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.

1.

2. Determine the estimated sales if 40 contacts are made.

3. Determine the standard error of estimate.

4. Suppose a large sample is selected (instead of just 10). About 95 percent of the predictions regarding sales would occur between what two values?

**Solution: 1.) **Using Excel to obtain the regression equation we get the following results:

From the table above we find the regression equation is:

_{}

**2) **We need to evaluate the regression equation at_{}, obtaining

_{}

**(3) **Looking at the Excel table we find that the standard error if the estimate is given by:

_{}

**(4)** For_{}, we get the prediction

_{}

For a large sample like this (_{}) we have the 95% prediction interval is given by:

_{}

_{}

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