Ganggang Xu

Two-way Homogeneity Pursuit for Quantile Network Vector Autoregression

We propose a two-way grouped network quantile (TGNQ) autoregression model for time series data observed on networks with substantial heterogeneity and complex directional interactions. Motivated by prior studies on network effects in directed networks, our model assigns each node...