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physics.data-an2017★ 111 cited
Subsampling scaling: a theory about inference from partly observed systems
Anna Levina, Viola Priesemann
In real-world applications, observations are often constrained to a small fraction of a system. Such spatial subsampling can be caused by the inaccessibility or the sheer size of t…
physics.data-an2016★ 126 cited
Inferring collective dynamical states from widely unobserved systems
Jens Wilting, Viola Priesemann
When assessing spatially-extended complex systems, one can rarely sample the states of all components. We show that this spatial subsampling typically leads to severe underestimati…