Lead-lag detection and network clustering for multivariate time series with an application to the US equity market

Stefanos Bennett, Mihai Cucuringu, Gesine Reinert

In multivariate time series systems, it has been observed that certain groups of variables partially lead the evolution of the system, while other variables follow this evolution w…