Fundamentals of Math

Fundamentals of Mathematics

Use the following dataset for the remainder of this chapter. This data comes from IBM SPSS Modeler Tutorial: https://ibm.co/2YNsRM6. The data presented is used to describe a set of patients who have were diagnosed with the same illness, but given different drugs for treatment drug A, C, X, or Y.

Table 6.1 Drug Treatments

Age : Number

•

Sex : Male (M) or Female (F)

•

• BP : Blood Pressure – High (H), Normal (N), or Low (L) • Chol : Cholesterol – High (H), Normal (N), or Low (L) • NA to K : Ratio – Blood Sodium Concentration: Blood Potassium Concentration • Drug : Prescription Drug Prescribed to Patient

BP

BP

BP

Sex

Sex

Sex

Age

Age

Age

Chol

Chol

Chol

Drug

Drug

Drug

NA_to_K

NA_to_K

NA_to_K

23

F

H

H

25.35

Y

58

F

H

H

19.42

Y

31

M

H

N

11.87

A

47

M

L

H

13.09

C

67

M

N

N

10.90

X

45

F

H

H

12.85

A

47

M

L

H

10.11

C

62

M

L

N

27.18

Y

28

F

L

H

13.13

C

28

F

N

H

7.80

X

24

F

H

N

18.46

Y

56

M

N

H

8.97

X

61

F

L

H

18.04

Y

68

F

H

N

10.19

A

22

M

H

N

28.29

Y

22

F

N

H

8.61

X

26

F

L

H

14.16

C

37

M

L

N

8.97

X

49

F

N

H

16.28

Y

65

M

H

N

11.34

A

22

M

N

H

11.95

X

41

M

L

H

11.04

C

40

M

H

H

27.83

Y

42

M

L

H

20.01

Y

60

M

N

H

15.17

Y

60

M

N

N

10.09

X

72

M

H

N

9.68

A

43

M

L

N

19.37

Y

34

M

H

H

18.70

Y

23

M

N

H

16.85

Y

47

F

L

H

11.77

C

38

F

L

N

29.87

Y

50

M

H

H

7.49

A

34

F

H

N

19.20

Y

24

M

H

N

9.47

A

47

F

N

N

6.68

X

43

M

L

H

15.38

Y

67

M

L

N

20.69

Y

35

M

L

N

9.17

X

74

F

L

H

20.94

Y

45

M

L

N

8.37

X

65

F

L

N

13.77

X

50

F

N

H

12.70

X

60

F

H

H

13.30

A

20

F

N

N

9.28

X

16

F

H

N

15.52

Y

68

F

N

N

27.05

Y

51

M

H

H

18.30

Y

69

M

L

N

11.46

X

29

M

H

H

12.86

A

67

M

N

N

9.51

X

43

M

H

H

13.97

A

17

M

N

N

10.83

X

40

F

N

H

10.10

X

23

M

L

H

7.30

C

54

M

N

H

24.66

Y

32

F

H

N

10.29

A

32

F

H

N

25.97

Y

18

F

H

N

24.28

Y

61

F

H

H

25.47

Y

57

M

L

N

19.13

Y

70

M

H

H

13.97

A

28

M

N

H

27.06

Y

63

M

N

H

25.92

Y

28

F

N

H

19.67

Y

15

M

H

N

17.21

Y

47

M

L

N

30.57

Y

24

F

N

H

10.60

X

34

M

N

H

22.46

Y

48

F

L

H

15.04

Y

41

F

N

N

22.90

Y

36

F

N

H

16.75

Y

33

F

L

H

33.49

Y

31

M

H

N

17.07

Y

53

F

H

N

12.50

A

28

F

H

N

18.81

Y

26

M

L

N

20.91

Y

19

F

H

N

25.97

Y

31

M

H

H

30.37

Y

36

F

H

H

11.20

A

66

M

H

H

16.35

Y

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