Robust estimation and inference for high-dimensional time series

Time series data are collected across various fields, including finance (e.g., stock prices), neuroscience (e.g., EEG data), economics, medicine, and social sciences. For time series data, modelling techniques exist which provide ways to explain the behaviour of the process, make inferential statements about the observed data, and to forecast…