YearsSales18039749241026103811110119101231111713136You may need to use the appropriate appendix table or technology to answer this question.The data on y = annual sales ($1,000s) for new customer accounts and x = number of years of experience for a sample of 10 salespersons provided the estimated regression equation ŷ = 80 + 4x. For these data, x = 7, Σ(xi − x)2 = 142, and s = 4.6098.(a)Develop a 95% confidence interval for the mean annual sales (in thousands of dollars) for all salespersons with nine years of experience. (Round your answers to two decimal places.)$ thousand to $ thousand(b)The company is considering hiring Tom Smart, a salesperson with nine 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).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 nine years of experience than when developing an estimate of the mean annual sales for all salespersons with nine years of experience. The confidence interval is wider than the prediction interval, because there is less variability associated with predicting annual sales for one new salesperson with nine years of experience than there is with estimating the mean annual sales for all salespersons with nine 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 nine years of experience than when developing an estimate of the mean annual sales for all salespersons with nine years of experience. The prediction interval is wider than the confidence interval, because there is more variability associated with predicting annual sales for one new salesperson with nine years of experience than there is with estimating the mean annual sales for all salespersons with nine 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.

Question

YearsSales18039749241026103811110119101231111713136You may need to use the appropriate appendix table or technology to answer this question.The data on y = annual sales ($1,000s) for new customer accounts and x = number of years of experience for a sample of 10 salespersons provided the estimated regression equation ŷ = 80 + 4x. For these data, x = 7, Σ(xi − x)2 = 142, and s = 4.6098.(a)Develop a 95% confidence interval for the mean annual sales (in thousands of dollars) for all salespersons with nine years of experience. (Round your answers to two decimal places.)$  thousand to $  thousand(b)The company is considering hiring Tom Smart, a salesperson with nine 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).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 nine years of experience than when developing an estimate of the mean annual sales for all salespersons with nine years of experience. The confidence interval is wider than the prediction interval, because there is less variability associated with predicting annual sales for one new salesperson with nine years of experience than there is with estimating the mean annual sales for all salespersons with nine 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 nine years of experience than when developing an estimate of the mean annual sales for all salespersons with nine years of experience. The prediction interval is wider than the confidence interval, because there is more variability associated with predicting annual sales for one new salesperson with nine years of experience than there is with estimating the mean annual sales for all salespersons with nine 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.

Accepted Answer

Regression is an inferential statistical procedure.

Years	Sales
1	80
3	97
4	92
4	102
6	103
8	111
10	119
10	123
11	117
13	136

Years Sales 1 80 3 97 4 92 4 102 6 103 8 111 10 119 10 123 11 117 13 136