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The performance measures we present in this paper are all computed
as an average over candidate portfolios. Such averaging is necessary so that
the performance of the model is not biased by the choice of the portfolio.
In particular, long term fall or rise in prices, can by chance make a fixed
portfolio consistently profitable or lossy. To prevent bias of this nature
we always average over pairs of portfolios with opposing positions.