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Patient Complication Weight Age Diabetes
1 0 146 50 0
2 0 205 29 0
3 1 215 69 0
4 0 162 45 0
5 0 154 64 0
6 0 143 69 0
7 0 154 29 0
8 0 191 82 0
9 0 142 30 0
10 0 141 62 0
11 0 171 79 0
12 0 205 33 0
13 0 170 49 0
14 0 170 34 0
15 0 161 83 1
16 0 175 78 0
17 0 177 26 1
18 0 183 84 0
19 0 193 51 1
20 0 149 31 1
21 0 157 71 0
22 0 203 40 0
23 0 148 62 0
24 0 197 40 0
25 0 157 38 0
26 0 161 25 0
27 0 180 76 0
28 0 155 78 0
29 0 175 47 0
30 0 194 73 0
31 0 159 75 0
32 0 211 30 0
33 1 211 63 0
34 0 205 59 1
35 0 191 72 0
36 0 215 64 0
37 0 196 30 0
38 1 207 59 1
39 0 171 66 0
40 0 171 36 0
41 0 187 76 0
42 0 182 35 0
43 1 218 39 1
44 1 156 49 0
45 0 208 79 0
46 1 148 38 1
47 0 170 79 0
48 1 144 34 0
49 1 152 30 0
50 0 202 72 0
51 0 172 35 0
52 0 169 70 0
53 0 174 26 0
54 0 166 72 0
55 0 184 55 0
56 1 218 40 0
57 1 185 35 1
58 0 186 68 0
59 0 191 27 0
60 0 206 79 0
61 0 200 60 0
62 1 175 74 0
63 0 218 68 0
64 0 184 58 0
65 0 164 46 0
66 0 153 83 0
67 0 151 42 0
68 0 200 66 0
69 0 168 63 0
70 0 201 71 1
71 0 165 74 0
72 0 197 62 1
73 1 189 60 1
74 1 171 25 0
75 0 165 25 0
76 0 216 37 0
77 1 203 61 1
78 1 196 63 0
79 1 153 62 1
80 1 205 80 0
81 0 183 27 0
82 1 210 51 0
83 0 150 78 0
84 0 159 28 0
85 0 197 26 0
86 0 161 43 0
87 0 144 59 0
88 0 210 70 0
89 0 170 41 1
90 0 148 41 0
91 0 194 42 0
92 0 152 74 0
93 1 153 34 1
94 1 169 65 0
95 1 186 81 1
96 0 180 31 0
97 1 201 39 0
98 0 170 73 0
99 1 165 72 1
100 0 167 61 0
101 0 179 40 0
102 0 207 46 0
103 0 176 45 0
104 0 209 30 0
105 0 194 42 0
106 0 198 42 1
107 1 218 46 0
108 1 156 77 0
109 0 152 69 0
110 0 180 77 0
111 1 201 71 0
112 0 163 39 0
113 0 196 37 0
114 0 147 33 0
115 0 148 59 0
116 0 187 29 0
117 0 172 81 0
118 1 192 42 0
119 0 190 37 1
120 0 214 46 1
121 1 193 28 0
122 0 211 48 0
123 0 207 30 0
124 0 215 42 0
125 0 204 39 0
126 0 193 56 0
127 1 186 45 0
128 0 192 25 0
129 1 204 42 1
130 1 186 61 1
131 0 204 34 0
132 0 157 30 0
133 0 218 51 0
134 0 154 82 0
135 0 141 69 0
136 0 211 40 0
137 0 207 78 1
138 0 191 73 0
139 1 210 77 0
140 1 188 69 0
141 0 164 80 0
142 0 207 30 0
143 0 188 47 0
144 1 197 54 1
145 1 167 82 1
146 0 187 72 0
147 0 174 66 0
148 0 209 37 0
149 0 177 65 0
150 0 174 56 0
151 0 161 61 0
152 0 203 36 0
153 0 148 72 0
154 0 147 35 0
155 0 168 63 0
156 1 196 45 0
157 0 196 28 0
158 0 145 39 0
159 0 174 36 0
160 0 160 79 0
161 0 180 24 0
162 1 182 41 1
163 0 148 53 0
164 0 169 55 0
165 0 174 78 0
166 0 181 33 0
167 0 210 29 0
168 0 216 27 0
169 0 179 34 0
170 0 192 51 0
171 0 205 81 0
172 0 161 81 1
173 0 174 60 0
174 0 201 66 0
175 1 209 29 0
176 0 151 66 1
177 0 164 73 0
178 0 173 58 1
179 0 153 55 1
180 0 197 56 0
181 1 192 61 1
182 1 164 64 0
183 0 153 52 0
184 0 163 71 1
185 0 205 57 0
186 1 181 75 0
187 1 184 33 0
188 0 161 79 0
189 0 208 56 0
190 0 169 81 0
191 0 169 78 0
192 0 206 36 1
193 0 194 47 0
194 0 144 64 0
195 0 159 80 0
196 0 158 64 0
197 0 172 43 0
198 0 220 30 0
199 0 153 36 0
200 1 159 67 0
201 0 218 74 0
202 0 157 47 0
203 1 182 32 0
204 0 206 32 0
205 0 217 72 0
206 0 191 25 0
207 0 163 40 0
208 0 144 81 1
209 1 183 64 1
210 1 162 68 1
211 0 203 45 0
212 0 140 30 0
213 0 172 45 0
214 0 194 41 0
215 0 192 63 0
216 0 196 45 0
217 1 150 81 0
218 0 170 32 0
219 1 215 32 1
220 0 152 66 0
221 0 182 51 0
222 0 152 49 0
223 0 164 44 0
224 0 184 39 0
225 0 164 69 0
226 0 153 48 0
227 0 202 27 0
228 1 193 71 0
229 0 149 39 0
230 0 187 32 0
231 1 147 30 1
232 0 154 53 0
233 0 173 45 0
234 0 168 75 0
235 0 177 79 0
236 0 165 51 0
237 0 188 39 0
238 0 179 80 0
239 0 211 35 0
240 1 204 67 0

A logistic regression model is estimated to analyze the probability of complications for male patients resulting from a serious infection. Predictor variables include the patient's weight and age and whether he is diabetic (Diabetes equals 1 if diabetic, 0 otherwise). The accompanying data file includes information on 260 male patients who had tested positive for a serious infection.

Estimate the logistic model to find the odds of complications for a 60-year-old diabetic patient with a weight of 180 pounds.

Note: Do not round intermediate calculations and round final answer to 2 decimal places.

Diabetic Patient Odds = ____________

Find the corresponding odds if the patient is not diabetic?

Note: Do not round intermediate calculations and round final answer to 2 decimal places.

Non-diabetic Patient Odds = _________

What is the percentage difference in the odds for a diabetic patient compared to a nondiabetic patient, holding the other variables constant?

Note: Do not round intermediate calculations and round final answers to 2 decimal places.

The odds _______ by ______ percent.

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