OLS preparation · Bridge

Correlation and the Standardized Slope

A slope preserves outcome units; correlation standardizes both variables.

Page 1 of 7 · Big Picture

The big picture: Correlation and the Standardized Slope

What does a one-predictor slope add to correlation?

Why a policy analyst should care

Correlation and a simple slope describe the same linear association on different scales, clarifying what changes when units are standardized or retained.

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

1 Question What does a one-predictor slope add to correlation?
2 Explore Rescale the predictor
3 Formalize Slope and correlation are connected
4 Transfer Report a meaningful slope

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