Unraveling Spurious Properties of Interaction Networks with Tailored Random Networks
Unraveling Spurious Properties of Interaction Networks with Tailored Random Networks
We investigate interaction networks that we derive from multivariate time series with methods frequently employed in diverse scientific fields such as biology, quantitative finance, physics, earth and climate sciences, and the neurosciences. Mimicking experimental situations, we generate time series with finite length and varying frequency content but from independent stochastic …