This paper contributes to the academic debate on the pecking order theory and SMEs equity financing, in this equity financing gap. In order to address this problem, this study relies on the empirical design that is driven by the premises of the pecking order theory and distinguishes between the...

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...

In this paper, the authors develop a new tool to improve the short-term forecasting of real GDP growth in the euro area and Japan. This new tool, which uses unrestricted mixed-data sampling (U-MIDAS) regressions, allows an evaluation of the usefulness of a wide range of indicators in predicting...