DATAfile: Sales You may need to use the appropriate appendix table or technology answer this question. The data on y = annual sales ($1,000s) for new customer accounts and x = number of years of experience for a sample of 10 salespersons provided the estimated regression equation 980 + 4x. For these data, x= 7, 2(x,x)² = 142, and s = 4.6098. all salespersons with twelve years of experience. (Round your answers to two decimal places.) (a) Develop a 95% confidence interval for the mean annual sales (in thousands dollars) thousand to $ thousand (b) The company is considering hiring Tom Smart, a salesperson with twelve years of experience. Develop a 95% prediction interval of annual sales (in thousands of dollars) for Tom Smart. (Round your answers to two decimal places.) thousand to $ thousand (c) Discuss the differences in your answers to parts (a) and (b). O The prediction interval is wider than the confidence interval, because you use a different critical value when developing a prediction of the annual sales for one new salesperson with twelve years of experience than when developing an estimate of the mean annual sales for all salespersons with twelve years of experience. The confidence interval is wider than the prediction interval, because you use a different critical value when developing a prediction of the annual sales for one new salesperson with twelve years of experience than when developing an estimate of the mean annual sales for all salespersons with twelve years of experience. O The confidence interval is wider than the prediction interval, because there is less variability associated with predicting annual sales for one new salesperson with twelve years of experience than there is with estimating the mean annual sales for all salespersons with twelve years of experience. O The prediction interval is wider than the confidence interval, because there is more variability associated with predicting annual sales for one new salesperson with twelve years of experience than there is with estimating the mean annual sales for all salespersons with twelve years of experience. The prediction interval is wider than the confidence interval, because confidence intervals are used to predict values of y for new observations corresponding to given values of x, and prediction intervals give an estimate of the mean value of y for a given value of x.
DATAfile: Sales You may need to use the appropriate appendix table or technology answer this question. The data on y = annual sales ($1,000s) for new customer accounts and x = number of years of experience for a sample of 10 salespersons provided the estimated regression equation 980 + 4x. For these data, x= 7, 2(x,x)² = 142, and s = 4.6098. all salespersons with twelve years of experience. (Round your answers to two decimal places.) (a) Develop a 95% confidence interval for the mean annual sales (in thousands dollars) thousand to $ thousand (b) The company is considering hiring Tom Smart, a salesperson with twelve years of experience. Develop a 95% prediction interval of annual sales (in thousands of dollars) for Tom Smart. (Round your answers to two decimal places.) thousand to $ thousand (c) Discuss the differences in your answers to parts (a) and (b). O The prediction interval is wider than the confidence interval, because you use a different critical value when developing a prediction of the annual sales for one new salesperson with twelve years of experience than when developing an estimate of the mean annual sales for all salespersons with twelve years of experience. The confidence interval is wider than the prediction interval, because you use a different critical value when developing a prediction of the annual sales for one new salesperson with twelve years of experience than when developing an estimate of the mean annual sales for all salespersons with twelve years of experience. O The confidence interval is wider than the prediction interval, because there is less variability associated with predicting annual sales for one new salesperson with twelve years of experience than there is with estimating the mean annual sales for all salespersons with twelve years of experience. O The prediction interval is wider than the confidence interval, because there is more variability associated with predicting annual sales for one new salesperson with twelve years of experience than there is with estimating the mean annual sales for all salespersons with twelve years of experience. The prediction interval is wider than the confidence interval, because confidence intervals are used to predict values of y for new observations corresponding to given values of x, and prediction intervals give an estimate of the mean value of y for a given value of x.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
![DATAfile: Sales
You may need to use the appropriate appendix table or technology to answer this question.
The data on y = annual sales ($1,000s) for new customer accounts and x = number of years of experience for a sample of 10 salespersons provided the estimated regression equation ý = 80 + 4x. For these data, x = 7, 2(x₁ - x)² = 142, and s = 4.6098.
(a) Develop a 95% confidence interval for the mean annual sales (in thousands f dollars) for all salespersons with twelve years of experience. (Round your answers to two decimal places.)
$
thousand to $
thousand
(b) The company is considering hiring Tom Smart, a salesperson with twelve years of experience. Develop a 95% prediction interval of annual sales (in thousands of dollars) for Tom Smart. (Round your answers to two decimal places.)
thousand to $
$
thousand
(c) Discuss the differences in your answers to parts (a) and (b).
O The prediction interval wider than the confidence interval, because you use a different critical value when developing a prediction of the annual sales for one new salesperson with twelve years of experience than when developing an estimate of the mean annual sales for all salespersons with twelve years of
experience.
O The confidence interval is wider than the prediction interval, because you use a different critical value when developing a prediction of the annual sales for one new salesperson with twelve years of experience than when developing an estimate of the mean annual sales for all salespersons with twelve years of
experience.
O The confidence interval is wider than the prediction interval, because there is less variability associated with predicting annual sales for one new salesperson with twelve years of experience than there is with estimating the mean annual sales for all salespersons with twelve years of experience.
O The prediction interval is wider than the confidence interval, because there is more variability associated with predicting annual sales for one new salesperson with twelve years of experience than there is with estimating the mean annual sales for all salespersons with twelve years of experience.
O The prediction interval wider than the confidence interval, because confidence intervals are used to predict values of y for new observations corresponding to given values of x, and prediction intervals give an estimate of the mean value of y for a given value of x.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F9402dae5-21a3-4dc7-9cf5-c78b86597c29%2F5db5dc23-2894-4ecc-8724-ebedfeaa9c3e%2Ftzkqlu5_processed.png&w=3840&q=75)
Transcribed Image Text:DATAfile: Sales
You may need to use the appropriate appendix table or technology to answer this question.
The data on y = annual sales ($1,000s) for new customer accounts and x = number of years of experience for a sample of 10 salespersons provided the estimated regression equation ý = 80 + 4x. For these data, x = 7, 2(x₁ - x)² = 142, and s = 4.6098.
(a) Develop a 95% confidence interval for the mean annual sales (in thousands f dollars) for all salespersons with twelve years of experience. (Round your answers to two decimal places.)
$
thousand to $
thousand
(b) The company is considering hiring Tom Smart, a salesperson with twelve years of experience. Develop a 95% prediction interval of annual sales (in thousands of dollars) for Tom Smart. (Round your answers to two decimal places.)
thousand to $
$
thousand
(c) Discuss the differences in your answers to parts (a) and (b).
O The prediction interval wider than the confidence interval, because you use a different critical value when developing a prediction of the annual sales for one new salesperson with twelve years of experience than when developing an estimate of the mean annual sales for all salespersons with twelve years of
experience.
O The confidence interval is wider than the prediction interval, because you use a different critical value when developing a prediction of the annual sales for one new salesperson with twelve years of experience than when developing an estimate of the mean annual sales for all salespersons with twelve years of
experience.
O The confidence interval is wider than the prediction interval, because there is less variability associated with predicting annual sales for one new salesperson with twelve years of experience than there is with estimating the mean annual sales for all salespersons with twelve years of experience.
O The prediction interval is wider than the confidence interval, because there is more variability associated with predicting annual sales for one new salesperson with twelve years of experience than there is with estimating the mean annual sales for all salespersons with twelve years of experience.
O The prediction interval wider than the confidence interval, because confidence intervals are used to predict values of y for new observations corresponding to given values of x, and prediction intervals give an estimate of the mean value of y for a given value of x.
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