High Dimensional Generalised Penalised Least Squares

Ilias Chronopoulos, Katerina Chrysikou, George Kapetanios

In this paper we develop inference for high dimensional linear models, with serially correlated errors. We examine Lasso under the assumption of strong mixing in the covariates and…