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 3 16 79
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 0 2 11 55
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 1 1 11 27
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 65 0 0 13 66
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 40 1 2 30 131
A cautionary tale about control variables in IV estimation 0 0 0 62 1 3 25 167
A cautionary tale about control variables in IV estimation 0 0 1 29 1 4 19 157
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 0 2 19 96
A joint test of unconfoundedness and common trends 0 0 1 15 0 0 21 41
A review of causal mediation analysis for assessing direct and indirect treatment effects 0 2 31 496 2 11 124 1,230
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 2 2 14 152
A wild bootstrap algorithm for propensity score matching estimators 0 0 1 152 0 0 11 243
An Introduction to Causal Discovery 0 0 1 30 0 2 20 47
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 0 1 82 1 1 10 121
An introduction to flexible methods for policy evaluation 0 0 1 88 0 0 15 189
An introduction to flexible methods for policy evaluation 0 0 1 26 0 1 9 88
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 19 0 0 17 69
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 0 2 4 37
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 0 1 4 21
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 17 0 3 10 52
Catching Bid-rigging Cartels with Graph Attention Neural Networks 1 2 4 31 3 6 51 61
Causal mediation analysis with double machine learning 0 0 0 105 0 4 20 108
Causal mediation analysis with double machine learning 0 1 4 60 3 10 64 245
Causal pitfalls in the decomposition of wage gaps 0 0 0 133 0 1 17 236
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 123 0 1 14 146
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 0 17 1 2 8 24
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 0 2 9 38 1 5 63 95
Difference-in-differences for mediation analysis using double machine learning 0 0 37 37 0 2 25 25
Direct and Indirect Effects Based on Changes-in-Changes 0 0 0 34 1 1 13 65
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 13 163
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 0 1 13 37
Direct and Indirect Effects based on Changes-in-Changes 0 0 0 25 0 1 12 49
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 0 28 0 0 31 116
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 0 81 3 4 18 399
Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery 0 1 1 31 2 4 11 84
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 1 3 75 1 3 22 163
Direct and indirect effects of training vouchers for the unemployed 0 0 0 14 1 2 41 100
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 0 0 11 93
Direct and indirect effects of training vouchers for the unemployed 0 0 0 47 0 0 15 154
Direct and indirect effects under sample selection and outcome attrition 1 1 2 32 2 4 14 51
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 36 1 2 19 142
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 10 0 0 16 123
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 1 1 12 20
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 0 3 10 308
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 1 2 32 465
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 0 51 0 1 15 229
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 0 2 24 170
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 1 29 0 0 8 176
Does preschool boost the development of minority children? The case of Roma children 0 0 0 37 2 5 14 131
Double machine learning for sample selection models 0 0 0 39 0 2 13 77
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 0 0 28 1 1 8 31
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 0 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 2 25 101
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 3 16 205
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 0 1 9 32
Gender Differences in Wage Expectations 0 0 1 32 0 0 16 77
Gender Differences in Wage Expectations 0 0 0 32 1 2 7 64
Harnessing Genetic Variants for Local Average Treatment Effect Estimation 0 0 3 3 0 1 4 4
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 0 1 17 32
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 2 27 2 3 20 78
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 0 0 16 27
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 1 2 16 42
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 0 2 20 379
How war affects political attitudes: evidence from eastern Ukraine 0 0 0 53 0 0 6 139
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 0 2 18 380
Including Covariates in the Regression Discontinuity Design 0 0 0 8 0 2 24 79
Including covariates in the regression discontinuity design 0 0 0 58 0 2 28 132
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 0 0 55 121 0 1 126 286
Interacting Treatments with Endogenous Takeup 0 0 0 12 0 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 0 12 134
Learning and Testing Exposure Mappings of Interference using Graph Convolutional Autoencoder 0 0 9 9 0 2 8 8
Learning control variables and instruments for causal analysis in observational data 0 0 0 8 0 3 18 44
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 0 30 3 3 14 63
Machine Learning for Detecting Collusion and Capacity Withholding in Wholesale Electricity Markets 0 0 8 33 0 4 36 55
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 0 0 14 111 2 6 72 285
Machine Learning with Screens for Detecting Bid-Rigging Cartels 0 1 3 137 5 8 42 267
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 50 0 1 11 157
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 0 1 53 1 2 26 183
On the plausibility of the latent ignorability assumption 0 0 0 3 0 0 9 25
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 2 6 18 1,233
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 0 293 1 5 21 998
Regional Differences in Perceived Corruption among Ukrainian Firms 0 1 1 55 0 2 28 187
Relaxing monotonicity in the identification of local average treatment effects 0 0 0 96 0 1 29 330
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 0 111 1 2 11 324
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 0 2 23 268
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 0 1 16 145
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 1 49 0 1 26 286
Testing Effect Homogeneity and Confounding in High-Dimensional Experimental and Observational Studies 0 0 9 9 0 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 0 2 8 55
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 0 1 16 758
Testing identification in mediation and dynamic treatment models 0 2 2 5 0 2 16 28
Testing instrument validity for LATE identification based on inequality moment constraints 0 0 1 109 2 4 66 531
Testing instrument validity in sample selection models 0 0 1 200 1 2 22 809
Testing the identification of causal effects in observational data 0 0 1 32 0 3 22 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 0 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 1 2 6 71
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 0 18 0 1 45 184
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 0 1 15 128
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 2 2 33 497
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 0 1 12 106
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 0 0 22 103
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 64 0 0 22 235
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 0 1 17 1 1 10 50
The effects of electronic monitoring on offenders and their families 0 0 1 40 0 0 17 171
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 0 2 15 148
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 0 1 20 221
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 instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates 0 0 0 15 1 2 12 31
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 0 8 1 2 17 133
The fiscal response to revenue shocks 0 0 1 3 0 3 12 49
Transnational machine learning with screens for flagging bid-rigging cartels 1 1 4 24 4 6 19 66
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 0 1 9 88
Treatment evaluation in the presence of sample selection 0 0 1 237 1 2 22 593
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 1 29 29 3 4 11 11
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 0 98 0 3 63 292
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 1 3 12 87
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 1 1 12 194
Workplace health promotion and labour market performance of employees 0 0 0 17 1 1 16 63
Workplace health promotion and labour market performance of employees 0 0 1 43 2 3 20 109
Total Working Papers 3 16 325 7,718 77 252 2,739 22,826

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 2 2 4 45 5 10 35 145
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 0 2 7 0 4 23 41
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 1 1 7 97
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 0 2 8 65
An introduction to causal discovery 0 0 1 6 0 2 15 37
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 0 10 0 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 1 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 0 1 6 43 3 11 63 181
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 8 2 6 19 81
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 0 1 8 17 3 9 44 98
Direct and Indirect Effects based on Changes-in-Changes 0 0 3 6 1 2 15 29
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 1 1 7 59
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 3 5 23 2 7 36 104
Direct and indirect effects of training vouchers for the unemployed 2 2 2 31 4 5 23 107
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 0 1 6 51 1 8 36 228
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 2 4 12 100
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 1 2 13 24
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 1 2 8 155
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 0 1 10 159
Does preschool boost the development of minority children?: the case of Roma children 0 0 1 11 1 2 20 95
Double Machine Learning for Sample Selection Models 0 0 4 8 2 6 50 69
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 0 2 19 61
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 3 18 1 4 40 102
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 0 1 10 73
Flagging cartel participants with deep learning based on convolutional neural networks 0 1 1 5 1 4 23 40
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 2 3 0 4 17 25
Gender differences in wage expectations 0 0 0 3 0 1 8 25
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 1 1 1 1 1 2 15 17
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 1 7 0 1 20 43
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 1 1 4 34 1 2 18 143
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 3 4 28 120
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 1 1 7 11 2 3 19 31
Interacting Treatments With Endogenous Takeup 0 0 1 1 0 0 15 20
It is never too LATE: a new look at local average treatment effects with or without defiers 0 0 1 4 1 4 23 31
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 2 60 2 3 28 177
Machine learning with screens for detecting bid-rigging cartels 0 2 7 128 5 16 60 465
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 18 141
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 3 16 86
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 0 0 107 389
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 0 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 1 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 2 9 27 290
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 1 1 0 3 4 4
Testing exclusion restrictions and additive separability in sample selection models 0 0 2 49 0 4 21 254
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 1 2 22 135
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 1 11 39 138
Testing the validity of the compulsory schooling law instrument 0 0 1 10 1 1 8 74
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 0 0 3 16 1 1 15 67
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 1 1 1 7 2 3 17 65
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 24 0 0 14 120
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 1 1 0 4 18 22
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 0 0 21 115
The fiscal response to revenue shocks 0 0 1 9 0 1 18 44
The performance of estimators based on the propensity score 1 1 4 306 2 4 19 931
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 1 1 1 19 1 5 10 55
Timing matters: the impact of response measures on COVID-19-related hospitalization and death rates in Germany and Switzerland 0 0 0 6 0 2 11 71
Transnational machine learning with screens for flagging bid‐rigging cartels 1 1 2 18 3 4 25 90
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 0 7 0 1 5 38
Treatment Evaluation in the Presence of Sample Selection 0 0 0 20 1 2 15 96
When does gender occupational segregation start? An experimental evaluation of the effects of gender and parental occupation in the apprenticeship labor market 1 1 1 2 1 1 12 19
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 0 54 0 2 27 184
Workplace health promotion and labour market performance of employees 0 0 0 23 0 1 9 122
Total Journal Articles 12 22 100 1,684 63 228 1,502 7,652

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 0 4 42 3,231
Total Software Items 0 0 1 586 0 4 42 3,231

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