Assumptions in the model : There should be a linear relationship between dependent (response) variable and independent (predictor) variable(s). If we fit a linear model to a non-linear, the regression model would not capture the trend mathematically, thus resulting in an inefficient model. Also this will result in erroneous prediction on out of sample data There should be no relationship between the…