Outlier detection in high-dimensional datasets poses new challenges that have not been investigated in the literature. In this paper, we present an integrated methodology for the identification of outliers which is suitable for datasets with higher number of variables than observations. Our...

This paper introduces a new comprehensive data set on policies of a macroprudential nature in the banking sectors of the 28 member states of the European Union (EU) between 1995 and 2014. The Macroprudential Policies Evaluation Database (MaPPED) offers a detailed overview of the “life-cycle”...

This paper presents evidence that banks react to regulation in a forward-looking manner. A case study documents a reaction to Basel II as early as 2000, in other words about seven years prior to the implementation of the regulation in 2007. Based on the initial information released on Basel II,...

We study how banks manage their liquidity among the various assets at their disposal. We exploit the introduction of the ECB’s two-tier system which heterogeneously reduced the cost of additional reserves holdings. We find that the treated banks increase reserve holdings by borrowing on the...

We assess the impact of the Eurosystem's Targeted Long-Term Refinancing Operations (TLTROs) on the lending policies of euro area banks. We first build a theoretical model in which banks compete in the credit and deposit markets. We distinguish between direct and indirect effects. Direct effects...