Medeiros, Marcelo C.; Teräsvirta, Timo; Rech, Gianluigi - Economics Institute for Research (SIR), … - 2002
This paper is concerned with modelling time series by single hidden-layer feedforward neural network models. A coherent modelling strategy based on statistical inference is presented. Variable selection is carried out using existing techniques. The problem of selecting the number of hidden units...