Blein, Thomas

Variable selection in sparse GLARMA models

2022 · HAL (Le Centre pour la Communication Scientifique Directe)

In this paper, we propose a novel and efficient two-stage variable selection approach for sparse GLARMA models, which are pervasive for modeling discrete-valued time series. Our approach consists in iteratively combining the estimation of the …