p.591 Problem 41

Management of a home appliance store would like to understand the growth pattern of the monthly sales of Blu- ray disc players over the past two years. Managers have recorded the relevant data in the file P10_ 09. xlsx.
a. Create a scatterplot for these data. Comment on the observed behavior of monthly sales at this store over time.
b. Estimate an appropriate regression equation to explain the variation of monthly sales over the given time period. Interpret the estimated regression coefficients.
c. Analyze the estimated equation’s residuals. Do they suggest that the regression equation is adequate? If not, return to part b and revise your equation. Continue to revise the equation until the results are satisfactory.

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2

>Source

This is fictitious data.

Data

2

3

2

5

0

6

56

7

00

8

9

66

12

1

20

23

24

Month Blu-ray disc players sold
1 2

3
1

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5 6
330
4 4

8
12 9
1

7
20
2512
23
10 2942
11 2872
2937
13 3136
14 3

24
15 3149
16 3524
17 3542
18 3312
19 3547
3376
21 3375
22 3403
3697
3495

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