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 1 10 14 76
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 0 5 6 50
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 0 4 7 22
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 65 1 5 11 63
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 0 40 9 17 22 120
A cautionary tale about control variables in IV estimation 0 0 0 28 3 8 12 148
A cautionary tale about control variables in IV estimation 0 0 0 62 3 10 12 153
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 2 12 16 91
A joint test of unconfoundedness and common trends 0 0 4 15 1 10 24 37
A review of causal mediation analysis for assessing direct and indirect treatment effects 7 16 53 489 13 63 187 1,195
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 3 6 10 145
A wild bootstrap algorithm for propensity score matching estimators 0 0 2 152 1 5 10 239
An Introduction to Causal Discovery 0 1 1 30 2 11 16 39
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 0 0 81 3 5 13 117
An introduction to flexible methods for policy evaluation 0 0 1 26 0 3 11 83
An introduction to flexible methods for policy evaluation 0 0 1 88 1 6 16 186
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 3 11 14 64
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 0 12 14 39
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 17 1 3 7 46
Catching Bid-rigging Cartels with Graph Attention Neural Networks 0 0 28 28 2 12 28 28
Causal mediation analysis with double machine learning 0 0 1 105 1 6 17 98
Causal mediation analysis with double machine learning 1 2 8 59 8 32 59 220
Causal pitfalls in the decomposition of wage gaps 0 0 1 133 0 10 15 232
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 123 1 6 12 141
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 1 17 0 3 5 20
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 2 3 9 33 6 20 46 64
Direct and Indirect Effects Based on Changes-in-Changes 0 0 1 34 3 7 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 1 3 6 155
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 0 3 9 32
Direct and Indirect Effects based on Changes-in-Changes 0 0 2 25 2 3 8 42
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 1 28 4 22 26 109
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 0 2 81 2 10 16 392
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 8 78
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 0 1 72 2 7 14 150
Direct and indirect effects of training vouchers for the unemployed 0 0 0 47 2 11 13 150
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 2 4 5 87
Direct and indirect effects of training vouchers for the unemployed 0 0 2 14 0 30 39 94
Direct and indirect effects under sample selection and outcome attrition 0 1 2 31 1 10 12 47
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 2 36 0 5 12 135
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 0 3 7 14
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 10 3 9 11 118
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 80 2 5 7 304
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 2 8 12 294
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 1 15 33 460
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 1 12 18 164
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 51 3 10 14 226
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 1 29 0 3 6 173
Does preschool boost the development of minority children? The case of Roma children 0 0 1 37 0 4 10 121
Double machine learning for sample selection models 0 0 0 39 3 5 8 72
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 0 6 28 0 4 13 28
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 0 7 7 95
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 2 4 5 80
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 1 41 5 9 19 86
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 0 5 6 67
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 0 0 89 2 7 14 200
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 0 2 16 0 4 11 55
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 0 6 1 4 9 29
Gender Differences in Wage Expectations 0 1 1 32 0 7 15 72
Gender Differences in Wage Expectations 0 0 0 32 0 2 3 59
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 3 6 6 21
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 1 26 1 7 18 69
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 residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 3 9 10 35
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 3 9 12 368
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 7 11 15 372
How war affects political attitudes: evidence from eastern Ukraine 0 0 1 53 2 5 15 139
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 0 6 8 206
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 1 82 0 6 10 369
Including Covariates in the Regression Discontinuity Design 0 0 0 8 6 15 20 74
Including covariates in the regression discontinuity design 0 0 1 58 5 16 27 126
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 0 1 40 103 5 11 100 250
Interacting Treatments with Endogenous Takeup 0 0 0 12 1 7 9 19
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 1 86 2 8 11 131
Learning control variables and instruments for causal analysis in observational data 0 0 1 8 1 7 16 37
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 30 1 7 9 56
Machine Learning for Detecting Collusion and Capacity Withholding in Wholesale Electricity Markets 4 6 31 31 6 18 38 38
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 2 3 29 106 5 19 97 249
Machine Learning with Screens for Detecting Bid-Rigging Cartels 0 1 5 135 6 13 31 243
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 50 2 3 6 149
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 0 1 52 3 15 26 175
On the plausibility of the latent ignorability assumption 0 0 0 3 2 5 8 23
On the sensitivity of wage gap decompositions 0 0 0 16 1 5 6 54
Quantile Regression in the Presence of Sample Selection 0 0 0 612 0 6 12 1,223
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 0 0 0 293 2 8 13 986
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 0 54 2 19 24 181
Relaxing monotonicity in the identification of local average treatment effects 0 0 1 96 6 15 23 320
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 1 111 0 3 8 318
Sharp bounds on causal effects under sample selection 0 0 1 99 3 12 25 303
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 33 4 15 17 260
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 3 8 11 139
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 0 48 2 15 17 275
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 1 23 0 0 4 48
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 2 8 14 752
Testing identification in mediation and dynamic treatment models 0 0 1 3 0 7 14 22
Testing instrument validity for LATE identification based on inequality moment constraints 0 1 1 109 5 47 57 522
Testing instrument validity in sample selection models 0 0 0 199 2 11 16 801
Testing the identification of causal effects in observational data 0 0 1 32 1 8 19 49
Testing the validity of the compulsory schooling law instrument 0 0 0 35 4 10 11 124
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of Their Employees 0 0 0 50 0 6 8 96
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees 0 0 0 36 0 7 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 1 36 43 179
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 2 8 8 121
The Fiscal Response to Revenue Shocks 0 0 0 9 0 10 10 43
The causalweight package for causal inference in R 3 3 12 113 5 15 46 483
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 7 16 17 229
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 0 3 7 101
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 1 7 9 80
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 9 13 15 95
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 0 0 16 1 4 5 45
The effects of electronic monitoring on offenders and their families 0 0 2 40 0 5 10 160
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 4 8 16 145
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 1 51 55 244
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 1 8 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 7 24
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 0 0 8 0 6 13 128
The fiscal response to revenue shocks 0 0 0 2 1 5 8 45
Transnational machine learning with screens for flagging bid-rigging cartels 0 0 0 20 1 6 8 54
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 1 4 5 83
Treatment evaluation in the presence of sample selection 0 0 1 237 6 9 13 582
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 1 5 11 137
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 0 98 0 52 59 286
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 0 7 9 82
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 1 4 6 186
Workplace health promotion and labour market performance of employees 0 0 0 17 3 9 10 56
Workplace health promotion and labour market performance of employees 0 0 0 42 4 7 10 98
Total Working Papers 19 40 275 7,500 261 1,258 2,233 21,770

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 1 1 1 8 1 8 14 57
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 1 3 42 2 9 24 124
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 1 1 3 6 3 7 20 30
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 0 33 1 4 9 95
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 0 2 5 60
An introduction to causal discovery 0 1 5 6 1 8 25 32
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 0 10 0 6 15 59
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 0 3 8 19
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 1 2 2 6 13 23
Causal Pitfalls in the Decomposition of Wage Gaps 0 0 1 24 4 11 14 104
Causal mediation analysis with double machine learning 0 0 6 38 4 23 50 153
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 0 8 2 8 16 71
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 1 2 5 12 2 11 33 75
Direct and Indirect Effects based on Changes-in-Changes 0 1 2 5 0 5 14 24
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 0 13 1 4 6 56
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 0 3 18 1 8 22 82
Direct and indirect effects of training vouchers for the unemployed 0 0 2 29 1 13 19 98
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 1 1 4 47 2 3 16 202
Disentangling policy effects into causal channels 0 0 0 26 1 12 13 121
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 0 11 0 3 5 92
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 0 5 8 18
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 0 4 4 151
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 1 5 6 155
Does preschool boost the development of minority children?: the case of Roma children 0 1 1 11 5 11 13 88
Double Machine Learning for Sample Selection Models 0 0 6 7 2 12 32 38
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 0 10 0 8 15 55
Evaluating (weighted) dynamic treatment effects by double machine learning 0 0 2 16 1 13 38 84
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 1 6 9 70
Flagging cartel participants with deep learning based on convolutional neural networks 0 0 2 4 1 7 17 29
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 0 2 2 1 5 15 15
Gender differences in wage expectations 0 0 0 3 0 5 6 22
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 0 0 2 8 12 12
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 3 7 2 10 18 35
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 1 1 3 31 1 6 13 132
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 2 4 8 37
Including Covariates in the Regression Discontinuity Design 0 1 4 36 2 12 24 107
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 0 0 5 8 0 4 11 21
Interacting Treatments With Endogenous Takeup 0 0 1 1 1 8 15 15
It is never too LATE: a new look at local average treatment effects with or without defiers 0 0 2 3 5 10 14 19
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 2 60 2 9 19 161
Machine learning with screens for detecting bid-rigging cartels 1 1 10 123 4 16 46 428
Nonparametric bootstrap for propensity score matching estimators 0 0 0 2 1 8 12 17
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 0 32 0 9 18 138
On the Plausibility of the Latent Ignorability Assumption 0 0 0 2 0 5 9 14
On the Sensitivity of Wage Gap Decompositions 0 1 1 16 0 4 10 78
Perceived Anonymity and Cheating in an Online Experiment 0 1 1 3 0 11 20 34
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 1 85 4 100 105 385
Sensitivity checks for the local average treatment effect 0 0 1 14 0 4 6 64
Sharp Bounds on Causal Effects under Sample Selection 0 0 1 7 0 8 11 62
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 0 2 17 0 4 9 61
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 0 3 9 21
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 13 1 7 11 80
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 0 0 2 79 1 10 19 277
Testing exclusion restrictions and additive separability in sample selection models 0 2 5 49 1 9 22 245
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 0 7 12 124
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 0 9 13 18 26 121
Testing the validity of the compulsory schooling law instrument 0 0 0 9 0 2 5 69
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 0 1 2 15 0 7 13 64
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 0 0 6 1 6 10 57
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 23 1 9 13 115
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 0 0 1 9 13 15
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 9 13 19 110
The fiscal response to revenue shocks 0 1 2 9 1 4 10 35
The performance of estimators based on the propensity score 0 0 3 302 0 4 16 917
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 0 0 18 0 2 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 2 7 11 68
Transnational machine learning with screens for flagging bid‐rigging cartels 0 0 1 16 0 8 25 77
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 1 7 0 3 5 36
Treatment Evaluation in the Presence of Sample Selection 0 0 0 20 0 9 12 90
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 1 4 7 13
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 0 54 5 18 25 178
Workplace health promotion and labour market performance of employees 0 0 0 23 1 4 6 117
Total Journal Articles 6 18 103 1,624 104 638 1,178 6,998

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 1 21 51 3,213
Total Software Items 0 1 6 586 1 21 51 3,213

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