Question: 1.In regression, an influential point is defined as: Select one: a. An outlier because it is far away from the other data points b. A
1.In regression, an influential point is defined as:
Select one:
a.
An outlier because it is far away from the other data points
b.
A pair of data that dramatically change the slope of a regression line
c.All of these statements are true
d.
An extreme data point, but usually not a cause for concern
2.After using Excel to find the regression model for "Website Visits", how much do you expect a customer to spend after they visit your website for 10 minutes and view 5 pages?
Select one:
a.
$58.85
b.$99.21
c.$106.70
d.$66.34
3.In regression, a residual is:
Select one:
a.
The difference between an observed value of x and the predicted value of y
b.The difference between an observed value of y and the predicted value of y
c.
The difference between an observed value of y and the predicted value of x
d.
The difference between an observed value of x and the predicted value of y
WEBSITE VISITS DATA
| Customer | Day | Browser | Time (min) | Pages Viewed | Amount Spent ($) |
| 1 | Mon | Internet Explorer | 12.0 | 4 | 54.52 |
| 2 | Wed | Other | 19.5 | 6 | 94.90 |
| 3 | Mon | Internet Explorer | 8.5 | 4 | 26.68 |
| 4 | Tue | Firefox | 11.4 | 2 | 44.73 |
| 5 | Wed | Internet Explorer | 11.3 | 4 | 66.27 |
| 6 | Sat | Firefox | 10.5 | 6 | 67.80 |
| 7 | Sun | Internet Explorer | 11.4 | 2 | 36.04 |
| 8 | Fri | Firefox | 4.3 | 6 | 55.96 |
| 9 | Wed | Firefox | 12.7 | 3 | 70.94 |
| 10 | Tue | Internet Explorer | 24.7 | 7 | 68.73 |
| 11 | Sat | Other | 13.3 | 6 | 54.04 |
| 12 | Sun | Firefox | 14.3 | 5 | 48.05 |
| 13 | Sun | Other | 11.7 | 7 | 64.16 |
| 14 | Mon | Firefox | 24.4 | 10 | 158.51 |
| 15 | Fri | Internet Explorer | 8.4 | 3 | 84.12 |
| 16 | Thu | Internet Explorer | 9.6 | 4 | 59.20 |
| 17 | Thu | Internet Explorer | 23.3 | 7 | 91.62 |
| 18 | Mon | Internet Explorer | 14.0 | 7 | 126.40 |
| 19 | Fri | Other | 5.6 | 4 | 68.45 |
| 20 | Wed | Internet Explorer | 15.1 | 5 | 32.69 |
| 21 | Sat | Firefox | 16.3 | 5 | 78.58 |
| 22 | Tue | Internet Explorer | 10.2 | 6 | 74.43 |
| 23 | Sun | Internet Explorer | 8.0 | 3 | 32.73 |
| 24 | Tue | Firefox | 8.0 | 2 | 48.66 |
| 25 | Fri | Firefox | 9.6 | 3 | 54.66 |
| 26 | Wed | Internet Explorer | 11.0 | 2 | 40.54 |
| 27 | Sat | Internet Explorer | 16.9 | 5 | 34.69 |
| 28 | Sat | Firefox | 6.0 | 4 | 27.91 |
| 29 | Fri | Firefox | 32.9 | 10 | 155.30 |
| 30 | Mon | Other | 11.8 | 9 | 120.25 |
| 31 | Thu | Internet Explorer | 7.1 | 2 | 41.20 |
| 32 | Fri | Firefox | 18.0 | 8 | 134.40 |
| 33 | Sun | Internet Explorer | 11.8 | 4 | 37.17 |
| 34 | Fri | Internet Explorer | 9.1 | 3 | 52.09 |
| 35 | Tue | Internet Explorer | 7.8 | 5 | 71.81 |
| 36 | Mon | Firefox | 16.5 | 5 | 59.99 |
| 37 | Thu | Firefox | 6.2 | 4 | 84.17 |
| 38 | Sat | Internet Explorer | 11.3 | 4 | 55.58 |
| 39 | Tue | Internet Explorer | 10.6 | 2 | 39.06 |
| 40 | Wed | Internet Explorer | 5.0 | 5 | 36.48 |
| 41 | Tue | Other | 15.9 | 4 | 67.44 |
| 42 | Sat | Internet Explorer | 18.1 | 7 | 60.14 |
| 43 | Fri | Firefox | 10.8 | 4 | 70.38 |
| 44 | Mon | Internet Explorer | 13.3 | 7 | 110.65 |
| 45 | Mon | Internet Explorer | 30.1 | 6 | 104.23 |
| 46 | Fri | Firefox | 13.7 | 4 | 68.17 |
| 47 | Thu | Internet Explorer | 8.1 | 2 | 17.84 |
| 48 | Fri | Internet Explorer | 9.7 | 5 | 103.15 |
| 49 | Mon | Other | 7.3 | 6 | 52.15 |
| 50 | Fri | Internet Explorer | 13.4 | 3 | 98.75 |
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