Exhibit 14.1
The age, weight, gender, and the number of children were tracked for 50 people who either have or have not been diagnosed with a certain illness. The data are provided in the table below.
\[\begin{array} { l l l l l l }
31 & 43 & 177 & \mathrm {~m} & 4 & \mathrm { n } \
32 & 42 & 178 & \mathrm {~m} & 1 & \mathrm { n } \
33 & 28 & 183 & \mathrm {~m} & 1 & \mathrm { n } \
34 & 60 & 177 & \mathrm { f } & 1 & \mathrm { y } \
35 & 60 & 176 & \mathrm {~m} & 5 & \mathrm { n } \
36 & 62 & 199 & \mathrm {~m} & 0 & \mathrm { n } \
37 & 57 & 177 & \mathrm {~m} & 0 & \mathrm { n } \
38 & 31 & 152 & \mathrm { f } & 3 & \mathrm { n } \
39 & 68 & 185 & \mathrm { f } & 2 & \mathrm { n } \
40 & 26 & 134 & \mathrm { f } & 2 & \mathrm { n } \
41 & 38 & 142 & \mathrm { f } & 2 & \mathrm { n } \
42 & 51 & 199 & \mathrm { f } & 2 & \mathrm { n } \
43 & 62 & 133 & \mathrm { f } & 4 & \mathrm { n } \
44 & 38 & 131 & \mathrm { f } & 4 & \mathrm { n } \
45 & 73 & 196 & \mathrm {~m} & 1 & \mathrm { y } \
46 & 48 & 120 & \mathrm { f } & 2 & \mathrm { n } \
47 & 54 & 197 & \mathrm { f } & 1 & \mathrm { y } \
48 & 38 & 136 & \mathrm { f } & 0 & \mathrm { n } \
49 & 54 & 183 & \mathrm { f } & 0 & \mathrm { y } \
50 & 52 & 199 & \mathrm { f } & 0 & \mathrm { y }
\end{array}\]
-See Exhibit 14.1 - How well can logistic regression classify the people as having the illness or not

Question

Exhibit 14.1
The age, weight, gender, and the number of children were tracked for 50 people who either have or have not been diagnosed with a certain illness.  The data are provided in the table below.
  \[\begin{array} { l l l l l l } 
31 & 43 & 177 & \mathrm {~m} & 4 & \mathrm { n } \
32 & 42 & 178 & \mathrm {~m} & 1 & \mathrm { n } \
33 & 28 & 183 & \mathrm {~m} & 1 & \mathrm { n } \
34 & 60 & 177 & \mathrm { f } & 1 & \mathrm { y } \
35 & 60 & 176 & \mathrm {~m} & 5 & \mathrm { n } \
36 & 62 & 199 & \mathrm {~m} & 0 & \mathrm { n } \
37 & 57 & 177 & \mathrm {~m} & 0 & \mathrm { n } \
38 & 31 & 152 & \mathrm { f } & 3 & \mathrm { n } \
39 & 68 & 185 & \mathrm { f } & 2 & \mathrm { n } \
40 & 26 & 134 & \mathrm { f } & 2 & \mathrm { n } \
41 & 38 & 142 & \mathrm { f } & 2 & \mathrm { n } \
42 & 51 & 199 & \mathrm { f } & 2 & \mathrm { n } \
43 & 62 & 133 & \mathrm { f } & 4 & \mathrm { n } \
44 & 38 & 131 & \mathrm { f } & 4 & \mathrm { n } \
45 & 73 & 196 & \mathrm {~m} & 1 & \mathrm { y } \
46 & 48 & 120 & \mathrm { f } & 2 & \mathrm { n } \
47 & 54 & 197 & \mathrm { f } & 1 & \mathrm { y } \
48 & 38 & 136 & \mathrm { f } & 0 & \mathrm { n } \
49 & 54 & 183 & \mathrm { f } & 0 & \mathrm { y } \
50 & 52 & 199 & \mathrm { f } & 0 & \mathrm { y }
\end{array}\]
-See Exhibit 14.1 - How well can logistic regression classify the people as having the illness or not

Quizplus · Accepted Answer

The Answer of Exhibit 14.1
The age, weight, gender, and the number of children were tracked for 50 people who either have or have not been diagnosed with a certain illness.  The data are provided in the table below.
  \[\begin{array} { l l l l l l } 
31 & 43 & 177 & \mathrm {~m} & 4 & \mathrm { n } \
32 & 42 & 178 & \mathrm {~m} & 1 & \mathrm { n } \
33 & 28 & 183 & \mathrm {~m} & 1 & \mathrm { n } \
34 & 60 & 177 & \mathrm { f } & 1 & \mathrm { y } \
35 & 60 & 176 & \mathrm {~m} & 5 & \mathrm { n } \
36 & 62 & 199 & \mathrm {~m} & 0 & \mathrm { n } \
37 & 57 & 177 & \mathrm {~m} & 0 & \mathrm { n } \
38 & 31 & 152 & \mathrm { f } & 3 & \mathrm { n } \
39 & 68 & 185 & \mathrm { f } & 2 & \mathrm { n } \
40 & 26 & 134 & \mathrm { f } & 2 & \mathrm { n } \
41 & 38 & 142 & \mathrm { f } & 2 & \mathrm { n } \
42 & 51 & 199 & \mathrm { f } & 2 & \mathrm { n } \
43 & 62 & 133 & \mathrm { f } & 4 & \mathrm { n } \
44 & 38 & 131 & \mathrm { f } & 4 & \mathrm { n } \
45 & 73 & 196 & \mathrm {~m} & 1 & \mathrm { y } \
46 & 48 & 120 & \mathrm { f } & 2 & \mathrm { n } \
47 & 54 & 197 & \mathrm { f } & 1 & \mathrm { y } \
48 & 38 & 136 & \mathrm { f } & 0 & \mathrm { n } \
49 & 54 & 183 & \mathrm { f } & 0 & \mathrm { y } \
50 & 52 & 199 & \mathrm { f } & 0 & \mathrm { y }
\end{array}\]
-See Exhibit 14.1 - How well can logistic regression classify the people as having the illness or not

Exhibit 14 -See Exhibit 14