Abstract
In this paper, we investigate the relative performance of stocks and bonds for various investment horizons on the French Market. We use a new Markowian moving block bootstrap approach to take account for estimation risk. Furthermore, in the light of non normality of returns, we use two different risk approach as input in portfolio optimization - the traditional variance and a downside risk measure, the semi variance.
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