High-Dimensional Dynamic Factor Models: A Selective Survey and Lines of Future Research

High-Dimensional Dynamic Factor Models are presented in detail: The main assumptions and their motivation, results, illustrations by means of elementary examples. In particular, the role singular ARMA models theory applications is discussed. emphasis on model classes structure theory, rather than estimation narrow sense. survey not comprehensive. Its aim to point out promising lines research that have yet been sufficiently developed.