For the provided data, develop a regression model for overall satisfaction as a function of years of service and department that has the largest R?. Note that the categorical variable department has multiple levels and will require the use of multiple dummy variables. Which department, if any, has the highest impact on satisfaction? Click the icon to view the job satisfaction data. Determine the regression model for overall satisfaction as a function of years of service and department that has the largest R? Let "Administrative" be the baseline department, let X, represent Maintenance, let X, represent Management, let Xz represent Production, let X4 represent Quality Control, and let X, represent Shipping / Receiving, coding each department variable with a 1 if the person is in that department and 0 otherwise. In addition, let Xa represent Years. Enter the terms of the equation so that the XK-values are in ascending numerical order by base. Select the correct choice below and fill in any answer boxes within your choice. (Type integers or decimals rounded to three decimal places as needed.) OA. OB 1X + x + x3 + ( xe O c. OD O E. X OF. i Job Satisfaction Data - X Tools and Information 3 5 Work/Life Balance 5 2 2 2 Satisfaction 9 3 5 4 10 9 9 4 5 4 5 5 5 4 Department Management Administrative Production Production Quality Control Maintenance Maintenance Production Quality Control Production Production Production Production Production Production Shipping / Receiving Production Production Production Management Production Shipping / Receiving Management Administrative Production Shipping / Receiving Production Shipping / Receiving Production Production Administrative Shipping / Receiving Years 1 16 16 15 1 17 15 13 11 3 6 1 3 2 3 21 2 2 15 3 5 8 3 2 8 32 17 2 15 5 14 18 Work Ideas Communication Recognition Training Conditions 5 4 4 3 5 2 3 2 2 3 4 2 3 1 5 5 5 4 3 5 5 5 3 4 3 4 4 5 5 5 5 2 2 1 3 3 5 4 4 3 4 3 4 3 5 4 4 4 5 3 4 3 3 2 3 2 2 3 2 4 3 4 3 3 4 5 4 4 4 4 3 3 4 4 5 2 3 3 2 2 2 2 2 2 2 2 3 4 4 4 4 5 5 3 3 2 3 2 4 2 4 3 4 3 3 5 5 5 5 5 3 4 5 2 4 2 2 4 3 2 2 5 4 4 4 5 + + + + NNN 7 4 3 8 8 5 6 10 9 3 6 8 Print Done For the provided data, develop a regression model for overall satisfaction as a function of years of service and department that has the largest R?. Note that the categorical variable department has multiple levels and will require the use of multiple dummy variables. Which department, if any, has the highest impact on satisfaction? Click the icon to view the job satisfaction data. Determine the regression model for overall satisfaction as a function of years of service and department that has the largest R? Let "Administrative" be the baseline department, let X, represent Maintenance, let X, represent Management, let Xz represent Production, let X4 represent Quality Control, and let X, represent Shipping / Receiving, coding each department variable with a 1 if the person is in that department and 0 otherwise. In addition, let Xa represent Years. Enter the terms of the equation so that the XK-values are in ascending numerical order by base. Select the correct choice below and fill in any answer boxes within your choice. (Type integers or decimals rounded to three decimal places as needed.) OA. OB 1X + x + x3 + ( xe O c. OD O E. X OF. i Job Satisfaction Data - X Tools and Information 3 5 Work/Life Balance 5 2 2 2 Satisfaction 9 3 5 4 10 9 9 4 5 4 5 5 5 4 Department Management Administrative Production Production Quality Control Maintenance Maintenance Production Quality Control Production Production Production Production Production Production Shipping / Receiving Production Production Production Management Production Shipping / Receiving Management Administrative Production Shipping / Receiving Production Shipping / Receiving Production Production Administrative Shipping / Receiving Years 1 16 16 15 1 17 15 13 11 3 6 1 3 2 3 21 2 2 15 3 5 8 3 2 8 32 17 2 15 5 14 18 Work Ideas Communication Recognition Training Conditions 5 4 4 3 5 2 3 2 2 3 4 2 3 1 5 5 5 4 3 5 5 5 3 4 3 4 4 5 5 5 5 2 2 1 3 3 5 4 4 3 4 3 4 3 5 4 4 4 5 3 4 3 3 2 3 2 2 3 2 4 3 4 3 3 4 5 4 4 4 4 3 3 4 4 5 2 3 3 2 2 2 2 2 2 2 2 3 4 4 4 4 5 5 3 3 2 3 2 4 2 4 3 4 3 3 5 5 5 5 5 3 4 5 2 4 2 2 4 3 2 2 5 4 4 4 5 + + + + NNN 7 4 3 8 8 5 6 10 9 3 6 8 Print Done