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 1 2 16 78
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 2 2 11 55
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 0 0 10 26
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 40 0 2 29 130
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 65 0 1 13 66
A cautionary tale about control variables in IV estimation 0 0 1 29 1 4 18 156
A cautionary tale about control variables in IV estimation 0 0 0 62 2 3 24 166
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 1 2 19 96
A joint test of unconfoundedness and common trends 0 0 2 15 0 0 22 41
A review of causal mediation analysis for assessing direct and indirect treatment effects 2 4 34 496 7 12 133 1,228
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 0 0 13 150
A wild bootstrap algorithm for propensity score matching estimators 0 0 1 152 0 1 11 243
An Introduction to Causal Discovery 0 0 1 30 2 2 22 47
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 0 1 82 0 1 9 120
An introduction to flexible methods for policy evaluation 0 0 1 88 0 0 16 189
An introduction to flexible methods for policy evaluation 0 0 1 26 1 3 9 88
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 2 2 4 37
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 1 19 0 0 18 69
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 23 0 0 20 45
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 1 1 1 4 21
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 17 2 4 11 52
Catching Bid-rigging Cartels with Graph Attention Neural Networks 0 2 29 30 2 6 55 58
Causal mediation analysis with double machine learning 0 0 1 105 4 7 24 108
Causal mediation analysis with double machine learning 0 1 6 60 4 9 64 242
Causal pitfalls in the decomposition of wage gaps 0 0 0 133 1 2 17 236
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 123 1 1 14 146
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 0 17 1 1 7 23
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 2 2 10 38 3 9 63 94
Difference-in-differences for mediation analysis using double machine learning 0 0 37 37 1 3 25 25
Direct and Indirect Effects Based on Changes-in-Changes 0 0 0 34 0 0 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 2 3 13 163
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 1 2 13 37
Direct and Indirect Effects based on Changes-in-Changes 0 0 1 25 1 3 13 49
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 0 28 0 1 31 116
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 0 81 1 1 15 396
Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery 1 1 1 31 1 3 9 82
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 1 1 3 75 1 2 21 162
Direct and indirect effects of training vouchers for the unemployed 0 0 0 47 0 0 15 154
Direct and indirect effects of training vouchers for the unemployed 0 0 0 14 1 2 41 99
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 0 1 11 93
Direct and indirect effects under sample selection and outcome attrition 0 0 1 31 1 2 12 49
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 0 0 11 19
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 10 0 1 16 123
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 36 1 1 18 141
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 3 4 10 308
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 1 2 36 464
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 0 0 12 296
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 1 29 0 1 8 176
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 2 2 24 170
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 51 0 1 17 229
Does preschool boost the development of minority children? The case of Roma children 0 0 0 37 0 3 12 129
Double machine learning for sample selection models 0 0 0 39 1 2 13 77
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 0 2 28 0 0 10 30
Effect of Cigarette Price and Tax Increases on Smoking in Europe: A Difference-in-Differences Study with Double Machine Learning 0 0 36 36 0 1 16 16
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 1 2 11 99
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 0 0 7 82
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 0 41 1 1 24 100
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 0 0 10 71
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 0 0 89 1 2 16 204
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 0 1 16 0 0 11 60
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 0 6 1 1 10 32
Gender Differences in Wage Expectations 0 0 1 32 0 2 17 77
Gender Differences in Wage Expectations 0 0 0 32 1 1 6 63
Harnessing Genetic Variants for Local Average Treatment Effect Estimation 0 0 3 3 0 2 4 4
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 1 1 17 32
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 1 2 27 1 2 19 76
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 0 1 16 27
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 0 1 15 41
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 1 3 21 379
How war affects political attitudes: evidence from eastern Ukraine 0 0 0 53 0 0 7 139
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 0 0 9 208
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 0 82 2 2 18 380
Including Covariates in the Regression Discontinuity Design 0 0 0 8 2 2 24 79
Including covariates in the regression discontinuity design 0 0 0 58 2 2 30 132
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 0 0 56 121 0 3 127 286
Interacting Treatments with Endogenous Takeup 0 0 0 12 2 3 14 25
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 1 86 0 2 12 134
Learning and Testing Exposure Mappings of Interference using Graph Convolutional Autoencoder 0 0 9 9 2 3 8 8
Learning control variables and instruments for causal analysis in observational data 0 0 1 8 1 3 19 44
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 0 30 0 0 11 60
Machine Learning for Detecting Collusion and Capacity Withholding in Wholesale Electricity Markets 0 0 32 33 2 7 53 55
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 0 1 16 111 3 12 77 283
Machine Learning with Screens for Detecting Bid-Rigging Cartels 1 1 3 137 3 10 38 262
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 50 1 2 12 157
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 0 1 53 1 2 26 182
On the plausibility of the latent ignorability assumption 0 0 0 3 0 0 10 25
On the sensitivity of wage gap decompositions 0 0 0 16 1 1 9 57
Quantile Regression in the Presence of Sample Selection 0 0 0 612 4 4 16 1,231
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 0 293 3 6 21 997
Regional Differences in Perceived Corruption among Ukrainian Firms 0 1 1 55 1 2 28 187
Relaxing monotonicity in the identification of local average treatment effects 0 0 0 96 1 1 29 330
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 0 111 0 1 10 323
Sharp bounds on causal effects under sample selection 0 0 1 100 0 1 30 315
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 33 2 2 24 268
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 1 1 16 145
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 1 49 1 2 26 286
Testing Effect Homogeneity and Confounding in High-Dimensional Experimental and Observational Studies 0 0 9 9 1 1 9 9
Testing Full Mediation of Treatment Effects and the Identifiability of Causal Mechanisms 0 0 24 24 0 0 8 8
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 0 23 1 2 8 55
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 1 1 16 758
Testing identification in mediation and dynamic treatment models 1 2 2 5 1 3 16 28
Testing instrument validity for LATE identification based on inequality moment constraints 0 0 1 109 1 3 64 529
Testing instrument validity in sample selection models 0 1 1 200 1 2 22 808
Testing the identification of causal effects in observational data 0 0 1 32 1 3 23 56
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 1 11 100
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees 0 0 0 36 0 0 11 152
The Effects of Gender and Parental Occupation in the Apprenticeship Market: An Experimental Evaluation 0 0 0 32 0 1 5 70
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 0 18 1 1 46 184
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 1 1 15 128
The Fiscal Response to Revenue Shocks 0 0 0 9 0 2 14 47
The causalweight package for causal inference in R 0 3 10 119 0 3 34 495
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 0 0 12 83
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 1 2 12 106
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 0 1 22 103
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 0 2 23 235
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 0 1 17 0 1 9 49
The effects of electronic monitoring on offenders and their families 0 0 1 40 0 2 17 171
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 2 2 16 148
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 0 1 59 250
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 1 2 21 221
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 11 30
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 0 8 1 2 16 132
The fiscal response to revenue shocks 0 0 1 3 3 3 12 49
Transnational machine learning with screens for flagging bid-rigging cartels 0 1 3 23 2 5 15 62
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 1 2 9 88
Treatment evaluation in the presence of sample selection 0 0 1 237 1 2 21 592
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? 0 29 29 29 1 8 8 8
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 0 98 3 3 64 292
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 2 2 11 86
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 0 1 11 193
Workplace health promotion and labour market performance of employees 0 0 1 43 0 4 18 107
Workplace health promotion and labour market performance of employees 0 0 0 17 0 1 15 62
Total Working Papers 8 51 389 7,715 128 282 2,758 22,749

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 0 13 59
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 1 2 43 2 7 30 140
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 1 2 7 4 7 23 41
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 0 0 6 96
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 1 2 8 65
An introduction to causal discovery 0 0 2 6 1 2 16 37
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 0 10 1 1 13 63
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 0 1 8 22
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 1 1 3 0 2 16 31
Causal Pitfalls in the Decomposition of Wage Gaps 0 0 1 24 0 0 15 105
Causal mediation analysis with double machine learning 1 1 8 43 4 12 65 178
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 8 3 4 18 79
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 0 4 10 17 3 12 50 95
Direct and Indirect Effects based on Changes-in-Changes 0 0 3 6 0 1 14 28
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 0 1 7 58
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 1 3 7 23 3 5 37 102
Direct and indirect effects of training vouchers for the unemployed 0 0 0 29 0 1 19 103
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 0 2 6 51 4 9 36 227
Disentangling policy effects into causal channels 0 0 0 26 0 2 19 127
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 0 11 1 2 10 98
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 1 2 12 23
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 0 1 7 154
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 1 1 10 159
Does preschool boost the development of minority children?: the case of Roma children 0 0 1 11 1 1 19 94
Double Machine Learning for Sample Selection Models 0 0 6 8 2 8 52 67
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 1 3 19 61
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 3 18 0 3 45 101
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 1 1 10 73
Flagging cartel participants with deep learning based on convolutional neural networks 1 1 1 5 2 5 22 39
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 2 3 1 4 17 25
Gender differences in wage expectations 0 0 0 3 0 2 8 25
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 0 0 0 2 15 16
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 1 7 1 4 20 43
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 0 0 3 33 1 1 18 142
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 0 0 9 39
Including Covariates in the Regression Discontinuity Design 0 0 1 36 1 3 25 117
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 0 0 6 10 0 1 17 29
Interacting Treatments With Endogenous Takeup 0 0 1 1 0 0 17 20
It is never too LATE: a new look at local average treatment effects with or without defiers 0 1 1 4 1 4 22 30
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 2 60 0 4 27 175
Machine learning with screens for detecting bid-rigging cartels 0 3 7 128 7 14 56 460
Nonparametric bootstrap for propensity score matching estimators 0 0 0 2 0 1 15 21
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 32 0 0 19 141
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 0 0 11 18
On the Sensitivity of Wage Gap Decompositions 0 0 1 16 0 4 16 86
Perceived Anonymity and Cheating in an Online Experiment 0 0 1 3 0 1 22 38
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 1 85 0 0 108 389
Sensitivity checks for the local average treatment effect 0 0 0 14 0 0 9 68
Sharp Bounds on Causal Effects under Sample Selection 0 0 0 7 18 18 29 83
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 0 1 17 0 1 12 65
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 0 3 14 29
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 13 0 2 17 87
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 0 0 2 80 3 8 26 288
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 1 1 1 2 4 4 4
Testing exclusion restrictions and additive separability in sample selection models 0 0 2 49 4 6 22 254
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 1 1 21 134
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 6 13 40 137
Testing the validity of the compulsory schooling law instrument 0 0 1 10 0 1 7 73
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 0 0 3 16 0 0 14 66
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 0 0 6 0 1 15 63
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 24 0 0 15 120
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 1 1 2 4 19 22
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 0 0 22 115
The fiscal response to revenue shocks 0 0 1 9 1 1 18 44
The performance of estimators based on the propensity score 0 1 3 305 2 4 19 929
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 0 0 18 1 7 9 54
Timing matters: the impact of response measures on COVID-19-related hospitalization and death rates in Germany and Switzerland 0 0 0 6 1 2 12 71
Transnational machine learning with screens for flagging bid‐rigging cartels 0 0 1 17 1 2 23 87
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 0 7 1 2 6 38
Treatment Evaluation in the Presence of Sample Selection 0 0 0 20 0 1 15 95
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 12 18
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 0 54 1 2 30 184
Workplace health promotion and labour market performance of employees 0 0 0 23 0 1 9 122
Total Journal Articles 3 20 98 1,672 92 225 1,500 7,589

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 3 586 1 5 48 3,231
Total Software Items 0 0 3 586 1 5 48 3,231

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