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Business Analytics > Predictive Modelling > Practical: Data 1st part

Example: Following is the data set consisting 40 rows on Sales, advertising, Size of the firm and income. We may use MS Excel to compute multiple linear regression.

No

Advertising

Size

Income

Sales

1

20

1500

40

210

2

25

1600

45

230

3

30

1700

50

260

4

35

1800

55

280

5

40

2000

60

320

6

22

1550

42

220

7

28

1650

48

250

8

33

1750

52

270

9

38

1850

58

300

10

45

2100

65

340

11

18

1400

38

200

12

26

1580

44

235

13

31

1680

49

255

14

36

1780

53

275

15

42

2050

62

325

16

24

1520

43

225

17

29

1620

47

245

18

34

1720

51

265

19

39

1820

57

295

20

44

2080

64

335

 

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Multiple Linear Regression
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Practical Data: 2nd Part
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