Detecting Nonlinear Interactions in Complex Systems: Application in Financial Markets
Emerging or diminishing nonlinear interactions in the evolution of a complex system may signal a possible structural change in its underlying mechanism.This type of structural break may exist in many applications, such as in climate and finance, and standard methods for change-point detection may not be sensitive to it.In this article, we present a