Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence MC Knaus, M Lechner, A Strittmatter The Econometrics Journal 24 (1), 134-161, 2021 | 195 | 2021 |
Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach M Knaus, M Lechner, A Strittmatter Journal of Human Resources 57 (2), 597-636, 2022 | 110 | 2022 |
Double Machine Learning based Program Evaluation under Unconfoundedness MC Knaus The Econometrics Journal 25 (3), 602-627, 2022 | 96 | 2022 |
A double machine learning approach to estimate the effects of musical practice on student’s skills MC Knaus Journal of the Royal Statistical Society: Series A (Statistics in Society …, 2021 | 53 | 2021 |
Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments P Heiler, MC Knaus arXiv preprint arXiv:2110.01427, 2021 | 42 | 2021 |
For better or worse?–The effects of physical education on child development MC Knaus, M Lechner, AK Reimers Labour Economics 67, 101904, 2020 | 36 | 2020 |
Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates MC Knaus, S Otterbach Economic Inquiry 57 (1), 227-242, 2019 | 33 | 2019 |
Predicting match outcomes in football by an Ordered Forest estimator D Goller, MC Knaus, M Lechner, G Okasa A Modern Guide to Sports Economics, 335-355, 2021 | 6 | 2021 |
Swiss Active Labor Market Policy Evaluation Dataset M Lechner, M Knaus, M Huber, M Frölich, S Behncke, G Mellace, ... https://doi.org/10.23662/FORS-DS-1203-1, 2020 | 3 | 2020 |
How Does Post-Earnings Announcement Sentiment Affect Firms’ Dynamics? New Evidence from Causal Machine Learning F Audrino, J Chassot, C Huang, M Knaus, M Lechner, JP Ortega Journal of Financial Econometrics 22 (3), 575-604, 2024 | 2 | 2024 |
On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models F Crudu, MC Knaus, G Mellace, J Smits arXiv preprint arXiv:2211.09502, 2022 | 2 | 2022 |
Nachfrage II-Effekte durch das individuelle Sporttreiben M Lechner, M Knaus, C Cabane Hofmann 1 (190), 279-298, 2016 | 2 | 2016 |
Treatment Effect Estimators as Weighted Outcomes MC Knaus arXiv preprint arXiv:2411.11559, 2024 | | 2024 |
The effect of environmental policies on environmental behaviors and intrinsic motivation: evidence from the European Union P Bonev, L Gorkun-Voevoda, MC Knaus School of Economics and Political Science, Department of Economics …, 2022 | | 2022 |