Publications

Preprints

• Carl, D., Emmenegger, C., Bühlmann, P., and Guo, Z. (2023). TSCI: two stage curvature identification for causal inference with invalid instruments. Preprint arXiv:2304.00513.
• Näf, J., Emmenegger, C., Bühlmann, P., and Meinshausen, N. (2023). Confidence and Uncertainty Assessment for Distributional Random Forests. Preprint arXiv:2302.05761.
• Emmenegger, C., Spohn, M.-L., and Bühlmann, P. (2022). Treatment Effect Estimation from Observational Network Data using Augmented Inverse Probability Weighting and Machine Learning. Preprint arXiv:2206.14591.

2023

• Emmenegger, C. and Bühlmann, P. (2021). Double Machine Learning for Partially Linear Mixed-Effects Models with Repeated Measurements. To appear in the Scandinavian Journal of Statistics. Preprint arXiv:2108.13657.

2021

• Emmenegger, C. and Bühlmann, P. (2021). Regularizing Double Machine Learning in Partially Linear Endogenous Models. Electronic Journal of Statistics 15, 6461-6543. Download.