14. The Excel file Credit Approval Decisions provides information on credit history for a sample of banking customers. Use regression analysis to identify the best model for predicting the credit score as a function of the other numerical variables.

For the model you select, conduct further analysis to check for significance of the independent variables and for multicollinearity.