Penalized Quasi-likelihood Estimation and Model Selection in Time Series Models with Parameters on the Boundary

Heino Bohn Nielsen, Anders Rahbek

We extend the theory from Fan and Li (2001) on penalized likelihood-based estimation and model-selection to statistical and econometric models which allow for non-negativity constr…