We highlight herding of investors as one major risk factor that is typically ignored in statistical approaches to … portfolio modelling and risk management. Our survey focuses on smart-beta investing where such methods and investor herding seem … modelling herding risk which merit empirical analysis. This financial economists' perspective supplements the vast statistical …