García-Hiernaux, Alfredo; Casals, José; Jerez, Miguel - In: Computational Statistics 27 (2012) 3, pp. 411-425
This paper discusses how to specify the order of a state-space model. To do so, we start by revising existing approaches and find in them two basic shortcomings: (i) some of them have a poor performance in short samples and (ii) most of them are not robust, meaning that their performance...