Original scientific paper
https://doi.org/10.1515/bsrj-2016-0014
Dynamic Portfolio Selection on Croatian Financial Markets: MGARCH Approach
Tihana Škrinjarić
orcid.org/0000-0002-9310-6853
; Faculty of Economics and Business, University of Zagreb, Croatia
Boško Šego
orcid.org/0000-0003-0127-3572
; Faculty of Economics and Business, University of Zagreb, Croatia
Abstract
Background: Investors on financial markets are interested in finding trading strategies which could enable them to beat the market. They always look for best possibilities to achieve above-average returns and manage risks successfully. MGARCH methodology (Multivariate Generalized Autoregressive Conditional Heteroskedasticity) makes it possible to model changing risks and return dynamics on financial markets on a daily basis. The results could be used in order to enhance portfolio formation and restructuring over time. Objectives: This study utilizes MGARCH methodology on Croatian financial markets in order to enhance portfolio selection on a daily basis. Methods/Approach: MGARCH methodology is applied to the stock market index CROBEX, the bond market index CROBIS and the kuna/euro exchange rate in order to model the co-movements of returns and risks on a daily basis. The estimation results are then used to form successful portfolios. Results: Results indicate that using MGARCH methodology (the CCC and the DCC model) as guidance when forming and rebalancing a portfolio contributes to less portfolio volatility and greater cumulated returns compared to strategies which do not take this methodology into account. Conclusions: It is advisable to use MGARCH methodology when forming and rebalancing portfolios in terms of portfolio selection.
Keywords
Zagreb Stock Exchang; DCC and CCC GARCH; risk hedging; volatility
Hrčak ID:
166327
URI
Publication date:
1.9.2016.
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