When are Google data useful to nowcast GDP? An approach via pre-selection and shrinkage

Laurent Ferrara, Anna Simoni

Alternative data sets are widely used for macroeconomic nowcasting together with machine learning--based tools. The latter are often applied without a complete picture of their the…