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MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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Question
The following table is the partial reproduction of Regression routine output in Microsoft Excel
relating the total cost of production TC to the level of output Q.
Use the information in the table and answer the following:
- a) Report the estimated equation.
- b) Evaluate the regression model
![Regression Statistics
Multiple R
R Square
Adjusted R Square
Standard Error
Observations
ANOVA
Regression
Residual
Total
Intercept
X Variable 1
0.994215326
0.988464115
0.985580144
3.96139482
df
6
SS
MS
F
Significance F
1 5378.562738 5378.563 342.7441 5.00969E-05
4 62.77059569 15.69265
5 5441.333333
Coefficients Standard Error t Stat P-value Lower 95%
91.99493029 4.936028654 18.63744 4.88E-05 78.2903177
1.279087452 0.069090009 18.51335 5.01E-05 1.087262835
Upper 95%
105.6995429
1.47091207](https://content.bartleby.com/qna-images/question/b9811166-4674-42a8-a02f-1cf2642b2cf8/2756cac2-2f16-48b8-8cd5-2642682854ae/v2xd21w_thumbnail.jpeg)
Transcribed Image Text:Regression Statistics
Multiple R
R Square
Adjusted R Square
Standard Error
Observations
ANOVA
Regression
Residual
Total
Intercept
X Variable 1
0.994215326
0.988464115
0.985580144
3.96139482
df
6
SS
MS
F
Significance F
1 5378.562738 5378.563 342.7441 5.00969E-05
4 62.77059569 15.69265
5 5441.333333
Coefficients Standard Error t Stat P-value Lower 95%
91.99493029 4.936028654 18.63744 4.88E-05 78.2903177
1.279087452 0.069090009 18.51335 5.01E-05 1.087262835
Upper 95%
105.6995429
1.47091207
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Similar questions
- Calculate two lines of regression and calculate a linear regression equation to model the data given below: years (1980,1985,1990,1995,2000) Enrolment ( 21,25,29,39,47)arrow_forwardYummy Lunch Restaurant needs to decide the most profitable location for their business expansion. Marketing manager plans to use a multiple regression model to achieve their target. His model considers yearly revenue as the dependent variable. He found that number of people within 2KM (People), Mean household income(income), no of competitors and price as explanatory variables of company yearly revenue. The following is the descriptive statistics and regression output from Excel. Revenue People Income Competitors Price Mean 343965.68 5970.26 41522.96 2.8 5.68 Standard Error 5307.89863 139.0845281 582.1376385 0.142857 0.051030203 Median 345166.5 6032 41339.5 3 5.75 Mode #N/A 5917 #N/A 3 6 Standard Deviation 37532.51115 983.47613 4116.334718 1.010153 0.360838027 Sample Variance 1408689393 967225.2984 16944211.51 1.020408 0.130204082 Sum 17198284 298513 2076148…arrow_forwardThis was not the correct quadratic model for the dataarrow_forward
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