Stock, James H.; Watson, Mark W. - 2006
models. The past decade, however, has seen considerable progress in the development of time series forecasting methods that … exploit many predictors, and this chapter surveys these methods. The first group of methods considered is forecast combination … (forecast pooling), in which a single forecast is produced from a panel of many forecasts. The second group of methods is based …