Question
All Greens Franchise Use SPSS or JASP for the output. The data (X1, X2, X3, X4, X5, X6) are for each franchise store. X1 =
All Greens Franchise
Use SPSS or JASP for the output.
The data (X1, X2, X3, X4, X5, X6) are for each franchise store.
X1 = annual net sales/$1000
X2 = area of store in sq. ft./1000
X3 = inventory/$1000
X4 = amount spent on advertising/$1000
X5 = size of sales district/1000 families
X6 = number of competing stores in district
X1 | X2 | X3 | X4 | X5 | X6 |
231 | 3 | 294 | 8.2 | 8.2 | 11 |
156 | 2.2 | 232 | 6.9 | 4.1 | 12 |
10 | 0.5 | 149 | 3 | 4.3 | 15 |
519 | 5.5 | 600 | 12 | 16.1 | 1 |
437 | 4.4 | 567 | 10.6 | 14.1 | 5 |
487 | 4.8 | 571 | 11.8 | 12.7 | 4 |
299 | 3.1 | 512 | 8.1 | 10.1 | 10 |
195 | 2.5 | 347 | 7.7 | 8.4 | 12 |
20 | 1.2 | 212 | 3.3 | 2.1 | 15 |
68 | 0.6 | 102 | 4.9 | 4.7 | 8 |
570 | 5.4 | 788 | 17.4 | 12.3 | 1 |
428 | 4.2 | 577 | 10.5 | 14 | 7 |
464 | 4.7 | 535 | 11.3 | 15 | 3 |
15 | 0.6 | 163 | 2.5 | 2.5 | 14 |
65 | 1.2 | 168 | 4.7 | 3.3 | 11 |
98 | 1.6 | 151 | 4.6 | 2.7 | 10 |
398 | 4.3 | 342 | 5.5 | 16 | 4 |
161 | 2.6 | 196 | 7.2 | 6.3 | 13 |
397 | 3.8 | 453 | 10.4 | 13.9 | 7 |
497 | 5.3 | 518 | 11.5 | 16.3 | 1 |
528 | 5.6 | 615 | 12.3 | 16 | 0 |
99 | 0.8 | 278 | 2.8 | 6.5 | 14 |
0.5 | 1.1 | 142 | 3.1 | 1.6 | 12 |
347 | 3.6 | 461 | 9.6 | 11.3 | 6 |
341 | 3.5 | 382 | 9.8 | 11.5 | 5 |
507 | 5.1 | 590 | 12 | 15.7 | 0 |
400 | 8.6 | 517 | 7 | 12 | 8 |
Perform the following:
1. Determine which variables are correlated.
2. Setting Annual net sales as dependent variable and area of store in sq. ft. as independent variable, perform simple linear regression.
INTERPRET THE RESULTS.
3. Setting Annual net sales as dependent variable and inventory as independent variable, perform simple linear regression.
INTERPRET THE RESULTS.
4. Setting Annual net sales as dependent variable and amount spent on advertising as independent variable, perform simple linear regression.
INTERPRET THE RESULTS.
5. Setting Annual net sales as dependent variable and size of sales district independent variable, perform simple linear regression.
INTERPRET THE RESULTS.
6. Setting Annual net sales as dependent variable and number of competing stores in district as independent variable, perform simple linear regression.
INTERPRET THE RESULTS.
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