factors extracted from this data set exhibit similar behavior to those extracted from the original Stock and Watson data set …. The dominant factors are shown to be insensitive to outliers, but outliers do affect the relative influence of the series … literature. Finally, we show that factors extracted from our data set are useful for forecasting a range of macroeconomic series …