In this paper we present a framework that combines some ideas of the behavi
oral modeling approach and the prediction error modeling approach. It is sh
own that the proposed model selection procedure can be rephrased as an opti
mization problem that only depends on the model parameters. Experiments ill
ustrate the potential of the so-called misfit versus latency framework. (C)
2001 Elsevier Science Ltd. All rights reserved.