When gender is removed from the regression the scatter plot of residuals versus predicted values changes, does this mean gender is why the plot from my original regression is just two vertical lines? Is it showing the male and female scores separately? The first photo is with gender included and the second is without. I am trying to deal with establishing if my data meets the assumption of linearity so if anyone can provide any advice that would be much appreciated.
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