EconPapers    
Economics at your fingertips  
 

Details about Michael C. Knaus

Homepage:https://mcknaus.github.io/
Workplace:Wirtschaftswissenschaftlichen Fakultät (School of Business and Economics), Eberhard-Karls-Universität Tübingen (University of Tuebingen), (more information at EDIRC)
Institute of Labor Economics (IZA), (more information at EDIRC)

Access statistics for papers by Michael C. Knaus.

Last updated 2023-05-22. Update your information in the RePEc Author Service.

Short-id: pkn65


Jump to Journal Articles Chapters

Working Papers

2022

  1. Double Machine Learning based Program Evaluation under Unconfoundedness
    Papers, arXiv.org Downloads View citations (16)
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2020) Downloads View citations (17)
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2020) Downloads View citations (17)

    See also Journal Article in The Econometrics Journal (2022)
  2. Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments
    IZA Discussion Papers, Institute of Labor Economics (IZA) Downloads View citations (1)
    Also in Papers, arXiv.org (2022) Downloads View citations (1)
  3. On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models
    Papers, arXiv.org Downloads View citations (1)
  4. 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 Downloads
  5. 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 Downloads
  6. What does OLS identify under the zero conditional mean assumption?
    Discussion Papers on Economics, University of Southern Denmark, Department of Economics Downloads

2019

  1. A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills
    Papers, arXiv.org Downloads
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2018) Downloads View citations (7)

    See also Journal Article in Journal of the Royal Statistical Society Series A (2021)

2018

  1. For Better or Worse? The Effects of Physical Education on Child Development
    IZA Discussion Papers, Institute of Labor Economics (IZA) Downloads View citations (4)
    Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2018) Downloads View citations (4)

    See also Journal Article in Labour Economics (2020)
  2. Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach
    Papers, arXiv.org Downloads View citations (5)
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2017) Downloads View citations (41)
    CEPR Discussion Papers, C.E.P.R. Discussion Papers (2017) Downloads View citations (31)
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2017) Downloads View citations (34)

    See also Journal Article in Journal of Human Resources (2022)
  3. Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence
    CEPR Discussion Papers, C.E.P.R. Discussion Papers Downloads View citations (39)
    Also in Papers, arXiv.org (2018) Downloads View citations (29)
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2018) Downloads View citations (26)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2018) Downloads View citations (26)

    See also Journal Article in The Econometrics Journal (2021)
  4. Predicting Match Outcomes in Football by an Ordered Forest Estimator
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science Downloads View citations (2)
    See also Chapter (2021)

2016

  1. Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates
    IZA Discussion Papers, Institute of Labor Economics (IZA) Downloads View citations (3)
    Also in SOEPpapers on Multidisciplinary Panel Data Research, DIW Berlin, The German Socio-Economic Panel (SOEP) (2016) Downloads View citations (7)

    See also Journal Article in Economic Inquiry (2019)

Journal Articles

2022

  1. Double machine learning-based programme evaluation under unconfoundedness
    (Econometric methods for program evaluation)
    The Econometrics Journal, 2022, 25, (3), 602-627 Downloads View citations (5)
    See also Working Paper (2022)
  2. Heterogeneous Employment Effects of Job Search Programs: A Machine Learning Approach
    Journal of Human Resources, 2022, 57, (2), 597-636 Downloads View citations (4)
    See also Working Paper (2018)

2021

  1. 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 Downloads View citations (3)
    See also Working Paper (2019)
  2. Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence
    (Semiparametric difference-in-differences estimators)
    The Econometrics Journal, 2021, 24, (1), 134-161 Downloads View citations (22)
    See also Working Paper (2018)

2020

  1. For better or worse? – The effects of physical education on child development
    Labour Economics, 2020, 67, (C) Downloads
    See also Working Paper (2018)

2019

  1. WORK HOUR MISMATCH AND JOB MOBILITY: ADJUSTMENT CHANNELS AND RESOLUTION RATES
    Economic Inquiry, 2019, 57, (1), 227-242 Downloads View citations (5)
    See also Working Paper (2016)

Chapters

2021

  1. Predicting match outcomes in football by an Ordered Forest estimator
    Chapter 22 in A Modern Guide to Sports Economics, 2021, pp 335-355 Downloads
    See also Working Paper (2018)
 
Page updated 2023-06-07