Cross Validation of Prediction Models for Seasonal Time Series by Parametric Bootstrapping
Out-of-sample prediction for the final portion of a sample is a popular tool for model selection in model-based forecasting.We suggest to add a simulation step to this exercise, where pseudo-samples are generated (parametrically bootstrapped), conditional on the observed data and on any of the candidate fr3781 models, and these pseudo-samples are p