About
Biography
I am Lecturer in Econometrics at the University of Surrey's School of Economics. I hold a Ph.D in Economics from Universitat Pompeu Fabra and an MSc in Data Science from the Barcelona School of Economics.
ResearchResearch projects
with Christian Brownlees, R&R Journal of Econometrics
R&R Journal of Business and Economic Statistics
Research projects
with Christian Brownlees, R&R Journal of Econometrics
R&R Journal of Business and Economic Statistics
Publications
We propose a novel specification of the Dynamic Conditional Correlation (DCC) model based on an alternative normalization of the pseudo-correlation matrix called Projected DCC (Pro-DCC). Our modification consists in projecting, rather than rescaling, the pseudo-correlation matrix onto the set of correlation matrices in order to obtain a well defined conditional correlation matrix. A simulation study shows that projecting performs better than rescaling when the dimensionality of the correlation matrix is large. An empirical application to the constituents of the S&P 100 shows that the proposed methodology performs favorably to the standard DCC in an out-of-sample asset allocation exercise.