Relation between team performance

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The correlation between operating income rank and season win percentage rank in 2014 for MLB franchises was 0.0002. This suggests that there is no relation between team performance (quality) and profitability. Based on the theories discussed in class, is this lack of a relationship expected? Explain.

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