A semi-parametric estimation method for quantile coherence with an application to bivariate financial time series clustering

Cristian F. Jiménez-Varón, Ying Sun, Ta-Hsin Li

In multivariate time series analysis, spectral coherence measures the linear dependency between two time series at different frequencies. However, real data applications often exhi…