“A skilled data skeptic would see additional problems with that dataset. Mike Chen, director of portfolio management at PanAgora Asset Management, says there are even more issues to parse with that example — the need to correct for size, industry, and the nature of different job roles, are among just some of them. However, he adds, not accounting for those types of things is a common mistake.”


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