Discussion on“on studying extreme values and systematic risks with nonlinear time series models and tail dependence measures”

Extreme value theory provides essential mathematical foundations formodelling tail risks and has wide applications.The emerging of big and heterogeneous data calls for the development of new extreme value theory and methods.For studying high-dimensional extremes and extreme clusters in time series,an important problem is how to measure and test for tail dependence between random variables.