Factor models (FM) are now widely used for forecasting with large set of time series. Another class of models, which … independent autoregressive processes are assumed for the series in the panel. We compare the forecasting abilities of FM and MAR … establish which conditions need to be satisfied for a FM to overperform MAR in terms of mean square forecasting error. The …