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 1 3 9 53
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 0 4 10 26
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 65 2 2 13 65
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 40 3 8 30 128
A cautionary tale about control variables in IV estimation 0 1 1 29 1 4 15 152
A cautionary tale about control variables in IV estimation 0 0 0 62 1 10 21 163
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 0 3 18 94
A joint test of unconfoundedness and common trends 0 0 4 15 0 4 27 41
A review of causal mediation analysis for assessing direct and indirect treatment effects 0 3 46 492 2 21 174 1,216
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 1 5 14 150
A wild bootstrap algorithm for propensity score matching estimators 0 0 1 152 0 3 10 242
An Introduction to Causal Discovery 0 0 1 30 0 6 21 45
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 1 1 82 0 2 10 119
An introduction to flexible methods for policy evaluation 0 0 1 88 0 3 18 189
An introduction to flexible methods for policy evaluation 0 0 1 26 0 2 11 85
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 1 1 2 35
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 1 19 1 5 18 69
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 1 6 20 45
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 17 0 2 9 48
Catching Bid-rigging Cartels with Graph Attention Neural Networks 0 0 28 28 2 24 52 52
Causal mediation analysis with double machine learning 0 0 6 59 2 13 65 233
Causal mediation analysis with double machine learning 0 0 1 105 0 3 19 101
Causal pitfalls in the decomposition of wage gaps 0 0 1 133 0 2 16 234
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 123 0 4 14 145
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 1 17 1 2 7 22
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 1 3 11 36 10 21 63 85
Difference-in-differences for mediation analysis using double machine learning 1 37 37 37 4 22 22 22
Direct and Indirect Effects Based on Changes-in-Changes 0 0 0 34 1 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 1 33 2 5 11 160
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 1 3 12 35
Direct and Indirect Effects based on Changes-in-Changes 0 0 1 25 0 4 11 46
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 1 28 1 6 32 115
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 2 81 0 3 18 395
Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery 0 0 0 30 0 1 7 79
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 2 3 74 2 10 22 160
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 0 5 10 92
Direct and indirect effects of training vouchers for the unemployed 0 0 1 14 1 3 41 97
Direct and indirect effects of training vouchers for the unemployed 0 0 0 47 1 4 16 154
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 4 15 122
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 0 5 12 19
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 36 2 5 17 140
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 0 2 14 296
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 0 2 34 462
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 0 0 6 304
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 0 35 0 4 22 168
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 1 29 0 2 8 175
Does preschool boost the development of minority children? The case of Roma children 0 0 0 37 0 5 14 126
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 4 28 0 2 12 30
Effect of Cigarette Price and Tax Increases on Smoking in Europe: A Difference-in-Differences Study with Double Machine Learning 9 36 36 36 2 15 15 15
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 0 2 9 97
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 0 2 7 82
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 0 41 1 13 23 99
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 0 4 10 71
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 0 0 89 1 2 15 202
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 0 1 16 1 5 14 60
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 0 6 0 2 10 31
Gender Differences in Wage Expectations 0 0 1 32 0 3 16 75
Gender Differences in Wage Expectations 0 0 0 32 0 3 6 62
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 1 10 16 31
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 1 26 3 5 21 74
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 8 11 16 26
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 0 5 15 40
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 1 2 14 370
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 1 4 18 376
How war affects political attitudes: evidence from eastern Ukraine 0 0 1 53 0 0 11 139
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 1 2 9 208
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 0 82 1 9 17 378
Including Covariates in the Regression Discontinuity Design 0 0 0 8 0 3 22 77
Including covariates in the regression discontinuity design 0 0 0 58 0 4 29 130
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 0 18 56 121 0 33 125 283
Interacting Treatments with Endogenous Takeup 0 0 0 12 1 3 11 22
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 1 86 1 1 11 132
Learning and Testing Exposure Mappings of Interference using Graph Convolutional Autoencoder 0 0 9 9 1 3 5 5
Learning control variables and instruments for causal analysis in observational data 0 0 1 8 1 4 16 41
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 30 0 4 13 60
Machine Learning for Detecting Collusion and Capacity Withholding in Wholesale Electricity Markets 2 2 33 33 3 10 48 48
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 1 4 24 110 2 22 89 271
Machine Learning with Screens for Detecting Bid-Rigging Cartels 1 1 6 136 1 9 37 252
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 50 1 6 12 155
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 1 1 53 1 5 28 180
On the plausibility of the latent ignorability assumption 0 0 0 3 0 2 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 4 15 1,227
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 0 293 1 5 17 991
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 0 54 2 4 27 185
Relaxing monotonicity in the identification of local average treatment effects 0 0 1 96 2 9 29 329
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 1 111 0 4 12 322
Sharp bounds on causal effects under sample selection 0 1 1 100 3 11 35 314
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 33 2 6 22 266
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 1 5 16 144
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 1 1 1 49 4 9 25 284
Testing Effect Homogeneity and Confounding in High-Dimensional Experimental and Observational Studies 0 9 9 9 0 8 8 8
Testing Full Mediation of Treatment Effects and the Identifiability of Causal Mechanisms 0 24 24 24 0 8 8 8
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 0 23 1 5 7 53
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 2 5 19 757
Testing identification in mediation and dynamic treatment models 0 0 1 3 1 3 17 25
Testing instrument validity for LATE identification based on inequality moment constraints 0 0 1 109 1 4 61 526
Testing instrument validity in sample selection models 0 0 0 199 0 5 21 806
Testing the identification of causal effects in observational data 0 0 1 32 1 4 22 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 1 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 1 18 0 4 47 183
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 0 2 12 45
The causalweight package for causal inference in R 0 3 10 116 1 9 40 492
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 0 3 10 104
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 0 7 21 102
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 1 4 21 233
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 0 3 12 83
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 1 1 17 1 3 8 48
The effects of electronic monitoring on offenders and their families 0 0 2 40 4 9 19 169
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 0 1 16 146
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 0 5 59 249
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 0 8 19 219
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates 0 0 0 15 1 5 12 29
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 0 8 0 2 15 130
The fiscal response to revenue shocks 0 1 1 3 0 1 9 46
Transnational machine learning with screens for flagging bid-rigging cartels 0 2 2 22 0 3 11 57
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 1 3 7 86
Treatment evaluation in the presence of sample selection 0 0 1 237 0 8 21 590
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 0 2 11 139
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 0 98 0 3 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 0 6 12 192
Workplace health promotion and labour market performance of employees 0 0 0 17 2 5 15 61
Workplace health promotion and labour market performance of employees 0 1 1 43 1 5 15 103
Total Working Papers 16 152 392 7,661 112 693 2,731 22,465

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 0 0 3 42 4 9 29 133
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 0 3 6 2 4 21 34
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 3 22 35
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 0 10 1 3 17 62
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 0 2 10 21
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 2 1 6 17 29
Causal Pitfalls in the Decomposition of Wage Gaps 0 0 1 24 0 1 15 105
Causal mediation analysis with double machine learning 1 4 8 42 1 13 61 166
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 8 1 4 17 75
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 0 1 6 13 1 8 41 83
Direct and Indirect Effects based on Changes-in-Changes 0 1 3 6 0 3 16 27
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 0 1 7 57
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 2 4 20 2 15 35 97
Direct and indirect effects of training vouchers for the unemployed 0 0 2 29 0 4 22 102
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 0 2 6 49 3 16 30 218
Disentangling policy effects into causal channels 0 0 0 26 2 4 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 0 3 11 21
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 1 5 18 93
Double Machine Learning for Sample Selection Models 1 1 6 8 1 21 52 59
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 1 3 17 58
Evaluating (weighted) dynamic treatment effects by double machine learning 1 2 4 18 3 14 48 98
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 1 2 11 72
Flagging cartel participants with deep learning based on convolutional neural networks 0 0 2 4 2 5 21 34
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 1 3 3 1 6 18 21
Gender differences in wage expectations 0 0 0 3 0 1 7 23
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 0 0 0 2 14 14
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 2 7 0 4 20 39
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 0 2 3 33 1 9 19 141
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 0 2 9 39
Including Covariates in the Regression Discontinuity Design 0 0 2 36 3 7 26 114
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 0 2 6 10 0 7 16 28
Interacting Treatments With Endogenous Takeup 0 0 1 1 2 5 20 20
It is never too LATE: a new look at local average treatment effects with or without defiers 0 0 0 3 1 7 18 26
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 2 60 1 10 25 171
Machine learning with screens for detecting bid-rigging cartels 0 2 10 125 1 18 55 446
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 3 20 141
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 2 4 13 18
On the Sensitivity of Wage Gap Decompositions 0 0 1 16 1 4 14 82
Perceived Anonymity and Cheating in an Online Experiment 0 0 1 3 1 3 23 37
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 1 85 1 4 108 389
Sensitivity checks for the local average treatment effect 0 0 1 14 0 4 10 68
Sharp Bounds on Causal Effects under Sample Selection 0 0 1 7 0 3 14 65
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 0 1 17 0 3 11 64
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 13 0 5 16 85
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 0 5 14 26
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 0 1 2 80 1 3 20 280
Testing exclusion restrictions and additive separability in sample selection models 0 0 2 49 1 3 19 248
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 1 9 21 133
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 0 3 29 124
Testing the validity of the compulsory schooling law instrument 0 1 1 10 0 3 8 72
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 0 1 3 16 0 2 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 1 5 17 120
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 1 1 1 1 1 3 16 18
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 2 5 23 115
The fiscal response to revenue shocks 0 0 1 9 1 8 17 43
The performance of estimators based on the propensity score 1 2 4 304 2 8 20 925
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 0 0 18 0 0 4 47
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 11 69
Transnational machine learning with screens for flagging bid‐rigging cartels 1 1 1 17 3 8 31 85
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 1 7 0 0 5 36
Treatment Evaluation in the Presence of Sample Selection 0 0 0 20 0 4 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 3 5 12 18
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 0 54 0 4 29 182
Workplace health promotion and labour market performance of employees 0 0 0 23 1 4 10 121
Total Journal Articles 6 28 108 1,652 59 366 1,448 7,364

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 3 13 53 3,226
Total Software Items 0 0 4 586 3 13 53 3,226

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