Mark Gershon, owner of a musical instrument distributorship, thinks that demand for guitars may be related to the number of television appearances by the popular group Maroon 5 during the previous month. Gershon has collected the data shown in the following table: Maroon 5 TV Appearances Demand for Guitars 4 3 D 4 5 6 7 7 5 7 4 10 6 This exercise contains only parts b, c, and d. b) Using the least-squares regression method, the equation for forecasting is (round your responses to four decimal places): Y = = 0+0x

Practical Management Science
6th Edition
ISBN:9781337406659
Author:WINSTON, Wayne L.
Publisher:WINSTON, Wayne L.
Chapter2: Introduction To Spreadsheet Modeling
Section: Chapter Questions
Problem 20P: Julie James is opening a lemonade stand. She believes the fixed cost per week of running the stand...
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Mark Gershon, owner of a musical instrument distributorship, thinks that demand for guitars may be related to the number of television appearances by the popular
group Maroon 5 during the previous month. Gershon has collected the data shown in the following table:
Maroon 5 TV Appearances
Demand for Guitars
4
Y =
3
4
5
D
5
6 7 7
7 4 10 6
This exercise contains only parts b, c, and d.
b) Using the least-squares regression method, the equation for forecasting is (round your responses to four decimal places):
= 0+0x
Transcribed Image Text:Mark Gershon, owner of a musical instrument distributorship, thinks that demand for guitars may be related to the number of television appearances by the popular group Maroon 5 during the previous month. Gershon has collected the data shown in the following table: Maroon 5 TV Appearances Demand for Guitars 4 Y = 3 4 5 D 5 6 7 7 7 4 10 6 This exercise contains only parts b, c, and d. b) Using the least-squares regression method, the equation for forecasting is (round your responses to four decimal places): = 0+0x
This exercise contains only parts b, c, and d.
b) Using the least-squares regression method, the equation for forecasting is (round your responses to four decimal places):
Y = -0.6856 + 1.1461 x
c) The estimate for guitar sales if Maroon 5 performed on TV 11 times = 11.9215 sales (round your response to two decimal places).
d) The correlation coefficient (r) for this model = 0.7160 (round your response to four decimal places).
The coefficient of determination (2) for this model = 0.5127 (round your response to four decimal places).
The percentage of variation in sales that can be explained by TV appearances = 51.27 % (round your response to two decimal places).
Transcribed Image Text:This exercise contains only parts b, c, and d. b) Using the least-squares regression method, the equation for forecasting is (round your responses to four decimal places): Y = -0.6856 + 1.1461 x c) The estimate for guitar sales if Maroon 5 performed on TV 11 times = 11.9215 sales (round your response to two decimal places). d) The correlation coefficient (r) for this model = 0.7160 (round your response to four decimal places). The coefficient of determination (2) for this model = 0.5127 (round your response to four decimal places). The percentage of variation in sales that can be explained by TV appearances = 51.27 % (round your response to two decimal places).
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