Mean reversion strategy pdf. (e.g., Exxon Mobil, Royal Dutch Shell, Total (TOT), Chevron (CVX) and BP (BP)). While we can do pair trading for each pair of stocks from such a set, can we have a mean-reversion strategy for the entire set? Demeaned returns make this a breeze. Let Ri, i = 1,,N be the returns for our historically correlated.

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  • This paper proposes a novel on-line portfolio selection strategy named “Confidence Weighted. Mean Reversion” (CWMR). Inspired by the mean reversion principle and the confidence weighted on-line learning technique, CWMR models a portfolio vector as Gaussian distribu- tion, and sequentially updates the distribution.

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