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 0 13 0 2 6 62
A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects 0 0 0 45 0 2 5 44
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 0 0 0 0 0 1 1 15
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 2 40 0 0 5 98
A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels 0 0 1 65 0 2 5 52
A cautionary tale about control variables in IV estimation 0 0 2 62 0 2 10 141
A cautionary tale about control variables in IV estimation 0 0 0 28 1 2 5 136
A framework for separating individual treatment effects from spillover, interaction, and general equilibrium effects 0 0 0 86 1 3 9 75
A joint test of unconfoundedness and common trends 1 2 11 11 1 3 13 13
A review of causal mediation analysis for assessing direct and indirect treatment effects 4 17 93 436 15 48 271 1,008
A simple test for the ignorability of non-compliance in experiments 0 0 0 49 0 1 3 135
A wild bootstrap algorithm for propensity score matching estimators 0 0 0 150 1 2 6 229
An Introduction to Causal Discovery 0 1 29 29 0 2 23 23
An experimental evaluation of an anti-corruption intervention among Ukrainian university students 0 0 0 81 2 3 9 104
An introduction to flexible methods for policy evaluation 2 2 3 25 3 5 9 72
An introduction to flexible methods for policy evaluation 1 1 2 87 4 5 9 170
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 1 18 0 1 3 50
Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland 0 0 0 13 0 1 3 33
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 1 1 2 2 17
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 23 0 2 6 25
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 1 1 1 16 2 3 4 39
Causal mediation analysis with double machine learning 0 1 2 104 2 4 10 81
Causal mediation analysis with double machine learning 1 1 3 51 4 8 27 161
Causal pitfalls in the decomposition of wage gaps 0 2 5 132 0 3 8 217
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 1 1 123 0 1 4 129
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments 0 0 0 16 0 1 5 15
Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning 0 24 24 24 0 15 18 18
Direct and Indirect Effects Based on Changes-in-Changes 0 1 1 33 0 2 2 51
Direct and Indirect Effects Based on Difference-in-Differences with an Application to Political Preferences Following the Vietnam Draft Lottery 0 2 2 32 0 4 5 149
Direct and Indirect Effects based on Changes-in- Changes 0 0 0 8 0 1 2 23
Direct and Indirect Effects based on Changes-in-Changes 0 0 0 23 0 0 1 34
Direct and Indirect Effects of Training Vouchers for the Unemployed 0 0 0 27 0 2 2 83
Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables 0 1 4 79 2 5 18 376
Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery 0 1 4 30 1 4 10 70
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 0 0 2 71 1 1 9 136
Direct and indirect effects of training vouchers for the unemployed 0 1 1 47 0 1 1 137
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 0 1 2 82
Direct and indirect effects of training vouchers for the unemployed 0 0 0 12 0 2 4 55
Direct and indirect effects under sample selection and outcome attrition 0 0 2 29 0 1 7 35
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 1 1 10 1 2 7 107
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 0 0 1 1 2 4 7
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables 0 1 4 34 0 1 10 123
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 83 0 1 1 427
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 0 68 0 1 1 282
Do German Welfare-to-Work Programmes Reduce Welfare and Increase Work? 0 0 1 80 0 2 3 297
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 28 0 0 1 167
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 35 0 1 1 146
Does Leaving Welfare Improve Health? Evidence for Germany 0 0 0 51 1 3 3 212
Does preschool boost the development of minority children? The case of Roma children 0 0 0 36 0 1 5 111
Double machine learning for sample selection models 0 0 0 39 0 2 6 64
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning 0 0 1 22 0 1 7 15
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments 0 0 0 65 0 1 1 88
Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments 0 0 0 23 0 1 3 75
Evaluating (weighted) dynamic treatment effects by double machine learning 0 1 5 40 0 3 20 67
Evaluating an information campaign about rural development policies in (FYR) Macedonia 0 0 0 6 1 3 8 61
Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review 0 1 1 89 0 3 8 186
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market attachment 0 0 0 14 0 0 2 44
From homemakers to breadwinners? How mandatory kindergarten affects maternal labour market outcomes 0 1 3 6 1 3 8 20
Gender Differences in Wage Expectations 0 0 0 31 2 4 8 57
Gender Differences in Wage Expectations 0 0 0 32 1 3 7 56
How Residence Permits Affect the Labor Market Attachment of Foreign Workers: Evidence from a Migration Lottery in Liechtenstein 0 0 0 10 1 1 1 15
How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign 0 0 0 25 0 1 5 51
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 16 1 1 2 25
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 0 7 1 1 1 10
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score 0 0 0 113 1 1 3 356
How to control for many covariates? Reliable estimators based on the propensity score 0 0 0 145 1 2 4 357
How war affects political attitudes: evidence from eastern Ukraine 0 1 7 52 1 4 15 124
Identification of average treatment effects in social experiments under different forms of attrition 0 0 0 54 0 0 3 198
Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting 0 0 0 81 3 4 6 359
Including Covariates in the Regression Discontinuity Design 0 0 0 8 0 1 2 54
Including covariates in the regression discontinuity design 0 1 5 57 0 2 18 99
Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction 0 0 0 63 1 1 8 150
Interacting Treatments with Endogenous Takeup 0 0 0 12 1 2 2 10
It's never too LATE: A new look at local average treatment effects with or without defiers 0 0 2 85 1 3 11 120
Learning control variables and instruments for causal analysis in observational data 0 1 7 7 0 7 21 21
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 1 1 29 0 3 6 47
Machine Learning for Staggered Difference-in-Differences and Dynamic Treatment Effect Heterogeneity 9 14 26 77 27 40 87 152
Machine Learning with Screens for Detecting Bid-Rigging Cartels 0 0 3 130 1 4 14 212
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 0 0 2 50 1 3 14 143
On the development of students’ attitudes towards corruption and cheating in Russian universities 0 1 2 51 2 5 15 149
On the plausibility of the latent ignorability assumption 0 0 0 3 0 1 1 15
On the sensitivity of wage gap decompositions 0 0 0 16 1 2 5 48
Quantile Regression in the Presence of Sample Selection 0 2 2 612 1 5 11 1,211
Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation 1 1 3 293 1 2 7 973
Regional Differences in Perceived Corruption among Ukrainian Firms 0 0 1 54 0 1 6 157
Relaxing monotonicity in the identification of local average treatment effects 0 0 0 95 0 1 5 297
Sharp IV bounds on average treatment effects under endogeneity and noncompliance 0 0 0 110 1 2 5 310
Sharp bounds on causal effects under sample selection 0 0 3 98 0 3 8 278
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 1 1 33 1 2 3 243
Should welfare administration be centralized or decentralized? Evidence from a policy experiment 0 0 0 8 0 0 0 128
Statistical verification of a natural "natural experiment": Tests and sensitivity checks for the sibling sex ratio instrument 0 0 0 48 1 2 3 258
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data 0 0 2 22 0 0 3 44
Testing for covariate balance using quantile regression and resampling methods 0 0 0 132 0 0 4 738
Testing identification in mediation and dynamic treatment models 0 1 2 2 0 2 8 8
Testing instrument validity for LATE identification based on inequality moment constraints 0 1 1 108 2 6 8 465
Testing instrument validity in sample selection models 0 0 0 199 0 0 2 785
Testing the identification of causal effects in observational data 0 1 4 31 1 3 10 30
Testing the validity of the compulsory schooling law instrument 0 0 0 35 0 0 3 113
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of Their Employees 0 0 0 50 1 2 2 88
The Effect of Firms' Partial Retirement Policies on the Labour Market Outcomes of their Employees 0 0 0 36 0 1 1 141
The Effects of Gender and Parental Occupation in the Apprenticeship Market: An Experimental Evaluation 0 0 0 32 1 2 4 64
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 0 17 2 3 4 136
The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation 0 0 0 53 0 0 0 113
The Fiscal Response to Revenue Shocks 0 0 0 9 1 3 4 33
The causalweight package for causal inference in R 1 3 10 101 9 23 59 437
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 19 1 3 7 71
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 64 0 2 3 212
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 20 0 2 2 80
The effect of firms' partial retirement policies on the labour market outcomes of their employees 0 0 0 32 0 2 5 94
The effects of anti-corruption videos on attitudes towards corruption in a Ukrainian online survey 0 0 0 16 1 1 5 40
The finite sample performance of estimators for mediation analysis under sequential conditional independence 0 0 0 56 0 1 2 129
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 27 0 0 2 200
The finite sample performance of inference methods for propensity score matching and weighting estimators 0 0 0 72 0 1 3 189
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates 0 0 2 15 0 3 6 17
The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation 0 1 1 8 0 2 4 115
The fiscal response to revenue shocks 0 0 0 2 1 4 7 37
Transnational machine learning with screens for flagging bid-rigging cartels 0 0 0 20 0 1 4 46
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition 0 0 0 20 0 1 2 78
Treatment evaluation in the presence of sample selection 0 0 0 236 0 1 8 569
Treatment evaluation with multiple outcome periods under endogeneity and attrition 0 0 0 43 0 0 1 126
Why do tougher caseworkers increase employment? The role of programme assignment as a causal mechanism 0 0 1 98 0 2 4 227
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 82 1 1 1 73
Workplace Health Promotion and Labour Market Performance of Employees 0 0 0 105 0 1 3 180
Workplace health promotion and labour market performance of employees 0 0 0 17 1 2 2 46
Workplace health promotion and labour market performance of employees 0 0 0 42 0 2 6 88
Total Working Papers 21 94 300 7,187 120 370 1,137 19,387
1 registered items for which data could not be found

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 7 0 0 2 43
A Framework for Separating Individual-Level Treatment Effects From Spillover Effects 1 5 16 39 1 8 22 100
A Machine Learning Approach for Flagging Incomplete Bid-Rigging Cartels 0 1 3 3 1 3 8 10
A Test of the Conditional Independence Assumption in Sample Selection Models 0 0 1 33 1 3 5 86
A simple test for the ignorability of non-compliance in experiments 0 0 0 7 0 3 5 55
An introduction to causal discovery 0 1 1 1 1 6 7 7
Assessing the Effects of Seasonal Tariff‐rate Quotas on Vegetable Prices in Switzerland 0 0 1 10 0 1 4 44
Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition 0 0 0 4 1 1 4 11
Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets 0 0 0 1 0 1 6 10
Causal Pitfalls in the Decomposition of Wage Gaps 1 1 4 23 1 2 10 90
Causal mediation analysis with double machine learning 1 1 16 32 4 9 49 103
Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students 0 0 3 8 1 5 18 55
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery 0 1 1 7 0 4 8 42
Direct and Indirect Effects based on Changes-in-Changes 0 1 3 3 1 2 5 10
Direct and Indirect Effects under Sample Selection and Outcome Attrition 0 0 1 13 1 1 7 50
Direct and indirect effects of continuous treatments based on generalized propensity score weighting 1 1 2 15 3 3 12 60
Direct and indirect effects of training vouchers for the unemployed 0 0 0 27 0 2 5 79
Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables 0 0 3 43 0 0 5 186
Disentangling policy effects into causal channels 0 0 0 26 0 0 3 108
Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine 0 0 1 11 0 1 5 87
Do German Welfare-to-Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 0 0 2 4 10
Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment? 0 0 0 40 0 0 1 147
Does leaving welfare improve health? Evidence for Germany 0 0 0 48 0 1 1 149
Does preschool boost the development of minority children?: the case of Roma children 0 0 1 10 0 2 4 75
Double Machine Learning for Sample Selection Models 0 0 1 1 1 4 6 6
Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments 0 0 1 10 0 1 4 40
Evaluating (weighted) dynamic treatment effects by double machine learning 1 4 8 14 2 8 30 46
Evaluating an Information Campaign about Rural Development Policies in FYR Macedonia 0 0 0 0 1 2 2 61
Flagging cartel participants with deep learning based on convolutional neural networks 1 1 2 2 1 2 11 12
Gender differences in wage expectations 0 0 1 3 0 1 4 16
How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein 0 0 1 4 1 2 7 17
IDENTIFYING CAUSAL MECHANISMS (PRIMARILY) BASED ON INVERSE PROBABILITY WEIGHTING 1 1 3 28 2 3 8 119
Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition 0 0 0 1 0 0 0 29
Including Covariates in the Regression Discontinuity Design 1 3 9 32 1 4 16 83
Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction 0 0 0 3 0 1 3 10
It is never too LATE: a new look at local average treatment effects with or without defiers 0 0 1 1 0 2 5 5
Local Average and Quantile Treatment Effects Under Endogeneity: A Review 0 0 1 58 0 4 8 142
Machine learning with screens for detecting bid-rigging cartels 0 1 13 113 3 10 56 382
Nonparametric bootstrap for propensity score matching estimators 0 0 2 2 0 1 5 5
Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting 1 2 3 32 3 4 5 120
On the Plausibility of the Latent Ignorability Assumption 0 0 1 2 1 2 3 5
On the Sensitivity of Wage Gap Decompositions 0 1 2 15 0 2 5 68
Perceived Anonymity and Cheating in an Online Experiment 0 0 2 2 0 4 10 14
Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour 0 0 3 84 3 4 17 280
Sensitivity checks for the local average treatment effect 0 0 0 13 1 2 2 58
Sharp Bounds on Causal Effects under Sample Selection 0 0 0 6 0 0 1 51
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populations Under Endogeneity and Noncompliance 0 6 6 15 0 8 11 52
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 0 1 0 1 2 12
Should Welfare Administration be Centralized or Decentralized? Evidence from a Policy Experiment 0 0 1 13 0 2 6 69
Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints 1 5 5 77 1 8 11 258
Testing exclusion restrictions and additive separability in sample selection models 0 2 6 44 1 5 21 223
Testing for covariate balance using quantile regression and resampling methods 0 0 0 12 0 0 1 112
Testing the Validity of the Sibling Sex Ratio Instrument 0 0 1 9 0 0 3 95
Testing the validity of the compulsory schooling law instrument 0 0 0 9 1 2 3 64
The Effect of Firms’ Phased Retirement Policies on the Labor Market Outcomes of Their Employees 1 1 2 13 2 3 6 51
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence 0 0 0 6 1 2 4 47
The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators 0 0 1 22 2 6 9 102
The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates 0 0 0 0 1 2 2 2
The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation 0 0 0 14 0 0 1 91
The fiscal response to revenue shocks 0 2 4 7 1 5 14 25
The performance of estimators based on the propensity score 2 3 18 299 7 11 50 901
Time Preferences Across Language Groups: Evidence on Intertemporal Choices from the Swiss Language Border 0 0 4 18 1 2 10 42
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 5 57
Transnational machine learning with screens for flagging bid‐rigging cartels 0 0 5 15 0 0 22 52
Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition 0 0 0 6 0 3 4 31
Treatment Evaluation in the Presence of Sample Selection 1 1 1 20 1 3 7 78
When does gender occupational segregation start? An experimental evaluation of the effects of gender and parental occupation in the apprenticeship labor market 0 0 1 1 0 1 5 6
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism 0 0 4 54 0 1 6 153
Workplace health promotion and labour market performance of employees 1 1 1 23 2 7 8 111
Total Journal Articles 15 46 172 1,521 58 198 619 5,820

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 2 2 18 580 9 16 98 3,162
Total Software Items 2 2 18 580 9 16 98 3,162

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Statistics updated 2025-03-03