Please use this identifier to cite or link to this item: http://hdl.handle.net/2445/110548
Title: Resolution of optimization problems and construction of efficient portfolios: An application to the Euro Stoxx 50 index
Author: Adame-García, Víctor
Fernández Rodríguez, Fernando, 1954-
Sosvilla Rivero, Simón, 1961-
Keywords: Econometria
Optimització matemàtica
Assignació d'actius
Anàlisi de variància
Econometrics
Mathematical optimization
Asset allocation
Analysis of variance
Issue Date: 2017
Publisher: Universitat de Barcelona. Institut de Recerca en Economia Aplicada Regional i Pública
Abstract: We assess the effectiveness of various portfolio optimization strategies (only long allocations) applied to the components of the Euro Stoxx 50 index during the period 2002-2015. The sample under study contemplates episodes of high volatility and instability in financial markets, such as the Global Financial Crisis and the European Debt Crisis. This implies a real challenge in portfolio optimization strategies, since all the methodologies used are restricted to the assignment of positive weights. We use the daily returns for the asset allocation with a three year estimation window, keeping the assets in portfolio for one year. In the context of strategies with short-selling constraints, we contribute to the debate on whether naive diversification proves to be an effective alternative for the construction of the portfolio, as opposed to the portfolio optimization models. To that end, we analyse the out-of-sample performance of 16 strategies for the selection of assets and weights in the main stock index of the euro area. Our results suggest that a large number of strategies outperform both the naive strategy and the Euro Stoxx 50 index in terms of the profitability and Sharpe's ratio. Furthermore, the portfolio strategy based on the maximization of the diversification ratio provides the highest return and the classical strategy of mean-variance renders the highest Sharpe ratio, which is statistically different from the Euro Stoxx 50 index in the eriod under study.
Note: Reproducció del document publicat a: http://www.ub.edu/irea/working_papers/2017/201702.pdf
It is part of: IREA – Working Papers, 2017, R17/002
URI: http://hdl.handle.net/2445/110548
ISSN: 2014-1254
Appears in Collections:Documents de treball (Institut de Recerca en Economia Aplicada Regional i Pública (IREA))

Files in This Item:
File Description SizeFormat 
IR17-002_AdameGarcia_Resolution.pdf1.52 MBAdobe PDFView/Open


This item is licensed under a Creative Commons License Creative Commons