Simpson's Paradox

Overall:males more likely to be admitted

Within most departments: females more likely 

When controlling for department, relationship between gender and admission status is reversed

Potential reason:

 Women tended to apply competitive departments with low admission rates.

Men tended to apply to less competitive departments with high admission.

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