Checking assumptions/bias for regression: Graphical

scatterplot of predictor & outcome variables (linearity); histogram of standardized residuals and normal Q-Q plot (normality); scatterplot of Zresid and Zpred to look for line and funneling (linearity and homoscedasticity)