Time-varying correlation network analysis of non-stationary multivariate time series with complex trends

Lujia Bai, Weichi Wu

This paper proposes a flexible framework for inferring large-scale time-varying and time-lagged correlation networks from multivariate or high-dimensional non-stationary time serie…