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Re-expressing Data: Get it Straight!. Ch. 10. What we’ve done. What we’re going to do. Use what we’ve learned about linear models to apply to non-linear relationships. Modeled approximately linear relationships with a linear model. US Population. Goals of Re-expression.
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What we’ve done What we’re going to do Use what we’ve learned about linear models to apply to non-linear relationships • Modeled approximately linear relationships with a linear model
Goals of Re-expression • Goal 1: Make the distribution of a variable more symmetric • Goal 2: Make the spread of several groups more alike, even if their centers differ • Goal 3: Make the form of a scatterplot more linear • Goal 4: Make the scatter in a scatterplot spread out evenly rather than thickening at one end