Structural breaks detection and variable selection in dynamic linear regression via the Iterative Fused LASSO in high dimension

Angelo Milfont, Alvaro Veiga

We aim to develop a time series modeling methodology tailored to high-dimensional environments, addressing two critical challenges: variable selection from a large pool of candidat…