On the selection of regression variables

The methods to minimize AIC or BIC criterion function for selection of regression variables are considered. The main calculations of some of these methods are completed economically and recursively. The methods are shown to be of strong consistency or overconsistency to the true model.Institute of Applied Mathematics, Academia Sinica