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 proposes a new mutual exciting regime-switching model where crises can spread contagiously across countries. Each country has its own hidden stochastic process that determines whether it is in a normal or crisis regime. The mutual-excitation component allows interactions in the Markov...

We analyze the price dynamics of European allowances and international carbon credits in the second phase of the European carbon market. We develop and use a model combining fundamental drivers associated with the demand for quotas by installations and risk-return considerations related to the...

We study integration among a large sample of 1109 US banks over a quarter-century from 1990–2014. We define a bank's level of integration (measured in percentages) as the degree of dependence of its stock returns on common national banking factors. We show that the median US bank's integration...

We define and construct 'integration' for a large sample of 2287 US banks-measured by their level of exposure to common factors-during the period 1993-2019. Integration among US banks shows a steady increase and displays significantly high peaks during episodes of market distress such as the...

We define and measure integration among a sample of 357 US banks over 25 years from 1993 to 2017 and show that the median US bank's integration has increased significantly post-2005. During the great recession and the Eurozone crisis, integration levels among US banks display a significant rise...