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 1 1 14 0 7 14 76
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 0 4 6 50
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 1 2 8 23
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 65 0 2 11 63
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 40 2 19 24 122
A cautionary tale about control variables in IV estimation 0 0 0 62 3 11 15 156
A cautionary tale about control variables in IV estimation 0 0 0 28 0 8 11 148
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 0 12 16 91
A joint test of unconfoundedness and common trends 0 0 4 15 1 4 24 38
A review of causal mediation analysis for assessing direct and indirect treatment effects 0 13 51 489 12 58 190 1,207
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 0 5 9 145
A wild bootstrap algorithm for propensity score matching estimators 0 0 1 152 1 5 9 240
An Introduction to Causal Discovery 0 1 1 30 2 8 18 41
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 0 0 81 0 5 12 117
An introduction to flexible methods for policy evaluation 0 0 1 88 1 5 17 187
An introduction to flexible methods for policy evaluation 0 0 1 26 1 4 11 84
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 0 1 1 34
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 1 19 1 11 15 65
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 1 0 0 0 17
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 23 1 7 15 40
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 17 0 3 7 46
Catching Bid-rigging Cartels with Graph Attention Neural Networks 0 0 28 28 10 18 38 38
Causal mediation analysis with double machine learning 0 0 1 105 2 5 18 100
Causal mediation analysis with double machine learning 0 1 7 59 4 25 59 224
Causal pitfalls in the decomposition of wage gaps 0 0 1 133 1 11 16 233
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 123 1 3 12 142
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 1 17 1 4 6 21
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 0 3 9 33 5 18 48 69
Direct and Indirect Effects Based on Changes-in-Changes 0 0 1 34 0 6 11 62
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 8 157
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 2 3 11 34
Direct and Indirect Effects based on Changes-in-Changes 0 0 2 25 1 4 9 43
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 1 28 0 21 26 109
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 2 81 1 9 17 393
Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery 0 0 0 30 1 2 9 79
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 2 2 3 74 2 8 15 152
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 1 5 6 88
Direct and indirect effects of training vouchers for the unemployed 0 0 0 47 3 12 16 153
Direct and indirect effects of training vouchers for the unemployed 0 0 2 14 0 12 39 94
Direct and indirect effects under sample selection and outcome attrition 0 1 1 31 0 8 10 47
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 36 1 4 13 136
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 3 6 10 17
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 10 0 8 11 118
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 1 8 13 295
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 0 4 32 460
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 0 4 7 304
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 1 29 1 4 7 174
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 51 0 6 14 226
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 1 11 19 165
Does preschool boost the development of minority children? The case of Roma children 0 0 1 37 0 3 10 121
Double machine learning for sample selection models 0 0 0 39 0 5 8 72
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 0 5 28 1 3 13 29
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 1 5 8 96
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 1 5 6 81
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 1 41 7 14 24 93
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 1 4 7 68
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 0 0 89 0 7 14 200
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 0 1 16 0 3 10 55
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 0 6 0 3 8 29
Gender Differences in Wage Expectations 0 1 1 32 0 6 14 72
Gender Differences in Wage Expectations 0 0 0 32 1 3 4 60
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 2 8 8 23
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 1 26 0 6 18 69
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 3 9 13 38
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 0 2 5 15
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 1 9 13 369
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 1 11 16 373
How war affects political attitudes: evidence from eastern Ukraine 0 0 1 53 0 5 15 139
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 0 6 7 206
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 0 82 5 7 14 374
Including Covariates in the Regression Discontinuity Design 0 0 0 8 1 12 20 75
Including covariates in the regression discontinuity design 0 0 1 58 1 15 27 127
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 2 2 41 105 6 16 103 256
Interacting Treatments with Endogenous Takeup 0 0 0 12 2 7 11 21
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 1 86 0 8 11 131
Learning control variables and instruments for causal analysis in observational data 0 0 1 8 0 4 14 37
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 30 2 9 11 58
Machine Learning for Detecting Collusion and Capacity Withholding in Wholesale Electricity Markets 0 5 31 31 5 20 43 43
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 2 5 27 108 8 19 93 257
Machine Learning with Screens for Detecting Bid-Rigging Cartels 0 1 5 135 1 11 31 244
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 50 3 6 9 152
On the development of students’ attitudes towards corruption and cheating in Russian universities 1 1 1 53 1 14 26 176
On the plausibility of the latent ignorability assumption 0 0 0 3 1 6 9 24
On the sensitivity of wage gap decompositions 0 0 0 16 0 5 6 54
Quantile Regression in the Presence of Sample Selection 0 0 0 612 1 6 13 1,224
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 0 293 2 7 14 988
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 0 54 0 13 24 181
Relaxing monotonicity in the identification of local average treatment effects 0 0 1 96 3 15 24 323
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 1 111 2 4 10 320
Sharp bounds on causal effects under sample selection 0 0 1 99 3 15 28 306
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 33 2 16 19 262
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 3 7 14 142
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 0 48 0 13 17 275
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 0 23 0 0 3 48
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 2 7 16 754
Testing identification in mediation and dynamic treatment models 0 0 1 3 0 4 14 22
Testing instrument validity for LATE identification based on inequality moment constraints 0 1 1 109 0 23 57 522
Testing instrument validity in sample selection models 0 0 0 199 2 11 18 803
Testing the identification of causal effects in observational data 0 0 1 32 1 8 19 50
Testing the validity of the compulsory schooling law instrument 0 0 0 35 0 10 11 124
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of Their Employees 0 0 0 50 0 5 8 96
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees 0 0 0 36 0 4 9 150
The Effects of Gender and Parental Occupation in the Apprenticeship Market: An Experimental Evaluation 0 0 0 32 0 1 5 69
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 18 3 25 46 182
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 0 6 8 121
The Fiscal Response to Revenue Shocks 0 0 0 9 1 8 11 44
The causalweight package for causal inference in R 2 5 12 115 6 16 45 489
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 0 5 9 80
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 4 16 19 99
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 1 3 8 102
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 0 14 17 229
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 1 1 1 17 1 2 6 46
The effects of electronic monitoring on offenders and their families 0 0 2 40 2 7 12 162
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 1 8 16 146
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 0 8 54 244
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 0 2 11 211
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 8 25
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 0 8 1 6 14 129
The fiscal response to revenue shocks 0 0 0 2 0 4 8 45
Transnational machine learning with screens for flagging bid-rigging cartels 2 2 2 22 2 5 10 56
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 1 4 5 84
Treatment evaluation in the presence of sample selection 0 0 1 237 2 10 15 584
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 2 4 13 139
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 0 98 1 25 60 287
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 1 3 7 187
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 0 4 9 82
Workplace health promotion and labour market performance of employees 0 0 0 42 0 6 10 98
Workplace health promotion and labour market performance of employees 0 0 0 17 2 10 12 58
Total Working Papers 12 46 270 7,512 178 1,066 2,338 21,948

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 0 6 14 57
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 3 42 1 7 24 125
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 1 3 6 2 7 22 32
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 0 4 9 95
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 0 1 5 60
An introduction to causal discovery 0 1 4 6 1 7 23 33
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 0 10 1 5 16 60
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 1 3 9 20
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 2 0 6 13 23
Causal Pitfalls in the Decomposition of Wage Gaps 0 0 1 24 0 11 14 104
Causal mediation analysis with double machine learning 1 1 6 39 7 20 56 160
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 8 0 6 15 71
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 0 2 5 12 2 11 35 77
Direct and Indirect Effects based on Changes-in-Changes 0 0 2 5 2 6 16 26
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 0 3 6 56
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 2 2 4 20 5 11 25 87
Direct and indirect effects of training vouchers for the unemployed 0 0 2 29 2 10 21 100
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 1 2 5 48 3 6 17 205
Disentangling policy effects into causal channels 0 0 0 26 1 12 14 122
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 0 11 0 2 5 92
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 0 3 8 18
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 0 2 4 151
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 0 5 6 155
Does preschool boost the development of minority children?: the case of Roma children 0 0 1 11 2 11 15 90
Double Machine Learning for Sample Selection Models 0 0 6 7 17 25 49 55
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 0 7 15 55
Evaluating (weighted) dynamic treatment effects by double machine learning 1 1 3 17 6 15 43 90
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 1 5 10 71
Flagging cartel participants with deep learning based on convolutional neural networks 0 0 2 4 2 6 19 31
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 1 1 3 3 2 5 17 17
Gender differences in wage expectations 0 0 0 3 1 4 7 23
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 0 0 1 7 13 13
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 3 7 1 8 18 36
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 2 3 3 33 5 10 15 137
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 1 5 9 38
Including Covariates in the Regression Discontinuity Design 0 0 4 36 0 9 24 107
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 1 1 5 9 1 3 11 22
Interacting Treatments With Endogenous Takeup 0 0 1 1 1 4 16 16
It is never too LATE: a new look at local average treatment effects with or without defiers 0 0 2 3 2 12 16 21
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 2 60 4 13 22 165
Machine learning with screens for detecting bid-rigging cartels 1 2 11 124 12 22 58 440
Nonparametric bootstrap for propensity score matching estimators 0 0 0 2 0 6 11 17
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 32 2 7 20 140
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 0 3 9 14
On the Sensitivity of Wage Gap Decompositions 0 0 1 16 0 3 10 78
Perceived Anonymity and Cheating in an Online Experiment 0 1 1 3 2 9 22 36
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 1 85 3 30 107 388
Sensitivity checks for the local average treatment effect 0 0 1 14 1 5 7 65
Sharp Bounds on Causal Effects under Sample Selection 0 0 1 7 2 8 13 64
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 0 2 17 1 3 10 62
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 13 0 4 11 80
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 1 3 10 22
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 0 0 1 79 0 5 18 277
Testing exclusion restrictions and additive separability in sample selection models 0 0 5 49 1 6 21 246
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 2 7 14 126
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 2 20 28 123
Testing the validity of the compulsory schooling law instrument 0 0 0 9 0 1 5 69
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 1 1 3 16 1 6 13 65
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 0 0 6 0 5 10 57
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 23 2 8 15 117
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 0 0 0 7 13 15
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 3 16 21 113
The fiscal response to revenue shocks 0 0 2 9 2 4 12 37
The performance of estimators based on the propensity score 1 1 3 303 4 8 19 921
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 0 0 18 0 1 5 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 5 10 68
Transnational machine learning with screens for flagging bid‐rigging cartels 0 0 0 16 4 9 28 81
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 1 7 0 2 5 36
Treatment Evaluation in the Presence of Sample Selection 0 0 0 20 1 7 13 91
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 2 5 9 15
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 0 54 2 16 27 180
Workplace health promotion and labour market performance of employees 0 0 0 23 1 5 7 118
Total Journal Articles 12 21 106 1,636 126 549 1,277 7,124

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 1 6 586 4 17 52 3,217
Total Software Items 0 1 6 586 4 17 52 3,217

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