Seongmin Kim

Bayesian Generalized Network Autoregressive Model with Structured Shrinkage and Persistence Priors

A Bayesian generalized network autoregressive model for multivariate time series whose component series are associated with the nodes of a known network achieves point-forecast performance comparable to GNAR while additionally providing posterior inference on own-lag and network-lag effects and posterior predictive unc...