I have conducted a hierarchical regression with 2 categorical variables. One of which I am controlling for (ethnicity-dummy coded).
I need to check the assumptions of normality, linearity and homoscedasticity of residuals. My question is, do I check the distribution of the residuals at each of the 2 levels of my independent variable, or do I need to check the distribution of the residuals all together (simultaneously)?.