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Using the data in mowers.csv, mowers-1.csv Download mowers-1.csv Run a regression model with Sales as the response variable, and Temperature, Advertising, and Discount, as the

Using the data in "mowers.csv," mowers-1.csvDownload mowers-1.csv

  1. Run a regression model with "Sales" as the response variable, and "Temperature," "Advertising," and "Discount," as the predictor variables.
  2. Comments on the results.
  3. Drop one variable at a time and see which model provides the best fit based on adjusted-R2.
  4. Repeat Part C. Which model provides the best fit based on F-test.

Sales

Temperature

Advertising

Discount

17235

33

15

5.0

19854

42

25

5.0

45786

58

40

10.0

49745

67

70

20.0

65894

73

75

20.0

64145

78

72

15.0

57845

82

67

15.0

54250

83

65

10.0

61764

76

68

20.0

59875

69

72

20.0

38123

56

35

15.0

21237

45

20

10.0

19567

31

17

5.0

20451

41

24

7.5

46896

56

43

12.5

51487

68

72

25.0

68975

72

79

25.0

66412

79

76

20.0

59874

81

65

12.5

53651

84

63

12.5

62478

77

70

15.0

59678

67

69

25.0

37123

55

37

15.0

22571

44

21

5.0

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