their risk taking incentives. Exploring a large set of bank level financial data from 203
European banks during 2005–2013 we apply the cluster analysis. The results indicate a
number of two very different groups inside the dataset within each year, either using the
hierarchical trees or the k-means clustering algorithms. Also, the composition of the clusters
remains unchanged during crisis years compared with the pre-crisis for the vast majority of …