In: Statistics and Probability
Mr. James McWhinney, president of Daniel-James Financial Services, believes there is a relationship between the number of client contacts and the dollar amount of sales. To document this assertion, Mr. McWhinney gathered the following sample information. The x column indicates the number of client contacts last month and the y column shows the value of sales ($ thousands) last month for each client sampled.
Number of Contacts,X | Sales ($ thousands),y | Number of Contacts,x | Sales ($ thousands),y | ||||
14 | 24 | 23 | 30 | ||||
12 | 14 | 48 | 90 | ||||
20 | 28 | 50 | 85 | ||||
16 | 30 | 55 | 120 | ||||
46 | 80 | 50 | 110 | ||||
Determine the regression equation. (Negative values should be indicated by a minus sign. Do not round intermediate calculations. Round final answers to 2 decimal places.)
x | y | (x−x¯) | (y−y¯) | (x−x¯)2 | (y−y¯)2 | (x−x¯) (y−y¯) | ||||||||||||||||||||
14 | 376.36 | 1376.41 | 719.74 | |||||||||||||||||||||||
12 | 14 | −21.4 | −47.1 | |||||||||||||||||||||||
20 | −13.4 | 179.56 | 443.54 | |||||||||||||||||||||||
16 | 30 | −31.1 | 967.21 | |||||||||||||||||||||||
46 | 12.6 | 357.21 | ||||||||||||||||||||||||
23 | −10.4 | 967.21 | ||||||||||||||||||||||||
48 | 90 | 28.9 | 213.16 | 421.94 | ||||||||||||||||||||||
50 | 85 | 23.9 | 275.56 | 396.74 | ||||||||||||||||||||||
55 | 466.56 | 3469.21 | 1,272.24 | |||||||||||||||||||||||
50 | 110.0 | 16.6 | 48.9 | |||||||||||||||||||||||
x¯ | = | y¯ | = | Sx | = |
Sy | = | r | = |
b. Determine the estimated sales if 40 contacts are made. (Do not round intermediate calculations. Round final answers to 2 decimal places.)