New method selects best autoregressive model for non-normal innovations.
The article discusses how to estimate and choose the best model for autoregressive models with non-normal innovations. The researchers developed a method to determine the order of the autoregression and the distribution model for the innovations. They found that the method of moments estimators can accurately estimate the parameters, and the focussed information criterion is effective for selecting the best model.