An approach to portfolio selection using an ARX predictor for securities' risk and return

► ARX model is used to provide risk and return of selected securities. ► Markowitz methodology is used to minimize portfolios' risks. ► Securities were selected from Brazilian stock market (BOVESPA). ► Effective portfolios could be found with ARX predictor and Markowitz methodology.