Relationships · Mean comparison

Comparing Two Means

How large and how uncertain is the difference in means?

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The big picture: Comparing Two Means

How large and how uncertain is the difference in means?

Why a policy analyst should care

A mean difference expresses an interpretable contrast in the outcome’s units, while its standard error distinguishes observed separation from sampling variability.

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

1 Question How different are the means?
2 Explore Magnitude, spread, and precision
3 Formalize t, z, and standardized differences
4 Transfer Choose, report, and defend

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