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 5 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 0 0 2 16
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 1 40 2 3 5 101
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 1 65 1 1 4 53
A cautionary tale about control variables in IV estimation 0 0 0 62 0 0 4 142
A cautionary tale about control variables in IV estimation 0 0 0 28 1 1 6 138
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 0 1 8 77
A joint test of unconfoundedness and common trends 0 2 4 13 0 5 10 19
A review of causal mediation analysis for assessing direct and indirect treatment effects 4 16 70 462 9 53 199 1,095
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 1 1 3 137
A wild bootstrap algorithm for propensity score matching estimators 0 0 1 151 0 0 7 232
An Introduction to Causal Discovery 0 0 29 29 0 1 23 25
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 0 0 81 0 2 13 111
An introduction to flexible methods for policy evaluation 0 0 2 87 0 2 11 173
An introduction to flexible methods for policy evaluation 0 0 3 25 4 5 15 79
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 1 18 0 0 4 51
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 0 0 3 33
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 1 2 6 41
Causal mediation analysis with double machine learning 0 0 2 104 0 2 8 84
Causal mediation analysis with double machine learning 1 1 4 54 1 10 29 178
Causal pitfalls in the decomposition of wage gaps 0 1 4 133 0 1 6 219
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 1 123 1 1 6 132
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 1 1 17 0 1 4 16
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 1 3 28 28 4 9 31 31
Direct and Indirect Effects Based on Changes-in-Changes 0 0 2 34 0 0 3 52
Direct and Indirect Effects Based on Difference-in-Differences with an Application to Political Preferences Following the Vietnam Draft Lottery 0 1 3 33 0 1 5 150
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 1 1 3 24
Direct and Indirect Effects based on Changes-in-Changes 0 0 1 24 1 1 2 36
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 1 1 28 0 2 4 85
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 2 4 81 0 4 12 381
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 1 11 73
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 1 3 72 1 3 11 141
Direct and indirect effects of training vouchers for the unemployed 0 0 1 47 0 1 3 139
Direct and indirect effects of training vouchers for the unemployed 0 1 2 14 1 2 7 58
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 0 0 1 82
Direct and indirect effects under sample selection and outcome attrition 0 0 2 30 0 0 8 37
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 1 1 4 8
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 1 10 0 0 4 107
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 34 0 0 2 123
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 0 2 3 284
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 0 0 2 428
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 0 0 3 298
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 28 0 1 1 168
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 51 0 0 3 212
Does preschool boost the development of minority children? The case of Roma children 0 0 1 37 1 5 10 117
Double machine learning for sample selection models 0 0 0 39 0 0 3 64
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 2 4 26 0 2 8 20
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 0 3 41 0 0 20 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 1 1 9 188
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 0 1 15 2 3 6 49
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 1 6 0 1 7 22
Gender Differences in Wage Expectations 0 0 0 32 0 1 4 57
Gender Differences in Wage Expectations 0 0 0 31 0 1 8 60
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 4 10 57
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 0 1 2 11
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 0 1 3 26
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 0 0 2 356
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 0 0 4 358
How war affects political attitudes: evidence from eastern Ukraine 0 1 4 53 1 4 17 132
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 0 0 2 199
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 1 82 1 1 8 362
Including Covariates in the Regression Discontinuity Design 0 0 0 8 0 0 2 55
Including covariates in the regression discontinuity design 0 0 2 58 1 1 12 102
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 0 0 2 65 0 1 15 159
Interacting Treatments with Endogenous Takeup 0 0 0 12 0 0 3 11
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 0 85 0 1 7 122
Learning control variables and instruments for causal analysis in observational data 0 0 3 7 0 0 14 25
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 1 1 2 30 1 2 5 49
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 5 9 36 95 10 24 105 206
Machine Learning with Screens for Detecting Bid-Rigging Cartels 3 4 4 134 5 9 20 224
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 1 50 0 2 9 145
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 0 3 52 3 4 19 156
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 0 3 10 1,215
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 1 293 0 2 6 976
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 1 54 0 1 6 159
Relaxing monotonicity in the identification of local average treatment effects 0 1 1 96 0 1 6 301
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 1 1 111 0 3 7 313
Sharp bounds on causal effects under sample selection 0 0 2 99 2 6 12 285
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 1 33 0 0 3 244
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 1 1 1 129
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 0 48 0 1 4 260
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 1 23 0 1 3 47
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 1 4 6 742
Testing identification in mediation and dynamic treatment models 0 1 2 3 3 4 6 12
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 1 1 1 786
Testing the identification of causal effects in observational data 0 0 2 31 1 2 9 33
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 0 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 1 1 5 65
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 1 1 18 1 2 5 138
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 0 3 14 109 2 9 58 461
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 0 0 2 212
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 0 0 5 71
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 0 0 3 94
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 0 0 3 81
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 0 0 16 0 0 3 40
The effects of electronic monitoring on offenders and their families 0 1 1 39 1 4 4 154
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 2 2 4 132
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 1 1 5 191
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 0 0 1 200
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates 0 0 1 15 1 2 7 19
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 1 8 1 1 5 116
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 1 4 47
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 0 0 3 79
Treatment evaluation in the presence of sample selection 0 0 0 236 0 2 3 571
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 0 0 2 128
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 1 98 0 1 4 228
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 1 2 3 75
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 2 2 4 182
Workplace health promotion and labour market performance of employees 0 0 0 17 1 1 3 47
Workplace health promotion and labour market performance of employees 0 0 0 42 0 1 4 89
Total Working Papers 15 55 281 7,324 80 252 1,108 19,986


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 0 2 5 46
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 1 2 10 41 2 6 22 110
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 2 4 5 1 5 12 18
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 1 1 7 90
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 0 1 7 57
An introduction to causal discovery 1 2 4 4 2 8 21 21
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 1 10 1 5 9 50
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 1 3 6 14
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 1 1 2 0 3 7 15
Causal Pitfalls in the Decomposition of Wage Gaps 0 0 1 23 0 0 4 90
Causal mediation analysis with double machine learning 1 1 7 35 5 8 26 113
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 1 8 2 3 12 61
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 0 0 1 7 1 3 8 45
Direct and Indirect Effects based on Changes-in-Changes 0 0 2 3 2 3 8 14
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 0 1 3 51
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 0 3 16 1 3 13 65
Direct and indirect effects of training vouchers for the unemployed 0 2 2 29 0 4 9 84
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 1 2 2 45 2 3 6 191
Disentangling policy effects into causal channels 0 0 0 26 0 0 1 108
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 0 11 0 0 2 88
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 0 1 5 11
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 0 0 2 2 2 8 15 15
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 0 1 4 42
Evaluating (weighted) dynamic treatment effects by double machine learning 1 1 7 15 1 6 29 56
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 1 2 4 63
Flagging cartel participants with deep learning based on convolutional neural networks 0 2 3 4 1 4 9 17
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 1 1 1 4 5 8 8
Gender differences in wage expectations 0 0 0 3 1 1 4 17
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 0 0 0 1 1 1
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 1 2 6 1 4 8 23
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 0 0 3 30 0 2 10 124
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 0 0 1 30
Including Covariates in the Regression Discontinuity Design 0 1 7 35 1 4 17 92
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 0 0 1 4 0 0 5 12
Interacting Treatments With Endogenous Takeup 0 0 0 0 3 3 3 3
It is never too LATE: a new look at local average treatment effects with or without defiers 0 0 2 3 0 0 7 8
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 58 1 2 12 148
Machine learning with screens for detecting bid-rigging cartels 4 6 12 121 5 13 42 404
Nonparametric bootstrap for propensity score matching estimators 0 0 1 2 0 0 4 6
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 3 32 1 1 7 122
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 0 2 4 7
On the Sensitivity of Wage Gap Decompositions 0 0 2 15 1 2 5 70
Perceived Anonymity and Cheating in an Online Experiment 0 0 2 2 0 2 8 16
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 0 84 0 0 11 281
Sensitivity checks for the local average treatment effect 0 1 1 14 0 1 3 59
Sharp Bounds on Causal Effects under Sample Selection 0 1 1 7 0 3 4 54
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 0 7 16 0 0 10 53
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 1 13 1 1 4 70
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 2 3 4 15
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 0 0 6 78 1 2 14 262
Testing exclusion restrictions and additive separability in sample selection models 0 0 6 47 2 3 20 232
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 1 1 2 113
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 0 2 3 97
Testing the validity of the compulsory schooling law instrument 0 0 0 9 0 2 4 66
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 0 0 2 13 0 0 6 52
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 0 0 6 0 1 3 48
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 1 1 23 0 2 9 105
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 0 0 0 1 3 3
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 0 1 2 93
The fiscal response to revenue shocks 0 0 5 8 0 0 10 26
The performance of estimators based on the propensity score 1 2 10 302 1 5 34 910
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 0 2 18 0 2 10 45
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 6 59
Transnational machine learning with screens for flagging bid‐rigging cartels 0 0 1 16 2 10 21 64
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 1 1 7 0 1 4 32
Treatment Evaluation in the Presence of Sample Selection 0 0 1 20 0 2 6 80
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 2 6
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 1 54 0 1 4 154
Workplace health promotion and labour market performance of employees 0 0 1 23 1 2 9 113
Total Journal Articles 10 30 136 1,574 55 173 612 6,089


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 1 10 583 3 10 59 3,183
Total Software Items 1 1 10 583 3 10 59 3,183


Statistics updated 2025-09-05