Oracle Properties and Finite Sample Inference of the Adaptive Lasso for Time Series Regression Models

Francesco Audrino, Lorenzo Camponovo

We derive new theoretical results on the properties of the adaptive least absolute shrinkage and selection operator (adaptive lasso) for time series regression models. In particula…