Portfolio Optimization for Retail Investors, with the Approach of Multivariate GARCH Models

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Abstract:
In recent years, willingness to invest and trade of securities has been grown by retail investors. This group of investors, mainly trade in average or low volume levels, therefor they should consider some restrictions which have not been added to most classic financial portfolio optimization models such as Markowitz. Some of these limitations are transaction costs and the number of assets in the portfolio. In this paper, the constraints of model have been modified to maximizing the portfolio return and achieve better risk estimation and also five activated industrial indexes has been chosen since 2009 up to 2012 and optimal investment portfolio was formed with the noticed model. We hired, multivariate GARCH family models (MGARCH) as Vech, BEKK, CCC and DCC to reach conditional covariance’s matrix and then we calculate, the optimal portfolio weights for each group of industries.
Language:
Persian
Published:
International Journal of Industrial Engineering & Production Management, Volume:28 Issue: 1, 2017
Pages:
149 to 160
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