... restrictions does improve the out-of-sample predictability of market excess returns. In both countries, we find that the diffusion index is the best forecasting method, which substantiates the results obtained in the USA by Ludvigson and Ng (2007) and Rapach and Zhou (2013) . Return predictability has been...