Question: I have a question which I need really your help. I have a question related to regression data. The format of this question as an

I have a question which I need really your help. I have a question related to regression data. The format of this question as an example needs to be like this:- so this is just an example not the question I need help with :

x1 x2 x3 x4 y in $ y= 27.64*x1 + 12530*x2 + 2553*x3 - 234.24*x4 + 52318
2310 2 2 20 142000 The developer can now estimate the assessed value of an office building in the same area which has
2333 2 2 12 144000 2500 square feet, 3 offices, 2 entrances and which is 25 years old
2356 3 1.5 33 151000 y= 27.64*2500 + 12530*3 + 2553*2 - 234.24*25 + 52318 = $ 158,261
2379 3 2 43 150000
2402 2 3 53 139000 Rsquared is 0.99675: strong relationship between independent and dependent variables
2425 4 2 23 169000
2448 2 1.5 99 126000 F statistic to show whether Rsquared occurred by chance
2471 2 2 34 142900 Is F statistic greater than F-critical value?
2494 3 3 23 163000 assume single tail test of 0.05 with degrees of freedom usually shown as v1 and v2
2517 4 4 55 169000 v1 = k = 4
2540 2 3 22 149000 v2 = n -(k+1) = 11 -(4+1) = 6
F -critical vale is 4.53
F -observed value > F -critical value
-234.23716 2553.211 12529.77 27.64139 52317.83
13.2680115 530.6692 400.0668 5.429374 12237.36
0.99674799 970.5785 #N/A #N/A #N/A
459.753674 6 #N/A #N/A #N/A T-statistic
1732393319 5652135 #N/A #N/A #N/A age slope coefficient: divide -234.24 by 13.268 or SE
#N/A #N/A #N/A #N/A #N/A t-observed value is -234.24/13.268 = -17.7
#N/A #N/A #N/A #N/A #N/A Find t-critical single tail with 6 degrees of freedom at 0.05 (1.94)
17.7 > 1.94 age coefficient is significant or we reject the null hypothesis that the explanatory
variable has no effect

My question is this and the below is the data to help you answering it for me.

The data (Y1, X2, X3, X4, X5, X6) refer to each franchise store that sells sportswear. Y1 = annual net sales/1000 X1 = number square metre/1000 X2 = inventory/1000 X3 = amount spent on advertising/1000 X4 = size of sales district/1000 families X5 = number of competing stores in district The letter A refers to Y1; B refer to X1 and so on.

. The letter A refers to Y1; B refer to X1 and so on.

a) Use regression analysis to carry out all the required tests and predict the value of annual net sales assuming independent variables have values of 6.5; 380; 14.5; 10.5 and6 respectively.

Y X1 X2 X3 X4 X5
231 3.0 294 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
-5.3109714 13.58 11.526 0.1746 16.202 -18.859
1.7054265 1.7705 2.5321 0.0576 3.5444 30.15
0.9931795 17.649 #N/A #N/A #N/A #N/A
611.59037 21 #N/A #N/A #N/A #N/A
952538.94 6541.4 #N/A #N/A #N/A #N/A

the numbers in bold are linear I got from excel. Please help me to continue answer the question it is asked for and it needs to be in the format of the example I have sent you.

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