Sherri Cola Company has developed a regression model relating its sales (y in $10,000s) with four independent variables.The four independent variables are price per unit (PRICE, in dollars), competitor's price (COMPRICE, in dollars), advertising (ADV, in $1000s), and type of container used (CONTAIN; 1 = Cans and 0 = Bottles).Part of the regression results is shown below.Here, n = 25.
a.
If the manufacturer uses can containers, his price is $1.25, advertising cost is $200,000, and his competitor's price is $1.50, what is your estimate of his sales? Give your answer in dollars.
b.
Test to see if there is a significant relationship between sales and unit price. Let α = .05.
c.
Test to see if there is a significant relationship between sales and advertising. Let α = .05.
d.
Is the type of container a significant variable? Let α = .05.
e.
Test to see if there is a significant relationship between sales and competitor's price.
Let α = .05.
Correct Answer:
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a.
$3,228,490
b.
t = -2.8; p-value is ...
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