based on traditional time series models. For independent and identically distributed observations, cross-validation is the … preferred. In this paper, we perform a comprehensive empirical study of eight common validation schemes. We introduce a study … results demonstrate that, even for relatively small perturbations, commonly used cross-validation schemes often yield …

based on traditional time series models. For independent and identically distributed observations, cross-validation is the … preferred. In this paper, we perform a comprehensive empirical study of eight common validation schemes. We introduce a study … results demonstrate that, even for relatively small perturbations, commonly used cross-validation schemes often yield …

We propose a general protocol for calibration and validation of complex simulation models by an approach based on … theoretical model, another estimated from a set of observed data. Validation is conceived as a measure of matching between the …