The conversation between human and AI assistant.
Http://imgur.com/dfg9RLY Can you tell me if tell me if the linearity assumption holds for this graph? why or why not?
How can we detect multicollinearity?
One common way to detect multicollinearity is by calculating the correlation matrix among the predictor variables. High correlations (either positive or negative) between two or more variables indicates the presence of multicollinearity.