In this paper we provide a new dimension to business cycle analysis, going beyond the traditional focus on the co-movements and correlations in macroeconomic aggregates. We bring to light a significant form of firm level heterogeneity over the business cycle. We analyse the responsiveness of...

We bring to light a significant aspect of firm level heterogeneity over the business cycle. Analysing the responsiveness of firm growth (quoted UK companies) to aggregate shocks, we find that the effects of aggregate shocks are more pronounced for firms in the middle range of growth. Rapidly...

Recent event study literature has highlighted abnormal stock returns, particularly in short event windows. A common explanation is the cross-correlation of stock returns that are often enhanced during periods of sharp market movements. This suggests the misspecification of the underlying factor...