Linear Regression, Statistical Analysis, Data Science, Machine Learning, Data Analysis.
assumption above is not true, you can employ a couple of strategies. 1. You may want to employ a polynomial transformation to the independent variable if a relationship is not linear. 2. You may want to apply a nonlinear transformation. You may want to take a log or the square root as typical