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Implement eigenWeightedZscore #31

@lianos

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@lianos

The eigenWeightedMean is a pretty hand single-sample score, however its score can be driving by outliers with high expression.

We can try calculating gene weights in the same way we do in eigenWeightedMean, but produce a score that is eigen-weighted average of the gene z-scores.

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