The Honda Accord was named the best midsized car for resale value for 2018 by the Kelley Blue Book (Kelley Blue Book website). The file AutoResale contains mileage, age, and selling price for a sample of 33 Honda Accords. Click on the datafile logo to reference the data. DATA File a. Develop an estimated regression equation that predicts the selling price of a used Honda Accord given the mileage and age of the car (to 2 decimals). Enter negative value as negative number. Selling price = 20385.25 + b. Is multicollinearity an issue for this model? Find the correlation between the independent variables to answer this question (to 2 decimals). -0.0379 Mileage + [ |Age The correlation between age and mileage is 0.668 1. Since the correlation between the independent variables is less than 0.70, we conclude that multicollinearity is an issue. II. Since the correlation between the independent variables is less than 0.70, we conclude that multicollinearity is not an issue. (II. Since the correlation between the independent variables is greater than 0.70, we conclude that multicollinearity is an issue. Iv. Since the correlation between the independent variables is greater than 0.70, we conclude that multicollinearity is not an issue. II c. Use the F test to determine the overall significance of the relationship (to 2 decimals). What is your conclusion at the 0.05 level of significance? Use F table. Significance F value p-value at a = 0.05 Overall Model 290.84 less than 0.01 significant d. Use the t test to determine the significance of each independent variable (to 2 decimals). What is your conclusion at the 0.05 level of significance? Use t table. Enter negative value as negative number.
The Honda Accord was named the best midsized car for resale value for 2018 by the Kelley Blue Book (Kelley Blue Book website). The file AutoResale contains mileage, age, and selling price for a sample of 33 Honda Accords. Click on the datafile logo to reference the data. DATA File a. Develop an estimated regression equation that predicts the selling price of a used Honda Accord given the mileage and age of the car (to 2 decimals). Enter negative value as negative number. Selling price = 20385.25 + b. Is multicollinearity an issue for this model? Find the correlation between the independent variables to answer this question (to 2 decimals). -0.0379 Mileage + [ |Age The correlation between age and mileage is 0.668 1. Since the correlation between the independent variables is less than 0.70, we conclude that multicollinearity is an issue. II. Since the correlation between the independent variables is less than 0.70, we conclude that multicollinearity is not an issue. (II. Since the correlation between the independent variables is greater than 0.70, we conclude that multicollinearity is an issue. Iv. Since the correlation between the independent variables is greater than 0.70, we conclude that multicollinearity is not an issue. II c. Use the F test to determine the overall significance of the relationship (to 2 decimals). What is your conclusion at the 0.05 level of significance? Use F table. Significance F value p-value at a = 0.05 Overall Model 290.84 less than 0.01 significant d. Use the t test to determine the significance of each independent variable (to 2 decimals). What is your conclusion at the 0.05 level of significance? Use t table. Enter negative value as negative number.
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Chapter 15 Assignment
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Courses
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The Honda Accord was named the best midsized car for resale value for 2018 by the Kelley Blue Book (Kelley Blue Book website). The file AutoResale contains
mileage, age, and selling price for a sample of 33 Honda Accords.
Catalog and Study Tools
Click on the datafile logo to reference the data.
6.
DATA file
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a. Develop an estimated regression equation that predicts the selling price of a used Honda Accord given the mileage and age of the car (to 2 decimals). Enter
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negative value as negative number.
9.
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Selling price =
20385.25 +
-0.0379 Mileage +
Age
A-Z
10.
b. Is multicollinearity an issue for this model? Find the correlation between the independent variables to answer this question (to 2 decimals).
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I. Since the correlation between the independent variables is less than 0.70, we conclude that multicollinearity is an issue.
II. Since the correlation between the independent variables is less than 0.70, we conclude that multicollinearity is not an issue.
[II. Since the correlation between the independent variables is greater than 0.70, we conclude that multicollinearity is an issue.
IV. Since the correlation between the independent variables is greater than 0.70, we conclude that multicollinearity is not an issue.
II
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c. Use the F test to determine the overall significance of the relationship (to 2 decimals). What is your conclusion at the 0.05 level of significance? Use F table.
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Significance
F value
p-value
at a =
0.05
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less than 0.01
significant
Overall Model
290.84
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d. Use the t test to determine the significance of each independent variable (to 2 decimals). What is your conclusion at the 0.05 level of significance? Use t
table. Enter negative value as negative number.
Significance
t value
p-value
at a = 0.05
less than 0.01
significant
Mileage
less than 0.01
significant
Age
5.
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