The accompanying data show the number of people working and the sales for a small bookstore. The regression line is given below. The bookstore decides to have a gala event in an attempt to drum up business. They hire 98 employees for the day and bring in a total of $40,000. Complete parts a through d below.
Sales=8.431+0.879 Number of Salespeople Working
Full data set
|
|
Number of Salespeople Working |
Sales (in $1000's) |
2 |
11 |
3 |
10 |
7 |
14 |
9 |
14 |
11 |
19 |
10 |
20 |
12 |
20 |
14 |
20 |
16 |
22 |
18 |
24 |
x=10.2 |
y=17.4 |
?SD(x)=5.20 |
?SD(y)=4.79 A) Find the regression line predicting Sales from Number of people working with the new poing added. |
Step 1:
Let
x = Number of sales people working
y = Sales (in $1000's)
Given:
For the given data:
Regression line is given by:
= 10.2
= 17.4
sx = 5.20
sY = 4.79
Step 2:
The following data is added:
x = 98, y = 40
To find The revised Regression line with the new addion:
With the value: x = 98, y = 40 added to the existing values, the revised values are calculated as follows:
Thus, we get the reregression line predicting Sales from Number of people working with the new added as:
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