Implement eigenWeightedZscore

[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.