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Statistics for differential topological properties between datasets with an application to reservoir computers

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Recording (multidimensional) time series from dynamical systems in experiments or numerical studies on coupled systems is common. In many cases, we want to find relationships between systems or subsystems, but multidimensional data prevent simple graphical tes... ...