A very simple python program to implement Multiple Linear Regression using the LinearRegression class from sklearn.linear_model library. The program also does Backward Elimination to determine the best independent variables to fit into the regressor object of the LinearRegression class. The program uses the statsmodels.formula.api library to get the P values of the independent variables. The variables with P values greater than the significant value ( which was set to 0.05 ) are removed. The process is continued till variables with […]