Model selection has been proven an effective strategy for improving accuracy in time series forecasting applications. However, when dealing with hierarchical series, apart from selecting the most appropriate model, forecasters have also to select a suitable method reconciling base forecasts produced each make sure they are coherent. Although some methods like minimum trace strongly supported bo...