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 1 14 76
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 2 2 8 52
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 3 4 11 26
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 65 0 1 11 63
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 40 3 14 27 125
A cautionary tale about control variables in IV estimation 1 1 1 29 3 6 14 151
A cautionary tale about control variables in IV estimation 0 0 0 62 6 12 20 162
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 3 5 19 94
A joint test of unconfoundedness and common trends 0 0 4 15 3 5 27 41
A review of causal mediation analysis for assessing direct and indirect treatment effects 3 10 49 492 7 32 185 1,214
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 4 7 13 149
A wild bootstrap algorithm for propensity score matching estimators 0 0 1 152 2 4 10 242
An Introduction to Causal Discovery 0 0 1 30 4 8 21 45
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 1 1 1 82 2 5 11 119
An introduction to flexible methods for policy evaluation 0 0 1 26 1 2 11 85
An introduction to flexible methods for policy evaluation 0 0 1 88 2 4 19 189
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 1 19 3 7 18 68
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 0 0 1 34
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 1 3 3 3 20
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 23 4 5 19 44
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 17 2 3 9 48
Catching Bid-rigging Cartels with Graph Attention Neural Networks 0 0 28 28 12 24 50 50
Causal mediation analysis with double machine learning 0 1 7 59 7 19 64 231
Causal mediation analysis with double machine learning 0 0 1 105 1 4 19 101
Causal pitfalls in the decomposition of wage gaps 0 0 1 133 1 2 17 234
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 123 3 5 15 145
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 1 17 0 1 6 21
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 2 4 11 35 6 17 54 75
Difference-in-differences for mediation analysis using double machine learning 26 36 36 36 10 18 18 18
Direct and Indirect Effects Based on Changes-in-Changes 0 0 0 34 1 4 11 63
Direct and Indirect Effects Based on Difference-in-Differences with an Application to Political Preferences Following the Vietnam Draft Lottery 0 0 1 33 1 4 9 158
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 0 2 11 34
Direct and Indirect Effects based on Changes-in-Changes 0 0 1 25 3 6 11 46
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 1 28 5 9 31 114
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 2 81 2 5 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 6 10 20 158
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 4 7 10 92
Direct and indirect effects of training vouchers for the unemployed 0 0 0 47 0 5 16 153
Direct and indirect effects of training vouchers for the unemployed 0 0 2 14 2 2 41 96
Direct and indirect effects under sample selection and outcome attrition 0 0 1 31 0 1 10 47
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 36 2 3 15 138
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 10 3 6 14 121
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 2 5 12 19
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 1 4 14 296
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 2 3 34 462
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 0 2 7 304
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 3 5 22 168
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 51 2 5 16 228
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 1 29 1 2 8 175
Does preschool boost the development of minority children? The case of Roma children 0 0 1 37 5 5 15 126
Double machine learning for sample selection models 0 0 0 39 3 6 11 75
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 0 4 28 1 2 13 30
Effect of Cigarette Price and Tax Increases on Smoking in Europe: A Difference-in-Differences Study with Double Machine Learning 27 27 27 27 13 13 13 13
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 1 2 9 97
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 1 4 7 82
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 0 41 5 17 24 98
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 3 4 10 71
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 0 0 89 1 3 14 201
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 0 1 16 4 4 13 59
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 0 6 2 3 10 31
Gender Differences in Wage Expectations 0 0 0 32 2 3 6 62
Gender Differences in Wage Expectations 0 0 1 32 3 3 16 75
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 7 12 15 30
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 1 26 2 3 19 71
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 3 3 8 18
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 2 8 15 40
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 0 4 13 369
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 2 10 17 375
How war affects political attitudes: evidence from eastern Ukraine 0 0 1 53 0 2 13 139
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 1 1 8 207
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 0 82 3 8 17 377
Including Covariates in the Regression Discontinuity Design 0 0 0 8 2 9 22 77
Including covariates in the regression discontinuity design 0 0 1 58 3 9 30 130
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 16 18 56 121 27 38 128 283
Interacting Treatments with Endogenous Takeup 0 0 0 12 0 3 10 21
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 1 86 0 2 10 131
Learning and Testing Exposure Mappings of Interference using Graph Convolutional Autoencoder 0 8 9 9 2 3 4 4
Learning control variables and instruments for causal analysis in observational data 0 0 1 8 3 4 16 40
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 30 2 5 13 60
Machine Learning for Detecting Collusion and Capacity Withholding in Wholesale Electricity Markets 0 4 31 31 2 13 45 45
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 1 5 23 109 12 25 95 269
Machine Learning with Screens for Detecting Bid-Rigging Cartels 0 0 5 135 7 14 37 251
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 50 2 7 11 154
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 1 1 53 3 7 28 179
On the plausibility of the latent ignorability assumption 0 0 0 3 1 4 10 25
On the sensitivity of wage gap decompositions 0 0 0 16 2 3 8 56
Quantile Regression in the Presence of Sample Selection 0 0 0 612 3 4 16 1,227
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 0 293 2 6 16 990
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 0 54 2 4 26 183
Relaxing monotonicity in the identification of local average treatment effects 0 0 1 96 4 13 27 327
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 1 111 2 4 12 322
Sharp bounds on causal effects under sample selection 1 1 2 100 5 11 33 311
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 33 2 8 21 264
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 1 7 15 143
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 0 48 5 7 21 280
Testing Effect Homogeneity and Confounding in High-Dimensional Experimental and Observational Studies 0 9 9 9 3 8 8 8
Testing Full Mediation of Treatment Effects and the Identifiability of Causal Mechanisms 24 24 24 24 6 8 8 8
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 0 23 4 4 6 52
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 1 5 17 755
Testing identification in mediation and dynamic treatment models 0 0 1 3 2 2 16 24
Testing instrument validity for LATE identification based on inequality moment constraints 0 0 1 109 3 8 60 525
Testing instrument validity in sample selection models 0 0 0 199 3 7 21 806
Testing the identification of causal effects in observational data 0 0 1 32 2 4 21 52
Testing the validity of the compulsory schooling law instrument 0 0 0 35 0 4 11 124
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of Their Employees 0 0 0 50 2 2 9 98
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees 0 0 0 36 2 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 1 5 47 183
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 6 8 14 127
The Fiscal Response to Revenue Shocks 0 0 0 9 1 2 12 45
The causalweight package for causal inference in R 1 6 12 116 2 13 44 491
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 2 3 10 104
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 3 16 21 102
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 3 4 12 83
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 3 10 20 232
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 1 1 17 1 3 7 47
The effects of electronic monitoring on offenders and their families 0 0 2 40 3 5 15 165
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 0 5 16 146
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 8 9 19 219
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 5 6 59 249
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 11 28
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 0 8 1 2 15 130
The fiscal response to revenue shocks 1 1 1 3 1 2 9 46
Transnational machine learning with screens for flagging bid-rigging cartels 0 2 2 22 1 4 11 57
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 1 3 6 85
Treatment evaluation in the presence of sample selection 0 0 1 237 6 14 21 590
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 0 3 13 139
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 0 98 2 3 62 289
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 2 2 11 84
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 5 7 12 192
Workplace health promotion and labour market performance of employees 0 0 0 17 1 6 13 59
Workplace health promotion and labour market performance of employees 1 1 1 43 4 8 14 102
Total Working Papers 105 163 387 7,645 388 843 2,678 22,353

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 1 1 8 2 3 16 59
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 3 42 4 7 25 129
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 1 3 6 0 5 22 32
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 1 2 10 96
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 3 3 7 63
An introduction to causal discovery 0 0 4 6 2 4 22 35
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 0 10 1 2 17 61
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 1 2 10 21
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 2 5 7 17 28
Causal Pitfalls in the Decomposition of Wage Gaps 0 0 1 24 1 5 15 105
Causal mediation analysis with double machine learning 2 3 8 41 5 16 61 165
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 8 3 5 17 74
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 1 2 6 13 5 9 40 82
Direct and Indirect Effects based on Changes-in-Changes 1 1 3 6 1 3 16 27
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 1 2 7 57
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 2 4 20 8 14 33 95
Direct and indirect effects of training vouchers for the unemployed 0 0 2 29 2 5 23 102
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 1 3 6 49 10 15 27 215
Disentangling policy effects into causal channels 0 0 0 26 1 3 15 123
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 0 11 4 4 8 96
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 3 3 11 21
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 2 2 6 153
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 3 4 9 158
Does preschool boost the development of minority children?: the case of Roma children 0 0 1 11 2 9 17 92
Double Machine Learning for Sample Selection Models 0 0 6 7 3 22 52 58
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 2 2 17 57
Evaluating (weighted) dynamic treatment effects by double machine learning 0 1 3 17 5 12 47 95
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 0 2 10 71
Flagging cartel participants with deep learning based on convolutional neural networks 0 0 2 4 1 4 20 32
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 1 3 3 3 6 18 20
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 1 4 14 14
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 2 7 3 6 20 39
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 0 3 3 33 3 9 18 140
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 1 4 10 39
Including Covariates in the Regression Discontinuity Design 0 0 3 36 4 6 26 111
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 1 2 6 10 6 7 16 28
Interacting Treatments With Endogenous Takeup 0 0 1 1 2 4 18 18
It is never too LATE: a new look at local average treatment effects with or without defiers 0 0 0 3 4 11 18 25
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 2 60 5 11 26 170
Machine learning with screens for detecting bid-rigging cartels 1 3 11 125 5 21 58 445
Nonparametric bootstrap for propensity score matching estimators 0 0 0 2 3 4 14 20
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 32 1 3 20 141
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 2 2 11 16
On the Sensitivity of Wage Gap Decompositions 0 0 1 16 3 3 13 81
Perceived Anonymity and Cheating in an Online Experiment 0 0 1 3 0 2 22 36
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 1 85 0 7 107 388
Sensitivity checks for the local average treatment effect 0 0 1 14 3 4 10 68
Sharp Bounds on Causal Effects under Sample Selection 0 0 1 7 1 3 14 65
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 0 1 17 2 3 11 64
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 13 5 6 16 85
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 4 5 14 26
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 1 1 2 80 2 3 19 279
Testing exclusion restrictions and additive separability in sample selection models 0 0 2 49 1 3 19 247
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 6 8 20 132
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 1 16 29 124
Testing the validity of the compulsory schooling law instrument 1 1 1 10 3 3 8 72
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 0 1 3 16 1 2 14 66
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 0 0 6 5 6 15 62
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 1 1 2 24 2 5 17 119
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 0 0 2 3 15 17
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 0 12 21 113
The fiscal response to revenue shocks 0 0 1 9 5 8 16 42
The performance of estimators based on the propensity score 0 1 3 303 2 6 19 923
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 1 3 11 69
Transnational machine learning with screens for flagging bid‐rigging cartels 0 0 0 16 1 5 28 82
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 3 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 0 3 9 15
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 0 54 2 9 29 182
Workplace health promotion and labour market performance of employees 0 0 0 23 2 4 9 120
Total Journal Articles 10 28 106 1,646 181 411 1,421 7,305

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 5 586 6 11 55 3,223
Total Software Items 0 0 5 586 6 11 55 3,223

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