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 3 6 7 69
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 1 2 4 46
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 3 5 7 21
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 65 3 8 11 61
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 40 0 2 5 103
A cautionary tale about control variables in IV estimation 0 0 0 62 2 3 6 145
A cautionary tale about control variables in IV estimation 0 0 0 28 0 2 6 140
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 0 2 7 79
A joint test of unconfoundedness and common trends 0 1 6 15 7 14 24 34
A review of causal mediation analysis for assessing direct and indirect treatment effects 3 11 49 476 17 43 174 1,149
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 1 2 6 140
A wild bootstrap algorithm for propensity score matching estimators 0 1 2 152 1 3 8 235
An Introduction to Causal Discovery 0 0 1 29 5 6 12 33
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 0 0 81 0 1 11 112
An introduction to flexible methods for policy evaluation 0 1 2 88 2 8 17 182
An introduction to flexible methods for policy evaluation 0 1 3 26 0 1 13 80
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 1 19 1 2 5 54
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 0 0 1 33
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 23 6 8 9 33
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 1 2 17 0 1 7 43
Catching Bid-rigging Cartels with Graph Attention Neural Networks 0 1 28 28 4 10 20 20
Causal mediation analysis with double machine learning 0 0 2 105 3 7 17 95
Causal mediation analysis with double machine learning 1 2 8 58 11 18 45 199
Causal pitfalls in the decomposition of wage gaps 0 0 1 133 0 3 6 222
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 1 123 4 7 11 139
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 1 17 0 1 3 17
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 0 1 9 30 7 19 39 51
Direct and Indirect Effects Based on Changes-in-Changes 0 0 2 34 1 4 7 56
Direct and Indirect Effects Based on Difference-in-Differences with an Application to Political Preferences Following the Vietnam Draft Lottery 0 0 2 33 0 2 4 152
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 2 7 9 31
Direct and Indirect Effects based on Changes-in-Changes 0 0 2 25 0 2 5 39
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 1 28 1 3 7 88
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 3 81 2 3 13 384
Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery 0 0 1 30 0 4 10 77
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 0 1 72 1 3 9 144
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 0 1 2 83
Direct and indirect effects of training vouchers for the unemployed 0 0 1 47 2 2 5 141
Direct and indirect effects of training vouchers for the unemployed 0 0 2 14 18 23 29 82
Direct and indirect effects under sample selection and outcome attrition 0 0 1 30 2 2 5 39
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 1 10 1 3 5 110
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 0 3 6 11
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 2 3 36 2 9 10 132
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 1 2 4 300
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 1 3 6 287
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 11 23 30 456
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 2 8 9 154
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 51 4 6 11 220
Does Leaving Welfare Improve Health? Evidence for Germany 0 1 1 29 0 2 3 170
Does preschool boost the development of minority children? The case of Roma children 0 0 1 37 1 1 8 118
Double machine learning for sample selection models 0 0 0 39 0 3 4 67
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 0 6 28 2 3 12 26
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 3 3 4 91
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 0 1 2 76
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 1 41 2 3 14 79
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 2 3 5 64
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 0 1 89 0 4 10 193
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 1 2 16 1 3 8 52
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 1 6 1 3 9 26
Gender Differences in Wage Expectations 0 0 0 31 1 5 12 66
Gender Differences in Wage Expectations 0 0 0 32 0 0 4 57
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 1 1 26 1 5 13 63
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 0 2 4 13
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 3 3 5 29
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 1 4 5 360
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 1 3 7 362
How war affects political attitudes: evidence from eastern Ukraine 0 0 1 53 0 1 11 134
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 0 1 2 200
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 1 82 4 5 12 367
Including Covariates in the Regression Discontinuity Design 0 0 0 8 4 8 10 63
Including covariates in the regression discontinuity design 0 0 2 58 2 8 15 112
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 1 37 40 103 1 80 91 240
Interacting Treatments with Endogenous Takeup 0 0 0 12 2 3 6 14
It's never too LATE: A new look at local average treatment effects with or without defiers 0 1 1 86 0 1 6 123
Learning control variables and instruments for causal analysis in observational data 0 0 2 8 3 7 17 33
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 2 30 0 0 5 49
Machine Learning for Detecting Collusion and Capacity Withholding in Wholesale Electricity Markets 1 1 26 26 3 4 23 23
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 0 6 37 103 8 25 121 238
Machine Learning with Screens for Detecting Bid-Rigging Cartels 0 0 4 134 3 8 23 233
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 50 0 0 6 146
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 0 1 52 2 5 16 162
On the plausibility of the latent ignorability assumption 0 0 0 3 0 2 4 18
On the sensitivity of wage gap decompositions 0 0 0 16 0 1 3 49
Quantile Regression in the Presence of Sample Selection 0 0 0 612 1 3 8 1,218
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 1 293 3 4 10 981
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 0 54 6 9 12 168
Relaxing monotonicity in the identification of local average treatment effects 0 0 1 96 3 7 12 308
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 1 111 1 3 8 316
Sharp bounds on causal effects under sample selection 0 0 1 99 0 6 15 291
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 1 33 1 1 5 246
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 4 6 7 135
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 0 48 2 2 6 262
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 1 23 0 1 4 48
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 3 5 9 747
Testing identification in mediation and dynamic treatment models 0 0 2 3 3 6 12 18
Testing instrument validity for LATE identification based on inequality moment constraints 0 0 0 108 24 34 38 499
Testing instrument validity in sample selection models 0 0 0 199 2 5 7 792
Testing the identification of causal effects in observational data 0 1 2 32 1 8 15 42
Testing the validity of the compulsory schooling law instrument 0 0 0 35 0 1 1 114
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of Their Employees 0 0 0 50 1 2 5 91
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees 0 0 0 36 3 5 6 146
The Effects of Gender and Parental Occupation in the Apprenticeship Market: An Experimental Evaluation 0 0 0 32 0 3 6 68
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 18 14 18 24 157
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 2 2 2 115
The Fiscal Response to Revenue Shocks 0 0 0 9 3 3 5 36
The causalweight package for causal inference in R 0 0 10 110 5 9 50 473
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 1 2 5 83
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 1 5 7 99
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 2 2 5 215
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 2 4 7 75
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 0 0 16 3 4 5 44
The effects of electronic monitoring on offenders and their families 0 1 2 40 0 1 5 155
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 1 5 10 138
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 6 8 9 209
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 43 45 48 236
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates 0 0 0 15 1 1 4 20
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 1 8 1 7 9 123
The fiscal response to revenue shocks 0 0 0 2 1 4 7 41
Transnational machine learning with screens for flagging bid-rigging cartels 0 0 0 20 3 4 6 51
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 1 1 3 80
Treatment evaluation in the presence of sample selection 0 1 1 237 1 3 6 574
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 3 7 9 135
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 0 98 28 33 37 262
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 3 3 6 78
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 2 2 4 184
Workplace health promotion and labour market performance of employees 0 0 0 17 1 1 4 48
Workplace health promotion and labour market performance of employees 0 0 0 42 1 3 5 92
Total Working Papers 6 73 292 7,466 370 795 1,638 20,882

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 0 7 2 5 8 51
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 1 1 5 42 3 8 22 118
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 0 3 5 2 7 18 25
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 0 1 6 91
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 1 2 6 59
An introduction to causal discovery 0 0 5 5 2 4 25 26
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 0 10 2 5 12 55
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 1 3 7 17
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 2 0 2 8 17
Causal Pitfalls in the Decomposition of Wage Gaps 0 1 2 24 0 3 5 93
Causal mediation analysis with double machine learning 0 1 7 38 10 22 44 140
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 8 2 3 13 65
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 0 1 4 10 2 12 26 66
Direct and Indirect Effects based on Changes-in-Changes 1 2 3 5 1 6 12 20
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 1 1 4 53
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 0 4 18 2 8 19 76
Direct and indirect effects of training vouchers for the unemployed 0 0 2 29 5 6 13 90
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 0 1 3 46 0 7 13 199
Disentangling policy effects into causal channels 0 0 0 26 1 2 2 110
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 0 11 1 2 4 90
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 2 4 7 15
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 2 2 2 149
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 0 1 2 150
Does preschool boost the development of minority children?: the case of Roma children 1 1 1 11 2 4 6 79
Double Machine Learning for Sample Selection Models 0 3 6 7 4 11 26 30
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 1 6 9 48
Evaluating (weighted) dynamic treatment effects by double machine learning 0 1 4 16 4 13 33 75
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 2 3 7 66
Flagging cartel participants with deep learning based on convolutional neural networks 0 0 3 4 3 8 14 25
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 1 2 2 2 4 12 12
Gender differences in wage expectations 0 0 0 3 2 2 4 19
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 0 0 2 4 6 6
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 1 3 7 3 5 12 28
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 0 0 3 30 1 2 11 127
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 0 3 4 33
Including Covariates in the Regression Discontinuity Design 1 1 6 36 3 6 18 98
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 0 4 5 8 2 7 10 19
Interacting Treatments With Endogenous Takeup 0 1 1 1 5 7 12 12
It is never too LATE: a new look at local average treatment effects with or without defiers 0 0 2 3 0 1 6 9
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 2 2 60 0 3 13 152
Machine learning with screens for detecting bid-rigging cartels 0 1 9 122 6 13 43 418
Nonparametric bootstrap for propensity score matching estimators 0 0 0 2 2 5 7 11
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 1 32 4 10 16 133
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 2 4 8 11
On the Sensitivity of Wage Gap Decompositions 1 1 2 16 1 5 8 75
Perceived Anonymity and Cheating in an Online Experiment 0 0 0 2 4 6 16 27
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 1 85 73 76 82 358
Sensitivity checks for the local average treatment effect 0 0 1 14 0 1 4 60
Sharp Bounds on Causal Effects under Sample Selection 0 0 1 7 2 2 5 56
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 1 4 17 2 6 11 59
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 13 3 6 9 76
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 1 4 8 19
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 0 1 4 79 5 9 18 272
Testing exclusion restrictions and additive separability in sample selection models 2 2 6 49 4 7 21 240
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 2 6 7 119
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 0 4 8 103
Testing the validity of the compulsory schooling law instrument 0 0 0 9 1 2 6 68
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 1 2 3 15 2 7 11 59
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 0 0 6 1 4 7 52
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 23 3 3 9 109
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 0 0 2 4 8 8
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 0 3 6 97
The fiscal response to revenue shocks 1 1 4 9 2 7 13 33
The performance of estimators based on the propensity score 0 0 6 302 0 1 21 913
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 0 0 18 1 1 5 46
Timing matters: the impact of response measures on COVID-19-related hospitalization and death rates in Germany and Switzerland 0 0 0 6 2 3 8 63
Transnational machine learning with screens for flagging bid‐rigging cartels 0 0 1 16 3 7 20 72
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 1 7 1 1 5 34
Treatment Evaluation in the Presence of Sample Selection 0 0 1 20 3 3 9 84
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 1 3 5 10
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 0 54 4 7 12 164
Workplace health promotion and labour market performance of employees 0 0 1 23 0 0 6 113
Total Journal Articles 9 31 124 1,615 215 425 903 6,575

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 0 0 7 585 8 11 54 3,200
Total Software Items 0 0 7 585 8 11 54 3,200

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Statistics updated 2026-01-09