0 0 1 108 0 0 7 465
Testing instrument validity in sample selection models 0 0 0 199 0 0 2 785
Testing the identification of causal effects in observational data 0 0 2 31 0 1 9 31
Testing the validity of the compulsory schooling law instrument 0 0 0 35 0 0 3 113
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of Their Employees 0 0 0 50 0 1 3 89
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees 0 0 0 36 0 0 1 141
The Effects of Gender and Parental Occupation in the Apprenticeship Market: An Experimental Evaluation 0 0 0 32 0 0 4 64
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 0 17 0 0 3 136
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 0 0 0 113
The Fiscal Response to Revenue Shocks 0 0 0 9 0 0 4 33
The causalweight package for causal inference in R 2 5 11 106 5 15 58 452
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 0 0 3 212
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 0 1 3 81
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 0 0 7 71
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 0 0 4 94
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 0 0 16 0 0 4 40
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 0 1 3 130
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 0 1 4 190
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 0 0 2 200
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates 0 0 1 15 0 0 5 17
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 1 8 0 0 4 115
The fiscal response to revenue shocks 0 0 0 2 0 0 7 37
Transnational machine learning with screens for flagging bid-rigging cartels 0 0 0 20 0 0 3 46
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 0 1 3 79
Treatment evaluation in the presence of sample selection 0 0 0 236 0 0 1 569
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 2 2 3 128
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 1 98 0 0 4 227
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 0 0 3 180
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 0 0 1 73
Workplace health promotion and labour market performance of employees 0 0 0 42 0 0 5 88
Workplace health promotion and labour market performance of employees 0 0 0 17 0 0 2 46
Total Working Papers 11 44 284 7,231 59 197 1,113 19,584
1 registered items for which data could not be found


Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Cautionary Tale About Control Variables in IV Estimation 0 0 1 7 1 1 3 44
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 14 39 0 4 24 104
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 0 3 3 3 3 9 13
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 3 3 6 89
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 0 1 6 56
An introduction to causal discovery 0 1 2 2 0 6 13 13
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 1 10 1 1 4 45
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 0 0 4 11
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 0 1 1 2 4 12
Causal Pitfalls in the Decomposition of Wage Gaps 0 0 2 23 0 0 5 90
Causal mediation analysis with double machine learning 1 2 7 34 1 2 22 105
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 1 8 1 3 10 58
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 0 0 1 7 0 0 6 42
Direct and Indirect Effects based on Changes-in-Changes 0 0 2 3 0 1 5 11
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 0 0 3 50
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 1 3 16 0 2 12 62
Direct and indirect effects of training vouchers for the unemployed 0 0 0 27 1 1 5 80
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 0 0 1 43 0 2 4 188
Disentangling policy effects into causal channels 0 0 0 26 0 0 3 108
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 1 11 0 1 3 88
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 0 0 4 10
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 0 0 0 147
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 0 0 1 149
Does preschool boost the development of minority children?: the case of Roma children 0 0 0 10 0 0 3 75
Double Machine Learning for Sample Selection Models 1 1 2 2 1 1 7 7
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 1 1 4 41
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 8 14 2 4 28 50
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 0 0 2 61
Flagging cartel participants with deep learning based on convolutional neural networks 0 0 2 2 1 1 9 13
Gender differences in wage expectations 0 0 0 3 0 0 3 16
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 1 1 5 0 2 6 19
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 0 2 3 30 0 3 8 122
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 1 1 1 30
Including Covariates in the Regression Discontinuity Design 1 2 8 34 3 5 18 88
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 0 1 1 4 0 2 5 12
It is never too LATE: a new look at local average treatment effects with or without defiers 0 2 2 3 1 3 7 8
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 58 2 4 11 146
Machine learning with screens for detecting bid-rigging cartels 1 2 11 115 4 9 46 391
Nonparametric bootstrap for propensity score matching estimators 0 0 2 2 0 1 6 6
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 3 32 0 1 6 121
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 0 0 2 5
On the Sensitivity of Wage Gap Decompositions 0 0 2 15 0 0 3 68
Perceived Anonymity and Cheating in an Online Experiment 0 0 2 2 0 0 6 14
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 1 84 0 1 14 281
Sensitivity checks for the local average treatment effect 0 0 0 13 0 0 2 58
Sharp Bounds on Causal Effects under Sample Selection 0 0 0 6 0 0 1 51
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 1 7 16 0 1 10 53
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 0 0 2 12
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 1 13 0 0 4 69
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 0 1 6 78 0 2 13 260
Testing exclusion restrictions and additive separability in sample selection models 0 3 6 47 1 6 23 229
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 0 0 1 112
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 0 0 2 95
Testing the validity of the compulsory schooling law instrument 0 0 0 9 0 0 3 64
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 0 0 2 13 0 1 6 52
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 0 0 6 0 0 3 47
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 22 1 1 8 103
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 0 0 0 0 2 2
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 0 1 1 92
The fiscal response to revenue shocks 0 1 5 8 0 1 12 26
The performance of estimators based on the propensity score 0 1 13 300 1 4 43 905
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 0 2 18 0 1 9 43
Timing matters: the impact of response measures on COVID-19-related hospitalization and death rates in Germany and Switzerland 0 0 0 6 0 1 5 58
Transnational machine learning with screens for flagging bid‐rigging cartels 0 1 4 16 0 2 20 54
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 0 6 0 0 3 31
Treatment Evaluation in the Presence of Sample Selection 0 0 1 20 0 0 4 78
When does gender occupational segregation start? An experimental evaluation of the effects of gender and parental occupation in the apprenticeship labor market 0 0 0 1 0 0 4 6
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 2 54 0 0 4 153
Workplace health promotion and labour market performance of employees 0 0 1 23 0 0 7 111
Total Journal Articles 4 23 139 1,544 31 93 543 5,913


Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
RADIUSMATCH: Stata module to perform distance-weighted radius matching with bias adjustment 1 2 11 582 5 11 74 3,173
Total Software Items 1 2 11 582 5 11 74 3,173


Statistics updated 2025-06-06