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Sven Klaaßen

Universität Hamburg (per OpenAlex) · OpenAlex

12 papers in scope · 5 published · 9 on the econ.EM arXiv · 72 citations · h-index 5 (over the papers listed here)

Related authors

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

  1. Philipp Bach
  2. Malte S. Kurz
  3. Martin Spindler
  4. Nils Skotara
  5. Lin Jia
  6. Victor Chernozhukov
  7. Jan Teichert-Kluge
  8. Oliver Schacht
  9. Daniel Grünbaum
  10. Sebastian Imhof
  11. Jan Rabenseifner
  12. Jannis Kueck
  13. Julius Schäper
  14. Christian Hansen
  15. Philipp Schwarz
  16. Annalivia Polselli
  17. Yizhi Liu
  18. Carlos Cinelli
  19. Pedro H. C. Sant’Anna
  20. Suhas Vijaykumar

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

(10 of 12)

Sensitivity Analysis for Causal ML: A Use Case at Booking.com
working paper2025 · arXiv
with Philipp Bach, Victor Chernozhukov, Carlos Cinelli, Lin Jia, Nils Skotara, Martin Spindler
Paper profile arXiv arXiv:2510.09109
Sensitivity Analysis for Treatment Effects in Difference-in-Differences Models using Riesz Representation
working paper2025 · arXiv
with Philipp Bach, Jannis Kueck, Mara Mattes, Martin Spindler
Paper profile arXiv arXiv:2510.09064
Effect Identification and Unit Categorization in the Multi-Score Regression Discontinuity Design with Application to LED Manufacturing
working paper2025 · arXiv
with Philipp Schwarz, Oliver Schacht, Johannes Oberpriller, Martin Spindler
Paper profile arXiv arXiv:2508.15692
Calibration Strategies for Robust Causal Estimation: Theoretical and Empirical Insights on Propensity Score-Based Estimators
working paper2025 · arXiv
with Jan Rabenseifner, Jannis Kueck, Philipp Bach
Paper profile arXiv arXiv:2503.17290
Estimation and uniform inference in sparse high-dimensional additive models
published2025 · Journal of Econometrics · 5 citations · first circulated 2020
with Philipp Bach, Jannis Kueck, Martin Spindler
Paper profile Journal of Econometrics arXiv:2004.01623
Management Decisions in Manufacturing using Causal Machine Learning -- To Rework, or not to Rework?
working paper2024 · arXiv · 2 citations
with Philipp Schwarz, Oliver Schacht, Daniel Grünbaum, Sebastian Imhof, Martin Spindler
Paper profile arXiv arXiv:2406.11308
Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study
working paper2024 · arXiv · 6 citations
with Philipp Bach, Oliver Schacht, Victor Chernozhukov, Martin Spindler
Paper profile arXiv arXiv:2402.04674
DoubleMLDeep: Estimation of Causal Effects with Multimodal Data
working paper2024 · arXiv · 2 citations
with Jan Teichert-Kluge, Philipp Bach, Victor Chernozhukov, Martin Spindler, Suhas Vijaykumar
Paper profile arXiv arXiv:2402.01785
DoubleML : An Object-Oriented Implementation of Double Machine Learning in R
published2024 · Journal of Statistical Software · 36 citations · first circulated 2021
with Philipp Bach, Malte S. Kurz, Victor Chernozhukov, Martin Spindler, Sven Klaassen
Paper profile Journal of Statistical Software arXiv:2103.09603 arXiv:2104.03220
Uniform inference in high-dimensional Gaussian graphical models
published2022 · Biometrika · 5 citations · first circulated 2018
with Jannis Kueck, Mark Spindler, Victor Chernozhukov, Jannis Kück, Martin Spindler
Paper profile Biometrika arXiv:1808.10532
Transformation Models in High Dimensions
published2021 · Journal of Business and Economic Statistics · 4 citations
with Jannis Kueck, Martin Spindler
Journal of Business and Economic Statistics
Instrument Validity Tests With Causal Forests
published2020 · Journal of Business and Economic Statistics · 12 citations
with Helmut Farbmacher, Raphael Guber
Journal of Business and Economic Statistics

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.