Please explain multiple linear regression and the determinants associated with it. Use the data from the attached file and Perform the regression modeling on the data; and interpret your result....

Please explain multiple linear regression and the determinants associated with it. Use the data from the attached file and Perform the regression modeling on the data; and interpret your result. Evaluate the associated correlation coefficients and discuss if there is consistency between the correlations and the coefficients in the regression model. It is highly recommended that you look at the correlation matrix first to avoid situations in which there is excessively high correlation in either direction. You need to have at least two independent variables in your model. Provide your work in detail. Include source of data among references. Ensure that the objective of the study is included in your write up before presenting the regression model.