EconBase
← All authors

Philipp Bach

Freie Universität Berlin (from arXiv:2510.09064, 2025) · ORCID · OpenAlex

11 papers in scope · 4 published · 13 on the econ.EM arXiv · 107 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. Sven Klaaßen
  2. Martin Spindler
  3. Malte S. Kurz
  4. Victor Chernozhukov
  5. Lin Jia
  6. Nils Skotara
  7. Jan Teichert-Kluge
  8. Oliver Schacht
  9. Daniel Grünbaum
  10. Sebastian Imhof
  11. Jannis Kueck
  12. Jan Rabenseifner
  13. Christian Hansen
  14. Julius Schäper
  15. Annalivia Polselli
  16. Yizhi Liu
  17. Carlos Cinelli
  18. Philipp Schwarz
  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

(9 of 11)

Sensitivity Analysis for Causal ML: A Use Case at Booking.com
working paper2025 · arXiv
with Victor Chernozhukov, Carlos Cinelli, Lin Jia, Sven Klaaßen, 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 Sven Klaaßen, Jannis Kueck, Mara Mattes, Martin Spindler
Paper profile arXiv arXiv:2510.09064
Calibration Strategies for Robust Causal Estimation: Theoretical and Empirical Insights on Propensity Score-Based Estimators
working paper2025 · arXiv
with Sven Klaaßen, Jan Rabenseifner, Jannis Kueck
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 Sven Klaaßen, Jannis Kueck, Martin Spindler
Paper profile Journal of Econometrics arXiv:2004.01623
Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study
working paper2024 · arXiv · 6 citations
with Oliver Schacht, Victor Chernozhukov, Sven Klaaßen, Martin Spindler
Paper profile arXiv arXiv:2402.04674
DoubleMLDeep: Estimation of Causal Effects with Multimodal Data
working paper2024 · arXiv · 2 citations
with Sven Klaaßen, Jan Teichert-Kluge, 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 Malte S. Kurz, Victor Chernozhukov, Martin Spindler, Sven Klaaßen, Sven Klaassen
Paper profile Journal of Statistical Software arXiv:2103.09603 arXiv:2104.03220
Heterogeneity in the US gender wage gap
published2023 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 10 citations
with Victor Chernozhukov, Martin Spindler
Journal of the Royal Statistical Society Series A (Statistics in Society)
Closing the U.S. gender wage gap requires understanding its heterogeneity
working paper2018 · arXiv · 20 citations
with Victor Chernozhukov, Martin Spindler
Paper profile arXiv arXiv:1812.04345
Valid Simultaneous Inference in High-Dimensional Settings (with the hdm package for R)
working paper2018 · arXiv · 23 citations
with Victor Chernozhukov, Martin Spindler
Paper profile arXiv arXiv:1809.04951
Semiparametric count data modeling with an application to health service demand
published2017 · Econometrics and Statistics · 5 citations
with Helmut Farbmacher, Martin Spindler
Econometrics and 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.