Relationships · Interactive concept

Comparing Groups with Ranks

What changes when we replace observed values with their ranks?

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The big picture: Comparing Groups with Ranks

What changes when we replace observed values with their ranks?

Why a policy analyst should care

Ranks reduce the leverage of extreme measurements and compare relative position, but the resulting test is not simply a test of means or always a test of medians.

Follow the idea from the opening question to a practical decision. These are the conceptual moves this module will develop:

1 Question Why compare ranks?
2 Explore Shift one distribution
3 Formalize From rank sums to U
4 Transfer Audit a rank-sum conclusion

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