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Michael C. Knaus

University of Tübingen (from arXiv:2604.12818, 2026) · ORCID · OpenAlex

13 papers in scope · 7 published · 7 on the econ.EM arXiv · 253 citations · h-index 6 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Phillip Heiler
  2. Michael Lechner
  3. Gabriel Okasa
  4. Ehsanul Bashar Pranto
  5. Luknath Debnath
  6. Md Jahid Hasan Imran
  7. Md Shafin Sanyan Saad
  8. Muhtasim Munif Fahim
  9. Daniel Jacob
  10. Anthony Strittmatter
  11. Xing Yan
  12. Qi Wu
  13. Carolina Caetano
  14. Yiyan Huang
  15. Johannes Haupt
  16. Stefan Lessmann
  17. Felix Elwert
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  19. Chris Khawand
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Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(9 of 13)

Causal Graphs for Conditional Parallel Trends
working paper2026 · arXiv
with Henri Pfleiderer
Paper profile arXiv arXiv:2604.12818
On the role of the zero conditional mean assumption for causal inference in linear models
published2025 · Canadian Journal of Economics/Revue canadienne d économique · 2 citations · first circulated 2022
with Federico Crudu, Giovanni Mellace, Joeri Smits
Paper profile Canadian Journal of Economics/Revue canadienne d économique arXiv:2211.09502
Heterogeneity Analysis with Heterogeneous Treatments
working paper2025 · arXiv
with Phillip Heiler
Paper profile arXiv arXiv:2507.01517
Treatment Effect Estimators as Weighted Outcomes
working paper2024 · arXiv
Paper profile arXiv arXiv:2411.11559
How Does Post-Earnings Announcement Sentiment Affect Firms’ Dynamics? New Evidence from Causal Machine Learning
published2022 · Journal of Financial Econometrics · 2 citations
with Francesco Audrino, Jonathan Chassot, Chen Huang, Michael Lechner, Juan-Pablo Ortega
Journal of Financial Econometrics
Double machine learning-based programme evaluation under unconfoundedness
published2022 · Econometrics Journal · 99 citations · first circulated 2020
Paper profile Econometrics Journal arXiv:2003.03191
Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments
working paper2021 · arXiv · 1 citations
with Phillip Heiler
Paper profile arXiv arXiv:2110.01427
For better or worse? – The effects of physical education on child development
published2020 · Labour Economics · 28 citations · first circulated 2018
with Michael Lechner, Anne K. Reimers
Labour Economics
Heterogeneous Employment Effects of Job Search Programs
published2020 · The Journal of Human Resources · 62 citations
with Michael Lechner, Anthony Strittmatter
The Journal of Human Resources
Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence
working paper2019 · arXiv · 1 citations
with Michael Lechner, Anthony Strittmatter
Paper profile arXiv arXiv:1810.13237
WORK HOUR MISMATCH AND JOB MOBILITY: ADJUSTMENT CHANNELS AND RESOLUTION RATES
published2018 · Economic Inquiry · 18 citations · first circulated 2016
with Steffen Otterbach
Economic Inquiry
A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills
published2018 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 8 citations
Paper profile Journal of the Royal Statistical Society Series A (Statistics in Society) arXiv:1805.10300
Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach
working paper2017 · arXiv · 32 citations
with Michael Lechner, Anthony Strittmatter
Paper profile arXiv arXiv:1709.10279

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.