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 3 5 17 82
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 2 4 13 57
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 2 3 12 29
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 65 0 0 9 66
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 40 1 2 31 132
A cautionary tale about control variables in IV estimation 0 0 0 62 1 4 25 168
A cautionary tale about control variables in IV estimation 0 0 1 29 0 2 18 157
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 0 1 19 96
A joint test of unconfoundedness and common trends 0 0 0 15 3 3 21 44
A review of causal mediation analysis for assessing direct and indirect treatment effects 1 3 30 497 4 13 119 1,234
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 0 2 14 152
A wild bootstrap algorithm for propensity score matching estimators 0 0 0 152 3 3 13 246
An Introduction to Causal Discovery 0 0 1 30 2 4 22 49
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 0 1 82 5 6 14 126
An introduction to flexible methods for policy evaluation 0 0 0 26 1 2 9 89
An introduction to flexible methods for policy evaluation 0 0 0 88 3 3 15 192
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 0 2 4 37
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 19 2 2 19 71
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 1 0 1 4 21
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 23 0 0 20 45
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 17 3 5 13 55
Catching Bid-rigging Cartels with Graph Attention Neural Networks 0 1 4 31 5 10 53 66
Causal mediation analysis with double machine learning 0 0 0 105 3 7 19 111
Causal mediation analysis with double machine learning 0 0 3 60 3 10 65 248
Causal pitfalls in the decomposition of wage gaps 0 0 0 133 3 4 20 239
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 1 1 1 124 2 3 15 148
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 0 17 0 2 7 24
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 0 2 8 38 1 5 58 96
Difference-in-differences for mediation analysis using double machine learning 1 1 38 38 3 4 28 28
Direct and Indirect Effects Based on Changes-in-Changes 0 0 0 34 1 2 14 66
Direct and Indirect Effects Based on Difference-in-Differences with an Application to Political Preferences Following the Vietnam Draft Lottery 0 0 0 33 3 5 14 166
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 3 4 15 40
Direct and Indirect Effects based on Changes-in-Changes 0 0 0 25 4 5 16 53
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 0 28 1 1 32 117
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 0 81 1 5 18 400
Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery 0 1 1 31 1 4 9 85
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 1 3 75 1 3 22 164
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 1 1 12 94
Direct and indirect effects of training vouchers for the unemployed 0 0 0 14 3 5 44 103
Direct and indirect effects of training vouchers for the unemployed 0 0 0 47 1 1 16 155
Direct and indirect effects under sample selection and outcome attrition 0 1 2 32 5 8 19 56
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 10 3 3 19 126
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 1 2 13 21
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 36 1 3 17 143
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 2 2 13 298
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 2 4 28 467
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 4 7 14 312
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 51 1 1 16 230
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 1 3 23 171
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 1 29 1 1 9 177
Does preschool boost the development of minority children? The case of Roma children 0 0 0 37 1 3 15 132
Double machine learning for sample selection models 0 0 0 39 1 2 12 78
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 0 0 28 2 3 10 33
Effect of Cigarette Price and Tax Increases on Smoking in Europe: A Difference-in-Differences Study with Double Machine Learning 0 0 36 36 1 1 17 17
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 0 1 11 99
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 2 2 9 84
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 0 41 3 5 27 104
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 1 1 11 72
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 0 0 89 4 6 19 209
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 0 1 16 2 2 13 62
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 0 6 1 2 10 33
Gender Differences in Wage Expectations 0 0 0 32 1 3 8 65
Gender Differences in Wage Expectations 0 0 1 32 0 0 15 77
Harnessing Genetic Variants for Local Average Treatment Effect Estimation 0 0 3 3 2 2 6 6
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 1 2 18 33
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 2 27 1 4 20 79
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 1 1 16 28
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 3 4 19 45
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 0 0 14 370
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 6 7 25 385
How war affects political attitudes: evidence from eastern Ukraine 0 0 0 53 2 2 8 141
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 1 1 10 209
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 0 82 1 3 18 381
Including Covariates in the Regression Discontinuity Design 0 0 0 8 0 2 23 79
Including covariates in the regression discontinuity design 0 0 0 58 2 4 28 134
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 0 0 19 121 1 1 69 287
Interacting Treatments with Endogenous Takeup 0 0 0 12 1 3 15 26
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 0 86 2 2 13 136
Learning and Testing Exposure Mappings of Interference using Graph Convolutional Autoencoder 0 0 9 9 2 4 10 10
Learning control variables and instruments for causal analysis in observational data 0 0 0 8 1 2 16 45
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 0 30 1 4 15 64
Machine Learning for Detecting Collusion and Capacity Withholding in Wholesale Electricity Markets 1 1 9 34 5 7 41 60
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 1 1 12 112 4 9 66 289
Machine Learning with Screens for Detecting Bid-Rigging Cartels 0 1 3 137 3 11 44 270
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 50 2 3 13 159
On the development of students’ attitudes towards corruption and cheating in Russian universities 1 1 2 54 4 6 29 187
On the plausibility of the latent ignorability assumption 0 0 0 3 1 1 9 26
On the sensitivity of wage gap decompositions 0 0 0 16 0 1 9 57
Quantile Regression in the Presence of Sample Selection 0 0 0 612 1 7 18 1,234
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 0 293 1 5 21 999
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 1 55 0 1 26 187
Relaxing monotonicity in the identification of local average treatment effects 0 0 0 96 4 5 30 334
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 0 111 1 2 11 325
Sharp bounds on causal effects under sample selection 0 0 1 100 1 1 28 316
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 33 1 3 24 269
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 1 2 15 146
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 1 49 4 5 30 290
Testing Effect Homogeneity and Confounding in High-Dimensional Experimental and Observational Studies 0 0 9 9 5 6 14 14
Testing Full Mediation of Treatment Effects and the Identifiability of Causal Mechanisms 0 0 24 24 1 1 9 9
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 0 23 2 3 10 57
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 2 3 18 760
Testing identification in mediation and dynamic treatment models 0 1 2 5 1 2 14 29
Testing instrument validity for LATE identification based on inequality moment constraints 0 0 1 109 6 9 70 537
Testing instrument validity in sample selection models 0 0 1 200 2 4 23 811
Testing the identification of causal effects in observational data 0 0 0 32 1 2 20 57
Testing the validity of the compulsory schooling law instrument 0 0 0 35 2 2 13 126
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of Their Employees 0 0 0 50 0 1 10 100
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees 0 0 0 36 2 2 13 154
The Effects of Gender and Parental Occupation in the Apprenticeship Market: An Experimental Evaluation 0 0 0 32 1 2 5 72
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 0 18 1 2 46 185
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 2 3 17 130
The Fiscal Response to Revenue Shocks 0 0 0 9 0 0 14 47
The causalweight package for causal inference in R 0 0 9 119 5 7 35 502
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 4 4 26 107
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 2 2 24 237
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 2 3 14 108
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 2 2 14 85
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 0 1 17 1 2 10 51
The effects of electronic monitoring on offenders and their families 0 0 0 40 4 4 20 175
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 1 3 14 149
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 0 0 59 250
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 3 4 23 224
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates 0 0 0 15 3 5 15 34
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 0 8 2 4 16 135
The fiscal response to revenue shocks 0 0 1 3 0 3 11 49
Transnational machine learning with screens for flagging bid-rigging cartels 0 1 4 24 0 6 19 66
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 1 2 10 89
Treatment evaluation in the presence of sample selection 0 0 0 237 0 2 20 593
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 3 3 11 142
When Do Treatment Changes Identify Causal Effects? 0 0 29 29 2 6 13 13
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 0 98 1 4 61 293
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 1 4 13 88
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 0 1 12 194
Workplace health promotion and labour market performance of employees 0 0 0 17 2 3 18 65
Workplace health promotion and labour market performance of employees 0 0 1 43 2 4 21 111
Total Working Papers 6 17 280 7,724 245 450 2,788 23,071

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 1 1 12 60
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 2 4 45 4 11 35 149
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 0 2 7 0 4 22 41
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 2 3 9 99
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 2 3 9 67
An introduction to causal discovery 0 0 1 6 0 1 14 37
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 0 10 1 2 12 64
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 3 3 10 25
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 3 0 0 15 31
Causal Pitfalls in the Decomposition of Wage Gaps 0 0 0 24 2 2 16 107
Causal mediation analysis with double machine learning 0 1 5 43 3 10 57 184
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 1 1 1 9 2 7 21 83
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 0 0 7 17 3 9 38 101
Direct and Indirect Effects based on Changes-in-Changes 0 0 2 6 1 2 12 30
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 3 4 10 62
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 1 5 23 0 5 34 104
Direct and indirect effects of training vouchers for the unemployed 0 2 2 31 0 4 23 107
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 1 1 6 52 3 8 35 231
Disentangling policy effects into causal channels 0 0 0 26 0 0 18 127
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 0 11 1 4 13 101
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 2 4 15 26
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 0 1 8 155
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 0 1 9 159
Does preschool boost the development of minority children?: the case of Roma children 0 0 1 11 0 2 20 95
Double Machine Learning for Sample Selection Models 0 0 2 8 1 5 47 70
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 1 2 18 62
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 2 18 3 4 40 105
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 3 4 13 76
Flagging cartel participants with deep learning based on convolutional neural networks 0 1 1 5 0 3 21 40
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 2 3 3 4 20 28
Gender differences in wage expectations 0 0 0 3 0 0 8 25
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 1 2 2 2 5 6 19 22
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 1 7 4 5 23 47
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 0 1 4 34 4 6 21 147
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 2 2 10 41
Including Covariates in the Regression Discontinuity Design 0 0 1 36 3 7 30 123
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 0 1 4 11 1 3 17 32
Interacting Treatments With Endogenous Takeup 0 0 0 1 2 2 15 22
It is never too LATE: a new look at local average treatment effects with or without defiers 0 0 1 4 2 4 24 33
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 60 3 5 30 180
Machine learning with screens for detecting bid-rigging cartels 1 1 8 129 11 23 69 476
Nonparametric bootstrap for propensity score matching estimators 0 0 0 2 0 0 14 21
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 32 1 1 18 142
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 2 2 13 20
On the Sensitivity of Wage Gap Decompositions 0 0 1 16 1 1 15 87
Perceived Anonymity and Cheating in an Online Experiment 0 0 1 3 0 0 17 38
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 0 85 3 3 108 392
Sensitivity checks for the local average treatment effect 1 1 1 15 5 5 14 73
Sharp Bounds on Causal Effects under Sample Selection 0 0 0 7 0 18 29 83
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 0 0 17 1 1 11 66
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 0 0 12 29
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 13 1 1 16 88
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 0 0 2 80 3 8 28 293
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 1 1 1 3 5 5
Testing exclusion restrictions and additive separability in sample selection models 0 0 2 49 1 5 20 255
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 2 4 21 137
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 2 9 40 140
Testing the validity of the compulsory schooling law instrument 0 0 1 10 1 2 9 75
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 0 0 2 16 0 1 14 67
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 1 1 7 1 3 18 66
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 24 1 1 15 121
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 1 1 0 2 18 22
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 2 2 23 117
The fiscal response to revenue shocks 0 0 1 9 1 2 16 45
The performance of estimators based on the propensity score 2 3 6 308 5 9 24 936
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 1 1 19 3 5 13 58
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 13 73
Transnational machine learning with screens for flagging bid‐rigging cartels 0 1 2 18 3 7 27 93
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 0 7 1 2 6 39
Treatment Evaluation in the Presence of Sample Selection 0 0 0 20 1 2 16 97
When does gender occupational segregation start? An experimental evaluation of the effects of gender and parental occupation in the apprenticeship labor market 0 1 1 2 0 1 12 19
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 0 54 1 2 27 185
Workplace health promotion and labour market performance of employees 0 0 0 23 3 3 12 125
Total Journal Articles 7 22 92 1,691 129 284 1,536 7,781

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 1 586 1 2 40 3,232
Total Software Items 0 0 1 586 1 2 40 3,232

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