Tail-robust estimation of factor-adjusted vector autoregressive models for high-dimensional time series

Dylan Dijk, Haeran Cho

We study the problem of modelling high-dimensional, heavy-tailed time series data via a factor-adjusted vector autoregressive (VAR) model, which simultaneously accounts for pervasi…