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Niklas Pfister | Researchclopedia

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Niklas Pfister

50

Works

513

Citations

9

h-index

9

i10-index

Research Topics

Statistical Methods and Inference Advanced Causal Inference Techniques Bayesian Modeling and Causal Inference

Affiliations

University of Copenhagen2020–2023

Board of the Swiss Federal Institutes of Technology2017–2017

ETH Zurich2018–2019

Department of Mathematical Sciences2022–2022

Steel Tank Institute2025–2025

Top Works

Niklas Pfister,Peter Bühlmann,et al.

181 citations

Statistical Methods and Bayesian Inference

Fault Detection and Control Systems

Invariant Causal Prediction for Sequential Data

Niklas Pfister,Peter Bühlmann,et al.

201895 citations

Multiomic profiling of the liver across diets and age in a diverse mouse population

Evan G. Williams,Niklas Pfister,et al.

202150 citations

Learning stable and predictive structures in kinetic systems

Niklas Pfister,Stefan Bauer,et al.

201938 citations

Causal Models for Dynamical Systems

Jonas Peters,Stefan Bauer,et al.

202221 citations

Stabilizing variable selection and regression

Niklas Pfister,Evan G. Williams,et al.

202114 citations

Supervised learning and model analysis with compositional data

Shimeng Huang,Elisabeth Ailer,et al.

202314 citations

Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary Noise

Niklas Pfister,Sebastian Weichwald,et al.

201913 citations

Multi-Omic Profiling of the Liver Across Diets and Age in a Diverse Mouse Population

Evan G. Williams,Niklas Pfister,et al.

202011 citations