Joint estimation and model order selection for one dimensional ARMA models via convex optimization: a nuclear norm penalization approach

Stéphane Chrétien, Tianwen Wei, Basad Ali Hussain Al-sarray

The problem of estimating ARMA models is computationally interesting due to the nonconcavity of the log-likelihood function. Recent results were based on the convex minimization. J…