Forschung an der Juniorprofessur für Ökonometrie
Recent Publications and Discussion Papers
- Aktuelle Veröffentlichungen / Recent Publications
- Diskussionsarbeiten / Discussion Paper
Aktuelle Veröffentlichungen / Recent Publications:
- Philipp Bach, Sven Klaassen, Jannis Kueck, Martin Spindler, Estimation and Uniform Inference in Sparse High-Dimensional Additive Models. Journal of Econometrics, 249 (B), 105973. available at https://doi.org/10.1016/j.jeconom.2025.105973, arxiv, 2025.
- Philipp Bach, Oliver Schacht, Victor Chernozhukov, Sven Klaassen, Martin Spindler (2024), Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study, Conference on Causal Learning and Reasoning, Proceedings of Machine Learning Research, 236, 1065-1117, available online.
- Philipp Bach, Victor Chernozhukov, Martin Spindler (2024). Heterogeneity in the U.S. Gender Wage Gap. Journal of the Royal Statistical Society: Series A, 187(1), 209-230, available online.
- Philipp Bach, Victor Chernozhukov, Malte S. Kurz, , Martin Spindler, Sven Klaassen (2024). DoubleML - An Object-Oriented Implementation of Double Machine Learning in R. DoubleML: An Object-Oriented Implementation of Double Machine Learning in R. Journal of Statistical Software, 108(3), 1–56, available online.
- Philipp Bach, Victor Chernozhukov, Malte S. Kurz, , Martin Spindler (2022). DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python. Journal of Machine Learning Research 23 (53), 1–6, available online.
- Philipp Bach, Helmut Farbmacher, Martin Spindler, Semiparametric count data modeling with an application to health service demand, Econometrics and Statistics, 8, 125-140, 2018, available online
Diskussionsarbeiten / Recent Discussion Papers:
- Jan Rabenseifner, Sven Klaassen, Jannis Kueck, Philipp Bach, Calibration Strategies for Robust Causal Estimation: Theoretical and Empirical Insights on Propensity Score Based Estimators, available at arxiv, 2025.
- Philipp Bach, Victor Chernozhukov, Sven Klaassen, Martin Spindler, Jan Teichert-Kluge, Suhas Vijaykumar, Adventures in Demand Analysis Using AI, Working Paper, available at arxiv, 2024.
- Sven Klaassen, Jan Teichert-Kluge, Philipp Bach, Victor Chernozhukov, Martin Spindler, Suhas Vijaykumar, DoubleMLDeep: Estimation of Causal Effects with Multimodal Data, available at arxiv, 2024.
