IDEAS home Printed from https://ideas.repec.org/e/pkn65.html
   My authors  Follow this author

Michael C. Knaus

Personal Details

First Name:Michael
Middle Name:C.
Last Name:Knaus
Suffix:
RePEc Short-ID:pkn65
[This author has chosen not to make the email address public]
https://mcknaus.github.io/
Bluesky: @mcknaus.bsky.social
Terminal Degree:2018 School of Economics and Political Science; Universität St. Gallen (from RePEc Genealogy)

Affiliation

(99%) Wirtschaftswissenschaftlichen Fakultät
Eberhard-Karls-Universität Tübingen

Tübingen, Germany
http://www.wiwi.uni-tuebingen.de/
RePEc:edi:wftuede (more details at EDIRC)

(1%) Institute of Labor Economics (IZA)

Bonn, Germany
http://www.iza.org/
RePEc:edi:izaaade (more details at EDIRC)

Research output

as
Jump to: Working papers Articles Chapters

Working papers

  1. Phillip Heiler & Michael C. Knaus, 2025. "Heterogeneity Analysis with Heterogeneous Treatments," Papers 2507.01517, arXiv.org.
  2. Michael C. Knaus, 2024. "Treatment Effect Estimators as Weighted Outcomes," Papers 2411.11559, arXiv.org, revised Dec 2024.
  3. Bonev, Petyo & Gorkun-Voevoda, Liudmila & Knaus, Michael, 2022. "The Effect of Environmental Policies on Intrinsic Motivation: Evidence from the Eurobarometer Surveys," VfS Annual Conference 2022 (Basel): Big Data in Economics 264028, Verein für Socialpolitik / German Economic Association.
  4. Bonev, Petyo & Gorkun-Voevoda, Liudmila & Knaus, Michael, 2022. "The effect of environmental policies on environmental behaviors and intrinsic motivation: evidence from the European Union," Economics Working Paper Series 2207, University of St. Gallen, School of Economics and Political Science, revised Sep 2022.
  5. Crudu, Federico & Mellace, Giovanni & Smits, Joeri & Knaus, Michael, 2022. "What does OLS identify under the zero conditional mean assumption?," Discussion Papers on Economics 3/2022, University of Southern Denmark, Department of Economics, revised 15 Nov 2022.
  6. Federico Crudu & Michael C. Knaus & Giovanni Mellace & Joeri Smits, 2022. "On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models," Papers 2211.09502, arXiv.org.
  7. Phillip Heiler & Michael C. Knaus, 2021. "Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments," Papers 2110.01427, arXiv.org, revised Aug 2023.
  8. Michael C. Knaus, 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Papers 2003.03191, arXiv.org, revised Jun 2022.
  9. Michael C. Knaus, 2018. "A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills," Papers 1805.10300, arXiv.org, revised Jan 2019.
  10. Knaus, Michael C. & Lechner, Michael & Reimers, Anne K., 2018. "For Better or Worse? The Effects of Physical Education on Child Development," IZA Discussion Papers 11268, Institute of Labor Economics (IZA).
  11. Goller, Daniel & Knaus, Michael C. & Lechner, Michael & Okasa, Gabriel, 2018. "Predicting Match Outcomes in Football by an Ordered Forest Estimator," Economics Working Paper Series 1811, University of St. Gallen, School of Economics and Political Science.
  12. Michael C. Knaus & Michael Lechner & Anthony Strittmatter, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," Papers 1810.13237, arXiv.org, revised Dec 2018.
  13. Michael Knaus & Michael Lechner & Anthony Strittmatter, 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," Papers 1709.10279, arXiv.org, revised May 2018.
  14. Michael C. Knaus & Steffen Otterbach, 2016. "Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates," SOEPpapers on Multidisciplinary Panel Data Research 825, DIW Berlin, The German Socio-Economic Panel (SOEP).

Articles

  1. Francesco Audrino & Jonathan Chassot & Chen Huang & Michael Knaus & Michael Lechner & Juan-Pablo Ortega, 2024. "How Does Post-Earnings Announcement Sentiment Affect Firms’ Dynamics? New Evidence from Causal Machine Learning," Journal of Financial Econometrics, Oxford University Press, vol. 22(3), pages 575-604.
  2. Michael C Knaus, 2022. "Double machine learning-based programme evaluation under unconfoundedness [Econometric methods for program evaluation]," The Econometrics Journal, Royal Economic Society, vol. 25(3), pages 602-627.
  3. Michael C. Knaus & Michael Lechner & Anthony Strittmatter, 2022. "Heterogeneous Employment Effects of Job Search Programs: A Machine Learning Approach," Journal of Human Resources, University of Wisconsin Press, vol. 57(2), pages 597-636.
  4. Michael C Knaus & Michael Lechner & Anthony Strittmatter, 2021. "Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence," The Econometrics Journal, Royal Economic Society, vol. 24(1), pages 134-161.
  5. Michael C. Knaus, 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, Royal Statistical Society, vol. 184(1), pages 282-300, January.
  6. Knaus, Michael C. & Lechner, Michael & Reimers, Anne K., 2020. "For better or worse? – The effects of physical education on child development," Labour Economics, Elsevier, vol. 67(C).
  7. Michael C. Knaus & Steffen Otterbach, 2019. "Work Hour Mismatch And Job Mobility: Adjustment Channels And Resolution Rates," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 227-242, January.

Chapters

  1. Daniel Goller & Michael C. Knaus & Michael Lechner & Gabriel Okasa, 2021. "Predicting match outcomes in football by an Ordered Forest estimator," Chapters, in: Ruud H. Koning & Stefan Kesenne (ed.), A Modern Guide to Sports Economics, chapter 22, pages 335-355, Edward Elgar Publishing.

More information

Research fields, statistics, top rankings, if available.

Statistics

Access and download statistics for all items

Co-authorship network on CollEc

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 25 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.
  1. NEP-BIG: Big Data (14) 2017-08-27 2017-08-27 2017-09-03 2017-10-08 2018-06-25 2018-06-25 2018-11-05 2019-01-21 2019-03-04 2020-03-16 2020-03-30 2020-04-13 2021-10-11 2022-11-14. Author is listed
  2. NEP-ECM: Econometrics (8) 2018-06-25 2018-11-26 2020-03-16 2021-10-11 2022-03-14 2022-12-12 2024-12-30 2025-09-01. Author is listed
  3. NEP-CMP: Computational Economics (6) 2018-11-05 2019-01-21 2019-03-04 2020-03-16 2020-03-30 2020-04-13. Author is listed
  4. NEP-EXP: Experimental Economics (3) 2017-09-03 2020-03-16 2020-04-13
  5. NEP-CUL: Cultural Economics (2) 2018-06-25 2018-06-25
  6. NEP-EDU: Education (2) 2018-01-29 2018-02-12
  7. NEP-ENV: Environmental Economics (2) 2022-09-12 2022-11-14
  8. NEP-EUR: Microeconomic European Issues (2) 2017-08-27 2022-09-12
  9. NEP-HEA: Health Economics (2) 2018-01-29 2018-02-12
  10. NEP-LAB: Labour Economics (2) 2017-08-27 2017-10-08
  11. NEP-ORE: Operations Research (2) 2020-03-16 2022-03-14
  12. NEP-AGR: Agricultural Economics (1) 2022-11-14
  13. NEP-ENE: Energy Economics (1) 2022-09-12
  14. NEP-HRM: Human Capital and Human Resource Management (1) 2016-04-23
  15. NEP-NEU: Neuroeconomics (1) 2018-01-29
  16. NEP-PAY: Payment Systems and Financial Technology (1) 2019-03-04
  17. NEP-REG: Regulation (1) 2019-01-07
  18. NEP-RES: Resource Economics (1) 2022-09-12
  19. NEP-SPO: Sports and Economics (1) 2018-11-05

Corrections

All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. For general information on how to correct material on RePEc, see these instructions.

To update listings or check citations waiting for approval, Michael C. Knaus should log into the RePEc Author Service.

To make corrections to the bibliographic information of a particular item, find the technical contact on the abstract page of that item. There, details are also given on how to add or correct references and citations.

To link different versions of the same work, where versions have a different title, use this form. Note that if the versions have a very similar title and are in the author's profile, the links will usually be created automatically.

Please note that most corrections can take a couple of weeks to filter through the various RePEc services.

IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.