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.

1. 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.

2. Find the corresponding odds if the patient is not diabetic?

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

3. 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.

DATA:

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	1	196	30	0
38	0	207	59	1
39	1	171	66	0
40	1	171	36	0
41	1	187	76	0
42	0	182	35	0
43	1	218	39	1
44	1	156	49	0
45	1	208	79	0
46	0	148	38	1
47	1	170	79	0
48	0	144	34	0
49	0	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