Fill in the Blank: The marketing director Macy's is interested in analyzing the relationship between the company's weekly sales and the advertising dollars spent. A random sample of 20 weeks is collected with the recorded sales for each week and the amount spent on advertising.
Download the Excel file provided, run a regression analysis and fill in the blank cells. Then answer the questions using the information below. Assume a = 0.05 and t critical value of 1.734.
Round any decimals to the hundredths place (2 decimal places).
Weekly Sales |
Advertising |
$2,050 |
$180 |
$3,760 |
$243 |
$1,897 |
$204 |
$2,567 |
$199 |
$4,330 |
$356 |
$5,670 |
$605 |
$2,356 |
$200 |
$3,456 |
$304 |
$1,254 |
$105 |
$4,300 |
$379 |
$3,250 |
$300 |
$4,680 |
$402 |
$4,200 |
$399 |
$2,400 |
$209 |
$1,890 |
$245 |
$3,600 |
$190 |
$5,700 |
$480 |
$5,690 |
$515 |
$2,300 |
$300 |
$1,700 |
$145 |
df |
SS |
MS |
F |
Significance F |
||
Regression |
1 |
? |
31,425,843.57 |
91.011 |
? |
|
Residual |
18 |
6,215,317.43 |
345,295.41 |
|||
Total |
19 |
37,641,161.00 |
||||
Coefficients |
Standard Error |
t Stat |
P-value |
Lower 95% |
Upper 95% |
|
Intercept |
460.57 |
330.39 |
1.394 |
0.1803 |
-233.56 |
1154.69 |
Advertising |
9.70 |
1.02 |
? |
0.0000 |
? |
? |
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