Details about Michael C. Knaus
Access statistics for papers by Michael C. Knaus.
Last updated 2023-05-22. Update your information in the RePEc Author Service.
Short-id: pkn65
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Working Papers
2022
- Double Machine Learning based Program Evaluation under Unconfoundedness
Papers, arXiv.org View citations (16)
Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2020) View citations (17) Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2020) View citations (17)
See also Journal Article in The Econometrics Journal (2022)
- Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
Also in Papers, arXiv.org (2022) View citations (1)
- On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models
Papers, arXiv.org View citations (1)
- The Effect of Environmental Policies on Intrinsic Motivation: Evidence from the Eurobarometer Surveys
VfS Annual Conference 2022 (Basel): Big Data in Economics, Verein für Socialpolitik / German Economic Association
- The effect of environmental policies on environmental behaviors and intrinsic motivation: evidence from the European Union
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science
- What does OLS identify under the zero conditional mean assumption?
Discussion Papers on Economics, University of Southern Denmark, Department of Economics
2019
- A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills
Papers, arXiv.org 
Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2018) View citations (7)
See also Journal Article in Journal of the Royal Statistical Society Series A (2021)
2018
- For Better or Worse? The Effects of Physical Education on Child Development
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (4)
Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2018) View citations (4)
See also Journal Article in Labour Economics (2020)
- Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach
Papers, arXiv.org View citations (5)
Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2017) View citations (41) CEPR Discussion Papers, C.E.P.R. Discussion Papers (2017) View citations (31) Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2017) View citations (34)
See also Journal Article in Journal of Human Resources (2022)
- Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence
CEPR Discussion Papers, C.E.P.R. Discussion Papers View citations (39)
Also in Papers, arXiv.org (2018) View citations (29) Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2018) View citations (26) IZA Discussion Papers, Institute of Labor Economics (IZA) (2018) View citations (26)
See also Journal Article in The Econometrics Journal (2021)
- Predicting Match Outcomes in Football by an Ordered Forest Estimator
Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (2)
See also Chapter (2021)
2016
- Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (3)
Also in SOEPpapers on Multidisciplinary Panel Data Research, DIW Berlin, The German Socio-Economic Panel (SOEP) (2016) View citations (7)
See also Journal Article in Economic Inquiry (2019)
Journal Articles
2022
- Double machine learning-based programme evaluation under unconfoundedness
(Econometric methods for program evaluation)
The Econometrics Journal, 2022, 25, (3), 602-627 View citations (5)
See also Working Paper (2022)
- Heterogeneous Employment Effects of Job Search Programs: A Machine Learning Approach
Journal of Human Resources, 2022, 57, (2), 597-636 View citations (4)
See also Working Paper (2018)
2021
- A double machine learning approach to estimate the effects of musical practice on student’s skills
Journal of the Royal Statistical Society Series A, 2021, 184, (1), 282-300 View citations (3)
See also Working Paper (2019)
- Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence
(Semiparametric difference-in-differences estimators)
The Econometrics Journal, 2021, 24, (1), 134-161 View citations (22)
See also Working Paper (2018)
2020
- For better or worse? – The effects of physical education on child development
Labour Economics, 2020, 67, (C) 
See also Working Paper (2018)
2019
- WORK HOUR MISMATCH AND JOB MOBILITY: ADJUSTMENT CHANNELS AND RESOLUTION RATES
Economic Inquiry, 2019, 57, (1), 227-242 View citations (5)
See also Working Paper (2016)
Chapters
2021
- Predicting match outcomes in football by an Ordered Forest estimator
Chapter 22 in A Modern Guide to Sports Economics, 2021, pp 335-355 
See also Working Paper (2018)
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