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 1 14 0 0 14 76
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 0 3 9 53
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 0 3 10 26
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 40 1 7 31 129
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 65 1 3 14 66
A cautionary tale about control variables in IV estimation 0 1 1 29 1 5 16 153
A cautionary tale about control variables in IV estimation 0 0 0 62 1 8 22 164
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 0 3 17 94
A joint test of unconfoundedness and common trends 0 0 2 15 0 3 23 41
A review of causal mediation analysis for assessing direct and indirect treatment effects 2 5 41 494 3 12 155 1,219
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 0 5 14 150
A wild bootstrap algorithm for propensity score matching estimators 0 0 1 152 1 3 11 243
An Introduction to Causal Discovery 0 0 1 30 0 4 21 45
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 1 1 82 1 3 10 120
An introduction to flexible methods for policy evaluation 0 0 1 88 0 2 17 189
An introduction to flexible methods for policy evaluation 0 0 1 26 2 3 13 87
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 1 19 0 4 18 69
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 0 1 2 35
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 1 0 3 3 20
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 23 0 5 20 45
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 17 1 3 10 49
Catching Bid-rigging Cartels with Graph Attention Neural Networks 1 1 29 29 3 17 55 55
Causal mediation analysis with double machine learning 0 0 1 105 3 4 21 104
Causal mediation analysis with double machine learning 0 0 6 59 2 11 62 235
Causal pitfalls in the decomposition of wage gaps 0 0 0 133 1 2 16 235
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 123 0 3 14 145
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 0 17 0 1 6 22
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 0 3 11 36 5 21 66 90
Difference-in-differences for mediation analysis using double machine learning 0 27 37 37 1 15 23 23
Direct and Indirect Effects Based on Changes-in-Changes 0 0 0 34 0 2 12 64
Direct and Indirect Effects Based on Difference-in-Differences with an Application to Political Preferences Following the Vietnam Draft Lottery 0 0 0 33 0 3 10 160
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 1 2 13 36
Direct and Indirect Effects based on Changes-in-Changes 0 0 1 25 2 5 13 48
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 1 28 1 7 32 116
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 1 81 0 2 16 395
Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery 0 0 0 30 1 1 8 80
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 0 3 74 0 8 21 160
Direct and indirect effects of training vouchers for the unemployed 0 0 0 47 0 1 16 154
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 1 5 11 93
Direct and indirect effects of training vouchers for the unemployed 0 0 1 14 1 4 42 98
Direct and indirect effects under sample selection and outcome attrition 0 0 1 31 0 0 10 47
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 10 1 5 16 123
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 0 2 12 19
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 36 0 4 17 140
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 0 1 13 296
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 1 1 7 305
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 1 3 35 463
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 51 0 2 16 228
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 1 29 1 2 9 176
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 0 3 22 168
Does preschool boost the development of minority children? The case of Roma children 0 0 0 37 0 5 13 126
Double machine learning for sample selection models 0 0 0 39 0 3 11 75
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 0 3 28 0 1 11 30
Effect of Cigarette Price and Tax Increases on Smoking in Europe: A Difference-in-Differences Study with Double Machine Learning 0 36 36 36 0 15 15 15
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 0 1 9 97
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 0 1 7 82
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 0 41 0 6 23 99
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 0 3 10 71
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 0 0 89 0 2 15 202
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 0 1 16 0 5 14 60
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 0 6 0 2 9 31
Gender Differences in Wage Expectations 0 0 0 32 0 2 6 62
Gender Differences in Wage Expectations 0 0 1 32 2 5 17 77
Harnessing Genetic Variants for Local Average Treatment Effect Estimation 0 3 3 3 1 3 3 3
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 0 8 16 31
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 1 1 2 27 1 6 20 75
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 0 2 14 40
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 1 12 16 27
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 0 1 14 370
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 1 4 19 377
How war affects political attitudes: evidence from eastern Ukraine 0 0 0 53 0 0 8 139
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 0 2 9 208
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 0 82 0 4 17 378
Including Covariates in the Regression Discontinuity Design 0 0 0 8 0 2 22 77
Including covariates in the regression discontinuity design 0 0 0 58 0 3 29 130
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 0 16 56 121 2 29 127 285
Interacting Treatments with Endogenous Takeup 0 0 0 12 0 1 11 22
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 1 86 2 3 12 134
Learning and Testing Exposure Mappings of Interference using Graph Convolutional Autoencoder 0 0 9 9 1 4 6 6
Learning control variables and instruments for causal analysis in observational data 0 0 1 8 0 4 16 41
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 30 0 2 13 60
Machine Learning for Detecting Collusion and Capacity Withholding in Wholesale Electricity Markets 0 2 33 33 3 8 51 51
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 1 3 23 111 8 22 89 279
Machine Learning with Screens for Detecting Bid-Rigging Cartels 0 1 6 136 7 15 43 259
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 50 1 4 12 156
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 0 1 53 1 5 28 181
On the plausibility of the latent ignorability assumption 0 0 0 3 0 1 10 25
On the sensitivity of wage gap decompositions 0 0 0 16 0 2 8 56
Quantile Regression in the Presence of Sample Selection 0 0 0 612 0 3 12 1,227
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 0 293 2 5 17 993
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 0 54 0 4 26 185
Relaxing monotonicity in the identification of local average treatment effects 0 0 0 96 0 6 28 329
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 0 111 0 2 10 322
Sharp bounds on causal effects under sample selection 0 1 1 100 0 8 35 314
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 33 0 4 22 266
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 0 2 16 144
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 1 1 49 1 10 25 285
Testing Effect Homogeneity and Confounding in High-Dimensional Experimental and Observational Studies 0 0 9 9 0 3 8 8
Testing Full Mediation of Treatment Effects and the Identifiability of Causal Mechanisms 0 24 24 24 0 6 8 8
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 0 23 0 5 7 53
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 0 3 18 757
Testing identification in mediation and dynamic treatment models 0 0 1 3 1 4 18 26
Testing instrument validity for LATE identification based on inequality moment constraints 0 0 1 109 1 5 62 527
Testing instrument validity in sample selection models 1 1 1 200 1 4 22 807
Testing the identification of causal effects in observational data 0 0 1 32 0 3 21 53
Testing the validity of the compulsory schooling law instrument 0 0 0 35 0 0 11 124
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of Their Employees 0 0 0 50 0 3 10 99
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees 0 0 0 36 0 2 11 152
The Effects of Gender and Parental Occupation in the Apprenticeship Market: An Experimental Evaluation 0 0 0 32 0 0 5 69
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 0 18 0 1 46 183
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 0 6 14 127
The Fiscal Response to Revenue Shocks 0 0 0 9 2 3 14 47
The causalweight package for causal inference in R 3 4 10 119 3 6 38 495
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 1 3 11 105
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 0 3 12 83
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 2 6 23 235
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 1 4 22 103
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 0 1 17 1 3 9 49
The effects of electronic monitoring on offenders and their families 0 0 2 40 2 9 21 171
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 0 0 16 146
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 1 9 20 220
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 1 6 60 250
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates 0 0 0 15 0 4 12 29
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 0 8 1 2 16 131
The fiscal response to revenue shocks 0 1 1 3 0 1 9 46
Transnational machine learning with screens for flagging bid-rigging cartels 1 1 3 23 3 4 13 60
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 1 3 8 87
Treatment evaluation in the presence of sample selection 0 0 1 237 1 7 22 591
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 0 0 11 139
When Do Treatment Changes Identify Causal Effects? 28 28 28 28 7 7 7 7
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 0 98 0 2 62 289
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 0 2 11 84
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 1 6 13 193
Workplace health promotion and labour market performance of employees 0 1 1 43 3 8 18 106
Workplace health promotion and labour market performance of employees 0 0 0 17 1 4 16 62
Total Working Papers 38 162 410 7,702 107 609 2,753 22,574

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 8 0 2 15 59
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 1 1 3 43 2 10 28 135
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 1 1 3 7 3 5 22 37
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 0 1 7 96
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 0 3 7 63
An introduction to causal discovery 0 0 4 6 0 2 19 35
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 0 10 0 2 15 62
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 0 1 9 21
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 2 1 7 18 30
Causal Pitfalls in the Decomposition of Wage Gaps 0 0 1 24 0 1 15 105
Causal mediation analysis with double machine learning 0 3 8 42 4 10 62 170
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 8 0 4 16 75
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 3 4 9 16 6 12 47 89
Direct and Indirect Effects based on Changes-in-Changes 0 1 3 6 0 1 16 27
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 1 2 8 58
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 0 4 20 0 10 35 97
Direct and indirect effects of training vouchers for the unemployed 0 0 2 29 0 2 22 102
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 1 2 7 50 2 15 32 220
Disentangling policy effects into causal channels 0 0 0 26 0 3 17 125
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 0 11 0 4 8 96
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 1 4 12 22
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 0 2 6 153
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 0 3 9 158
Does preschool boost the development of minority children?: the case of Roma children 0 0 1 11 0 3 18 93
Double Machine Learning for Sample Selection Models 0 1 6 8 4 8 54 63
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 1 4 18 59
Evaluating (weighted) dynamic treatment effects by double machine learning 0 1 4 18 0 8 47 98
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 0 1 10 72
Flagging cartel participants with deep learning based on convolutional neural networks 0 0 1 4 2 5 21 36
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 2 3 0 4 17 21
Gender differences in wage expectations 0 0 0 3 1 1 8 24
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 0 0 1 2 14 15
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 2 7 3 6 22 42
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 0 0 3 33 0 4 19 141
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 0 1 9 39
Including Covariates in the Regression Discontinuity Design 0 0 2 36 2 9 28 116
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 0 1 6 10 0 6 16 28
Interacting Treatments With Endogenous Takeup 0 0 1 1 0 4 20 20
It is never too LATE: a new look at local average treatment effects with or without defiers 1 1 1 4 1 6 19 27
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 2 60 3 9 28 174
Machine learning with screens for detecting bid-rigging cartels 1 2 10 126 3 9 56 449
Nonparametric bootstrap for propensity score matching estimators 0 0 0 2 0 3 14 20
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 32 0 1 20 141
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 0 4 11 18
On the Sensitivity of Wage Gap Decompositions 0 0 1 16 1 5 15 83
Perceived Anonymity and Cheating in an Online Experiment 0 0 1 3 1 2 24 38
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 1 85 0 1 108 389
Sensitivity checks for the local average treatment effect 0 0 1 14 0 3 10 68
Sharp Bounds on Causal Effects under Sample Selection 0 0 1 7 0 1 13 65
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 0 1 17 0 2 11 64
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 2 6 16 28
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 13 0 5 16 85
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 0 1 2 80 1 4 21 281
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 1 1 1 1 1 1 1 1
Testing exclusion restrictions and additive separability in sample selection models 0 0 2 49 2 4 21 250
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 0 7 21 133
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 3 4 30 127
Testing the validity of the compulsory schooling law instrument 0 1 1 10 1 4 9 73
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 0 0 3 16 0 1 14 66
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 0 0 6 0 5 15 62
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 1 2 24 0 3 17 120
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 1 1 1 0 3 15 18
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 0 2 23 115
The fiscal response to revenue shocks 0 0 1 9 0 6 17 43
The performance of estimators based on the propensity score 1 2 5 305 2 6 22 927
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 0 0 18 3 3 6 50
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 10 69
Transnational machine learning with screens for flagging bid‐rigging cartels 0 1 1 17 1 5 27 86
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 1 7 1 1 6 37
Treatment Evaluation in the Presence of Sample Selection 0 0 0 20 0 3 16 94
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 3 12 18
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 0 54 0 2 29 182
Workplace health promotion and labour market performance of employees 0 0 0 23 0 3 10 121
Total Journal Articles 10 26 113 1,662 60 300 1,469 7,424

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 4 586 1 10 50 3,227
Total Software Items 0 0 4 586 1 10 50 3,227

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