For the provided data, develop a regression model for overall satisfaction as a function of years of service and department that has the largest R2. 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? Question content area bottom Part 1 Determine the regression model for overall satisfaction as a function of years of service and department that has the largest R2. Let "Administrative" be the baseline department, let X1 represent Maintenance, let X2 represent Management, let X3 represent Production, let X4 represent Quality Control, and let X5 represent Shipping / Receiving, coding each department variable with a 1 if the person is in that department and 0 otherwise. In addition, let X6 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.) A. enter your response here +(enter your response here )Xenter your response here B. enter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here C. enter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here D. enter your response here +(enter your response here )X1+(enter your response here )X2+(enter your response here )X3+(enter your response here )X4+(enter your response here )X5+(enter your response here )X6 E. enter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here F. enter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here) Xenter your response here +(enter your response here) Department Years Ideas Communication Recognition Training Work Conditions Tools and Information Work/Life Balance Satisfaction Management 1 5 4 4 3 5 3 5 9 Administrative 16 2 3 2 2 4 5 2 3 Production 16 2 3 2 4 4 4 2 5 Production 15 2 3 1 4 4 4 2 4 Quality Control 1 5 5 5 5 5 5 5 10 Maintenance 17 5 4 3 5 5 5 3 8 Maintenance 15 5 5 5 5 5 5 5 9 Production 13 3 3 3 4 4 4 3 8 Quality Control 11 3 4 4 4 5 5 2 7 Production 3 5 5 5 5 5 5 5 10 Production 6 2 2 1 3 3 4 2 4 Production 1 5 4 4 3 4 5 5 9 Production 3 3 4 3 4 5 5 4 7 Production 2 4 4 4 4 5 5 5 8 Production 3 3 4 3 3 2 4 4 6 Shipping / Receiving 21 3 2 2 3 2 4 3 5 Production 2 4 3 4 3 3 4 4 6 Production 2 4 5 4 4 4 4 4 8 Production 15 5 4 3 4 3 5 3 7 Management 3 3 4 3 3 4 5 5 8 Production 5 4 5 3 2 3 5 4 7 Shipping / Receiving 8 3 2 2 2 2 4 2 4 Management 3 2 2 2 2 3 5 3 3 Administrative 2 4 4 3 4 4 5 3 9 Production 8 5 5 3 5 3 5 3 8 Shipping / Receiving 32 2 3 2 4 2 5 3 5 Production 17 4 3 4 3 3 5 2 6 Shipping / Receiving 2 5 5 5 5 5 5 5 10 Production 15 5 3 4 5 5 5 5 9 Production 5 2 4 2 2 2 5 3 3 Administrative 14 4 3 2 2 5 5 5 6 Shipping / Receiving 18 4 4 4 5 5 5 5 8
For the provided data, develop a regression model for overall satisfaction as a function of years of service and department that has the largest R2. 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? Question content area bottom Part 1 Determine the regression model for overall satisfaction as a function of years of service and department that has the largest R2. Let "Administrative" be the baseline department, let X1 represent Maintenance, let X2 represent Management, let X3 represent Production, let X4 represent Quality Control, and let X5 represent Shipping / Receiving, coding each department variable with a 1 if the person is in that department and 0 otherwise. In addition, let X6 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.) A. enter your response here +(enter your response here )Xenter your response here B. enter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here C. enter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here D. enter your response here +(enter your response here )X1+(enter your response here )X2+(enter your response here )X3+(enter your response here )X4+(enter your response here )X5+(enter your response here )X6 E. enter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here F. enter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here )Xenter your response here +(enter your response here) Xenter your response here +(enter your response here) Department Years Ideas Communication Recognition Training Work Conditions Tools and Information Work/Life Balance Satisfaction Management 1 5 4 4 3 5 3 5 9 Administrative 16 2 3 2 2 4 5 2 3 Production 16 2 3 2 4 4 4 2 5 Production 15 2 3 1 4 4 4 2 4 Quality Control 1 5 5 5 5 5 5 5 10 Maintenance 17 5 4 3 5 5 5 3 8 Maintenance 15 5 5 5 5 5 5 5 9 Production 13 3 3 3 4 4 4 3 8 Quality Control 11 3 4 4 4 5 5 2 7 Production 3 5 5 5 5 5 5 5 10 Production 6 2 2 1 3 3 4 2 4 Production 1 5 4 4 3 4 5 5 9 Production 3 3 4 3 4 5 5 4 7 Production 2 4 4 4 4 5 5 5 8 Production 3 3 4 3 3 2 4 4 6 Shipping / Receiving 21 3 2 2 3 2 4 3 5 Production 2 4 3 4 3 3 4 4 6 Production 2 4 5 4 4 4 4 4 8 Production 15 5 4 3 4 3 5 3 7 Management 3 3 4 3 3 4 5 5 8 Production 5 4 5 3 2 3 5 4 7 Shipping / Receiving 8 3 2 2 2 2 4 2 4 Management 3 2 2 2 2 3 5 3 3 Administrative 2 4 4 3 4 4 5 3 9 Production 8 5 5 3 5 3 5 3 8 Shipping / Receiving 32 2 3 2 4 2 5 3 5 Production 17 4 3 4 3 3 5 2 6 Shipping / Receiving 2 5 5 5 5 5 5 5 10 Production 15 5 3 4 5 5 5 5 9 Production 5 2 4 2 2 2 5 3 3 Administrative 14 4 3 2 2 5 5 5 6 Shipping / Receiving 18 4 4 4 5 5 5 5 8
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
100%
For the provided data, develop a regression model for overall satisfaction as a function of years of service and department that has the largest
R2.
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?Question content area bottom
Part 1
Determine the regression model for overall satisfaction as a function of years of service and department that has the largest
R2.
Let "Administrative" be the baseline department, let
X1
represent Maintenance, let
X2
represent Management, let
X3
represent Production, let
X4
represent Quality Control, and let
X5
represent Shipping / Receiving, coding each department variable with a 1 if the person is in that department and 0 otherwise. In addition, let
X6
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.)
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)X5+(enter your response here
)X6
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Department Years Ideas Communication Recognition Training Work Conditions Tools and Information Work/Life Balance Satisfaction
Management 1 5 4 4 3 5 3 5 9
Administrative 16 2 3 2 2 4 5 2 3
Production 16 2 3 2 4 4 4 2 5
Production 15 2 3 1 4 4 4 2 4
Quality Control 1 5 5 5 5 5 5 5 10
Maintenance 17 5 4 3 5 5 5 3 8
Maintenance 15 5 5 5 5 5 5 5 9
Production 13 3 3 3 4 4 4 3 8
Quality Control 11 3 4 4 4 5 5 2 7
Production 3 5 5 5 5 5 5 5 10
Production 6 2 2 1 3 3 4 2 4
Production 1 5 4 4 3 4 5 5 9
Production 3 3 4 3 4 5 5 4 7
Production 2 4 4 4 4 5 5 5 8
Production 3 3 4 3 3 2 4 4 6
Shipping / Receiving 21 3 2 2 3 2 4 3 5
Production 2 4 3 4 3 3 4 4 6
Production 2 4 5 4 4 4 4 4 8
Production 15 5 4 3 4 3 5 3 7
Management 3 3 4 3 3 4 5 5 8
Production 5 4 5 3 2 3 5 4 7
Shipping / Receiving 8 3 2 2 2 2 4 2 4
Management 3 2 2 2 2 3 5 3 3
Administrative 2 4 4 3 4 4 5 3 9
Production 8 5 5 3 5 3 5 3 8
Shipping / Receiving 32 2 3 2 4 2 5 3 5
Production 17 4 3 4 3 3 5 2 6
Shipping / Receiving 2 5 5 5 5 5 5 5 10
Production 15 5 3 4 5 5 5 5 9
Production 5 2 4 2 2 2 5 3 3
Administrative 14 4 3 2 2 5 5 5 6
Shipping / Receiving 18 4 4 4 5 5 5 5 8
Management 1 5 4 4 3 5 3 5 9
Administrative 16 2 3 2 2 4 5 2 3
Production 16 2 3 2 4 4 4 2 5
Production 15 2 3 1 4 4 4 2 4
Quality Control 1 5 5 5 5 5 5 5 10
Maintenance 17 5 4 3 5 5 5 3 8
Maintenance 15 5 5 5 5 5 5 5 9
Production 13 3 3 3 4 4 4 3 8
Quality Control 11 3 4 4 4 5 5 2 7
Production 3 5 5 5 5 5 5 5 10
Production 6 2 2 1 3 3 4 2 4
Production 1 5 4 4 3 4 5 5 9
Production 3 3 4 3 4 5 5 4 7
Production 2 4 4 4 4 5 5 5 8
Production 3 3 4 3 3 2 4 4 6
Shipping / Receiving 21 3 2 2 3 2 4 3 5
Production 2 4 3 4 3 3 4 4 6
Production 2 4 5 4 4 4 4 4 8
Production 15 5 4 3 4 3 5 3 7
Management 3 3 4 3 3 4 5 5 8
Production 5 4 5 3 2 3 5 4 7
Shipping / Receiving 8 3 2 2 2 2 4 2 4
Management 3 2 2 2 2 3 5 3 3
Administrative 2 4 4 3 4 4 5 3 9
Production 8 5 5 3 5 3 5 3 8
Shipping / Receiving 32 2 3 2 4 2 5 3 5
Production 17 4 3 4 3 3 5 2 6
Shipping / Receiving 2 5 5 5 5 5 5 5 10
Production 15 5 3 4 5 5 5 5 9
Production 5 2 4 2 2 2 5 3 3
Administrative 14 4 3 2 2 5 5 5 6
Shipping / Receiving 18 4 4 4 5 5 5 5 8
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