Mr. Greifeld said the compensation program was based on an analysis of the order book and what trades Nasdaq deemed as having been executed at an inferior price.

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"Everything today has a computer in it, " says Al Lee, director of quantitative analysis at PayScale.com, an online compensation comparison tool.

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