Question
QUESTIONS Studies have shown that the frequency with which shoppers browse Internet retailers is related to the frequency with which they actually purchase products and/or
QUESTIONS
Studies have shown that the frequency with which shoppers browse Internet retailers is related to the frequency with which they actually purchase products and/or services online. The following data show respondents age and answer to the question "How many minutes do you browse online retailers per year?"
This sheet includes questions 1-8
Age(X) Time(Y)
16 | 420 |
17 | 269 |
19 | 315 |
22 | 337 |
22 | 243 |
22 | 459 |
22 | 414 |
28 | 224 |
28 | 381 |
28 | 412 |
28 | 576 |
30 | 333 |
33 | 551 |
34 | 548 |
35 | 626 |
35 | 521 |
35 | 562 |
36 | 699 |
39 | 643 |
39 | 455 |
40 | 666 |
42 | 553 |
43 | 459 |
44 | 525 |
48 | 559 |
50 | 507 |
50 | 612 |
51 | 710 |
52 | 378 |
54 | 566 |
58 | 652 |
59 | 725 |
60 | 695 |
1- Use Data > Data Analysis > Correlation to compute the correlation checking the Labels checkbox.
2-Use the Excel function =CORREL to compute the correlation. If answers for #1 and 2 do not agree, there is an error.
3-The strength of the correlation motivates further examination.
a) Insert Scatter (X, Y) plot linked to the data on this sheet with Age on the horizontal (X) axis
b) Add to your chart: the chart name, vertical axis label, and horizontal axis label.
c) Complete the chart by adding Trendline and checking boxes.
4- Read directly from the chart:
a) Intercept =
b) Slope =
c) R2 =
Perform Data > Data Analysis > Regression.
5- Highlight the Y-intercept with yellow. Highlight the X variable in blue. Highlight the R Square in orange.
6- Use Excel to predict the number of minutes spent by a 22-year old shopper. Enter = followed by the regression formula.
Enter the intercept and slope into the formula by clicking on the cells in the regression output with the results.
7- Is it appropriate to use this data to predict the amount of time that an 85-year-old will spend browsing online retailers ?
8- If yes, what is the amount of time, if no, why?
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