We examine which factor model best captures systematic return covariation by focusing on the economic implications for portfolio risk control. The pairwise variance equality test and the model confidence set procedure suggest that the Fama and French (2015) five-factor model, the Barillas and...

We survey the literature on stock return forecasting, highlighting the challenges faced by forecasters as well as strategies for improving return forecasts. We focus on U.S. equity premium forecastability and illustrate key issues via an empirical application based on updated data. Some studies...

We propose direct multiple time series models for predicting high dimensional vectors of observable realized global minimum variance portfolio (GMVP) weights computed based on high-frequency intraday returns. We apply Lasso regression techniques, develop a class of multiple AR(FI)MA models for...

Realized covariance models specify the conditional expectation of a realized covariance matrix as a function of past realized covariance matrices through a GARCH-type structure. We compare the forecasting performance of several such models in terms of economic value, measured through economic...

We examine the effect of ambiguity exposure on the cross-section of stock returns in the US equity market. In order to quantify ambiguity, we use a recently-developed methodology that measures ambiguity by perturbations in uncertain probabilities, and aversion to ambiguity by aversion to...

A common approach to dealing with missing data is to estimate the model on the common subset of data, by necessity throwing away potentially useful data. We derive a new probit type estimator for models with missing covariate data where the dependent variable is binary. For the benchmark case of...

Bonds are among the main source of external funding for Italian banks and one of the most important financial assets held by Italian households. The bond-to-deposit ratio of Italian banks is about 40%, the highest value in Europe after Germany, while the share of bank bonds on Italian...

The purpose of this the article is to investigate if the Fama and French three-factor model is able to explain the variations in stock returns in Italian market. We choose Italian market as it is a weak equity market, characterized by small listed firms. Asset pricing literature believes that...