General Spatio-Temporal Factor Models for High-Dimensional Random Fields on a Lattice

Matteo Barigozzi, Davide La Vecchia, Hang Liu

Motivated by the need for analysing large spatio-temporal panel data, we introduce a novel dimensionality reduction methodology for $n$-dimensional random fields observed across a…