21 citations · 39 across the 10 of their papers we have counts for
3 papers · 1 filter
Factor-Augmented Machine Learning Panel Regressions
Andrii Babii, Luca Barbaglia, Eric Ghysels +1
This paper develops the asymptotic theory for high-dimensional panel data regressions in settings with cross-sectionally dependent errors driven by common shocks. We consider a fac…
Nowcasting and aggregation: Why small Euro area countries matter
Andrii Babii, Luca Barbaglia, Eric Ghysels +1
The paper studies the nowcasting of Euro area Gross Domestic Product (GDP) growth using mixed data sampling machine learning panel data regressions with both standard macro release…
Nowcasting economic activity in European regions using a mixed-frequency dynamic factor model
Luca Barbaglia, Lorenzo Frattarolo, Niko Hauzenberger +5
Timely information about the state of regional economies can be essential for planning, implementing and evaluating locally targeted economic policies. However, European regional a…