Fundamentals of Math - old
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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