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Science Advances|December 7, 2019
Detecting and quantifying causal associations in large nonlinear time series datasetsJakob Runge, Peer Nowack, Marlene Kretschmer, et al.Spatial Statistics|April 23, 2019
Spatial mapping with Gaussian processes and nonstationary Fourier featuresJean-Francois Ton, Seth Flaxman, Dino Sejdinovic, et al.Nature Communications|March 18, 2020
Causal networks for climate model evaluation and constrained projectionsPeer Nowack, Jakob Runge, Veronika Eyring, et al.Nature|December 9, 2021
Unrepresentative big surveys significantly overestimated US vaccine uptakeValerie C Bradley, Shiro Kuriwaki, Michael Isakov, et al.Chaos (Woodbury, N.Y.)|December 2, 2020
Reconstructing regime-dependent causal relationships from observational time seriesElena Saggioro, Jana de Wiljes, Marlene Kretschmer, et al.The International Journal of Biostatistics|November 26, 2021
A kernel- and optimal transport- based test of independence between covariates and right-censored lifetimesDavid Rindt, Dino Sejdinovic, David SteinsaltzProceedings of the National Academy of Sciences of the United States of America|July 20, 2021
Observational evidence that cloud feedback amplifies global warmingPaulo Ceppi, Peer NowackPhysical Review. E, Statistical, Nonlinear, and Soft Matter Physics|January 15, 2016
Quantifying information transfer and mediation along causal pathways in complex systemsJakob RungeIEEE Transactions on Visualization and Computer Graphics|May 19, 2026
Spatiotemporal Detection and Uncertainty Visualization of Atmospheric Blocking EventsMingzhe Li, Peer Nowack, Bei WangElife|January 24, 2015
Temporal structure in associative retrievalZeb Kurth-Nelson, Gareth Barnes, Dino Sejdinovic, et al.Pageof 10