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Sven Klaassen
Sven Klaassen
Verified email at uni-hamburg.de
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Year
DoubleML--An Object-Oriented Implementation of Double Machine Learning in R
P Bach, V Chernozhukov, MS Kurz, M Spindler, S Klaassen
Journal of Statistical Software 108 (3), 1-56, 2024
402024
Instrument validity tests with causal forests
H Farbmacher, R Guber, S Klaassen
Journal of Business & Economic Statistics 40 (2), 605-614, 2022
142022
Uniform inference in high-dimensional Gaussian graphical models
S Klaassen, J Kueck, M Spindler, V Chernozhukov
Biometrika 110 (1), 51-68, 2023
7*2023
Transformation models in high dimensions
S Klaassen, J Kueck, M Spindler
Journal of Business & Economic Statistics 40 (3), 1168-1178, 2022
7*2022
Uniform inference in high-dimensional generalized additive models
P Bach, S Klaassen, J Kueck, M Spindler
arXiv preprint arXiv:2004.01623, 2020
42020
Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study
P Bach, O Schacht, V Chernozhukov, S Klaassen, M Spindler
arXiv preprint arXiv:2402.04674, 2024
22024
Causally learning an optimal rework policy
O Schacht, S Klaassen, P Schwarz, M Spindler, D Grunbaum, S Imhof
The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 3-24, 2023
22023
A note on high-dimensional confidence regions
S Klaassen
arXiv preprint arXiv:2105.09028, 2021
12021
DoubleMLDeep: Estimation of Causal Effects with Multimodal Data
S Klaassen, J Teichert-Kluge, P Bach, V Chernozhukov, M Spindler, ...
arXiv preprint arXiv:2402.01785, 2024
2024
Causal Inference with Machine Learning
V Chernozhukov, MD Cinelli, E Duflo, I Fernandez-Val, C Hansen, ...
2022
Essays on Valid Inference in High-dimensions
S Klaaßen
Universität Hamburg, 2020
2020
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