This paper evaluates the performance of machine learning methods in forecasting stock returns. Compared to a linear benchmark model, interactions and non-linear effects help improve predictive performance. But machine learning models must be adequately trained and tuned to overcome the high...

This paper studies whether sentiment is rewarded with a significant risk premium on the European stock markets. We examine several sentiment proxies and identify the Economic Sentiment Indicator (ESI) from the EU Commission as the most relevant sentiment proxy for our sample. The analysis is...

The current study evaluates the performance of the Fama and French three-factor model in a global setting with stocks selected from 15 European countries. We employed the multivariate regression approach after sorting six portfolios according to size and book-to-market. The constituent stocks...

We analyze short-term reversal and medium-term momentum patterns in weekly stock returns in Europe. Focusing on raw and on stock-specific returns, our empirical results show for both return specifications i) a negative relation between weekly past returns and future returns in the short run and...

In this paper, we explore the interconnection and existing relationships between the Sovereign Credit Default Swaps (henceforth, CDS) and the stock markets of the main European countries. Thus, the goal of this paper is to test if the CDS premia can predict the stock market returns of the most...

Broker-dealer leverage has recently proven to be strongly procyclical, exhibiting impressive explanatory power for a large cross-section of asset returns in the US. In this paper we add empirical evidence to this finding, showing that European and German broker-dealers actively manage their...

The purpose of this paper is to determine the factors that shape the liquidity levels of euro area sovereign bonds. The values of liquidity measure and explanatory variables were calculated from the limitorder book dataset for almost five hundred bonds from six largest euro area sovereign bond...

Banks have always played an ambivalent role in financial markets. On the one hand, they provide essential services for the market; on the other hand, problems in the banking sector can send shock waves through the entire economy. Given this prominent role, it is not surprising that Pereira and...

Banks have always played an ambivalent role in financial markets. On the one hand, they provide essential services for the market; on the other hand, problems in the banking sector can send shock waves through the entire economy. Given this prominent role, it is not surprising that Pereira and...