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In this video, I walk you through an approach for identifying and describing a quadratic functional relationship between a focal independent variable and the dependent variable in a linear regression that includes covariates. I discuss identification of non-linearity using residuals plots and an approach for graphing a quadratic functional relationship between the IV and DV while holding the covariates constant at their means.
The example is based around a discussion in Chapter 12 of Darlington & Hayes (2017) book: www.afhayes.co...
Download a copy of the data used in the video here: drive.google.c...
Supplemental powerpoint: drive.google.c...