Question

In: Statistics and Probability

The following data show the brand, price, and the overall score for six stereo headphones that...

The following data show the brand, price, and the overall score for six stereo headphones that were tested by consumer reports. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from 0 to 100.

Price Score

Bose 180 76

Skullcandy 150 71

Koss 85 61

Phillips/O'Neill 70 56

Denon 70 40

JVC 35 26

a). Test for a significant relationship using the F test. What is your conclusion? Use α= 0.05

b). Develop a point estimate of the score for a headphone with a price of 100.

c). Develop a 95% confidence interval for the mean score for all headphones with a price of 100.

Solutions

Expert Solution

The following data on price ($) and the overall score for 6 stereo headphones that were tested by Consumer Reports were as follows.

.a. Test for a significant relationship using the F test.

p-value is - Select your answer -

less than .01

between .01 and .025

between .025 and .05

between .05 and .1

greater than .1

Item 4

What is your conclusion? Use α = .05.

Because p-value is - Select your answer -

greater than or equal to

less than or equal to

equal to

Item 5

.05, we - Select your answer -

accept

reject

Item 6

H0: β1 is - Select your answer -

greater than or equal to zero

less than or equal to zero

equal to zero

Item 7

.c. Show the ANOVA table for these data. Round your answers to three decimal places, if necessary.

Source of

Variation

Regression and error

Sum of

Squares

regression and error

Degrees of

Freedom

regression and error

Mean Square

F

regression and error

p-value Regression - Select your answer -

less than .01

between .01 and .025

between .025 and .05

between .05 and .1

greater than .1

Item 12


Related Solutions

The following data show the brand, price, and the overall score for six stereo headphones that...
The following data show the brand, price, and the overall score for six stereo headphones that were tested by consumer reports. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from 0 to 100. Price Score Bose 180 76 Skullcandy 150 71 Koss 85 61 Phillips/O'Neill 70 56 Denon 70 40 JVC 35 26 a). Develop the estimated regression equation that could be used to predict the score given the price. b). Compute...
The following data show the brand, price ($), and the overall score for six stereo headphones...
The following data show the brand, price ($), and the overall score for six stereo headphones that were tested by a certain magazine. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from 0 (lowest) to 100 (highest). The estimated regression equation for these data is ŷ = 23.462 + 0.315x, where x = price ($) and y = overall score. Brand Price ($) Score A 180 74 B 150 73 C 95...
The following data show the brand, price ($), and the overall score for six stereo headphones...
The following data show the brand, price ($), and the overall score for six stereo headphones that were tested by a certain magazine. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from 0 (lowest) to 100 (highest). The estimated regression equation for these data is  ŷ = 19.786 + 0.342x, where x = price ($) and y = overall score. Brand Price ($) Score A 180 76 B 150 73 C 95 59...
The following data show the brand, price ($), and the overall score for six stereo headphones...
The following data show the brand, price ($), and the overall score for six stereo headphones that were tested by a certain magazine. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from 0 (lowest) to 100 (highest). The estimated regression equation for these data is ŷ = 23.194 + 0.318x, where x = price ($) and y = overall score. Brand Price ($) Score A 180 76 B 150 71 C 95...
The following data show the brand, price ($), and the overall score for six stereo headphones...
The following data show the brand, price ($), and the overall score for six stereo headphones that were tested by a certain magazine. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from 0 (lowest) to 100 (highest). The estimated regression equation for these data is ŷ = 21.258 + 0.327x, where x = price ($)and y = overall score. Brand Price ($) Score A 180 76 B 150 69 C 95 63...
The following data show the brand, price ($), and the overall score for six stereo headphones...
The following data show the brand, price ($), and the overall score for six stereo headphones that were tested by a certain magazine. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from 0 (lowest) to 100 (highest). The estimated regression equation for these data is ŷ = 23.659 + 0.323x, where x = price ($) and y = overall score. Brand Price ($) Score A 180 78 B 150 73 C 95...
The following data show the brand, price , and the overall score for  stereo headphones that were...
The following data show the brand, price , and the overall score for  stereo headphones that were tested by Consumer Reports. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from  (lowest) to  (highest). The estimated regression equation for these data is ^y=23.638+0.314x, where x=price and y=score Brand Price Score Bose 180 75 Scullcandy 150 72 Koss 85 61 Phillips/O'Neill 70 56 Denon 70 40 JVC 45 26 Round your answers to three decimal places. a....
The following data show the brand, price , and the overall score for  stereo headphones that were...
The following data show the brand, price , and the overall score for  stereo headphones that were tested by Consumer Reports. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from  (lowest) to  (highest). The estimated regression equation for these data is ^y=23.638+0.314x, where x=price and y=score Brand Price Score Bose 180 75 Scullcandy 150 72 Koss 85 61 Phillips/O'Neill 70 56 Denon 70 40 JVC 45 26 Round your answers to three decimal places. a....
The following data show the brand, price , and the overall score for  stereo headphones that were...
The following data show the brand, price , and the overall score for  stereo headphones that were tested by Consumer Reports. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from  (lowest) to  (highest). The estimated regression equation for these data is  , where  and . Brand Price Score Bose 180 76 Scullcandy 150 71 Koss 95 62 Phillips/O'Neill 70 57 Denon 60 30 JVC 45 34 Round your answers to three decimal places. a. Compute SST, SSR,...
The following data show the brand, price ($), and the overall score for 6 stereo headphones...
The following data show the brand, price ($), and the overall score for 6 stereo headphones that were tested by Consumer Reports. The overall score is based on sound quality and effectiveness of ambient noise reduction. Scores range from 0 (lowest) to 100 (highest). The estimated regression equation for these data is  = 23.395 + 0.316 x, where x = price ($) and y = overall score. Brand Price ($) Score Bose 180 75 Scullcandy 150 72 Koss 95 61 Phillips/O'Neill...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT