At the 0.05 level, can we conclude there is a difference between the students’ fall weight and spring weight? Draw a random sample from the 67 college students, carefully explaining your procedure. YOU MUST USE a different “random” method this time your sample must consist of 10 students, not 20-29 Determine whether your sample provides statistical evidence that there is a difference between the students’ fall weight (before) and spring weight (after). Set alpha at 0.05. Adding on to the written report above, address question 4! o Note: It may be wise to use a hypothesis testing sheet (nice handwriting, etc…) to help with your report.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
100%
4. At the 0.05 level, can we conclude there is a difference between the students’ fall weight and spring weight? Draw a random sample from the 67 college students, carefully explaining your procedure. YOU MUST USE a different “random” method this time your sample must consist of 10 students, not 20-29 Determine whether your sample provides statistical evidence that there is a difference between the students’ fall weight (before) and spring weight (after). Set alpha at 0.05. Adding on to the written report above, address question 4! o Note: It may be wise to use a hypothesis testing sheet (nice handwriting, etc…) to help with your report.
ID# AGE Gender
179
180
181
182
183
184
185
186
187
188
189
190
191
192
198
199
200
58
56
66
58
193
41
194
60
195 45
196
61
197
201
202
203
204
205
206
207
208
209
210
211
212
226
227
228
229
230
231
232
21
213
74
214
58
69
215
216 49
217 45
218 56
219 24
220 39
221
49
222
74
223 46
234
235
236
237
238
239
67
46
62
37
224 37
225 44
42
240
241
72
31
58
41
41
60
255
256
35
80
52
257
258
259
260
80
26
22
19
29
233 26
40
30
43
22
42
21
261
262
263
18
80
54
58
80
21
70
57
78
ID# AGE Gender
264
265
53
19
242
243
244
245
246
247
45
68
248
249 57
250 56
251 37
252
42
253
39
254
23
23
20
56
80
20
30
45
75
20
29
55
24
27
60
52
80
61
33
51
80
266
30
267 76
268 43
(1M) Systolic Diastolic HDL
0
146
62
1
112
1
1
1
0
1
0
0
1
1
1
1
0
0
1
1
1
1
1
1
0
1
0
0
1
1
1
0
1
1
0
0
0
1
0
1
0
0
1
1
1
1
1
0
0
1
0
0
1
0
1
0
1
0
0
1
1
1
0
1
1
0
0
0
1
1
0
1
1
0
1
1
1
1
102
122
0
1
112
134
136
112
110
106
126
130
118
132
126
116
114
114
114
136
124
154
116
112
126
136
144
124
150
110
100
142
146
98
128
128
156
122
118
124
112
122
128
158
114
134
106
136
94
118
146
106
106
120
106
118
144
130
120
116
106
122
112
150
122
122
114
102
166
134
126
126
118
116
106
110
112
114
126
102
120
122
114
78
76
58
66
88
84
56
76
72
130
112
126
130
130
116
68
68
70
76
90
74
72
68
78
68
50
64
66
70
80
72
66
76
42
52
54
74
72
46
66
72
84
88
78
84
72
80
70
56
68
84
72
82
58
80
68
64
64
66
72
64
98
68
64
72
62
78
68
86
68
76
74
60
94
96
74
68
80
74
54
56
70
56
78
68
74
50
74
76
82
66
82
76
74
52 151
52
138
56
171
76
118
33 112
27
56
78
113
92
(M-11 Systelic diastolic HOL LDL weight light
BMI
0
112
68
48
126
89.9 169.1
31.4
1
178.4
28.0
102
96
89.1
105.1 149.5
0
47.0
1
39 149
36.2
1
34 61
47 86
116.0 179.1
74.7 165.3 27.3
101.8 162.8 38.4
83 104.8 162.0
0
1
41
39.9
1
55
52
178.7
20.3
64.9
92 84.5 165.1
0
69
31.0
1
34 115
79.0 180.1
24.4
29
64
24.4
1
74.2
66.9
1
54 107
57
57
75.3
0
67
87
85
126
117
43 138
High+
LDL
162.6
66
162
43
51
weight
65.6
108.8
69.1
55
94
43
66
73.0
67.6
140.1
91.3
44
54
48
78 130 127.5
49
76 85.0
86.2
72.8
73.1
81.7
99.8
180.5
97.9
171.5
90.4
167.0
115.5
156.5
89.2 179.8
63 158 48.5
37
53
66
65
47
71
53
34
85
65 128
59
80
48 108
31 129
37 121 64.6
41
134 91.5
59
39 87.1
30
175
95.8
90 145
46.3
156.5
39
81 63.9 170.5
55
72.2 158.4
80
58 151
167.6
169.7
166.6
186.3
144.4
124 109.1
176.6
129 77.8
171.1
172 93.3
150.6
70 68.5 160.3
70
56.7
70.5 176.8
62
124
159.4 22.3
22.6
162.5 52.6
54
106
138.9
98 118
90.6
28.4
51
113
72.8
33.3
58
60.8 164.4
22.5
83
48 193 116.2 170.4 40.0
43
52 75.2 174.3 24.8
48 143
31
99
64
81.3 177.2 25.9
91.4 174.4 30.1
79.1 177.1 25.2
63
68 84
83.6 166.1 30.3
68.8
98 97.5
72
49
63
142
38
73
61 113
36
50
124
46
73.1 169.3
183.7
165.7
170.0
165.6
157.0
169.8
161.4
167.7
180.0
177.0
100.4
103.7
56.7
61.7
168.2
185.7
108.3
61.0
172.6
181.1
178.7
147.9
BMI
24.8
32.2
25.2
174.4
169.0
164.0
165.2
25.3
24.7
56.8
31.7
33.1
25.9
22.6
26.1
30.6
33.3
32.4
47.2
27.6
25.5
22.8
26.5
29.2
29.2
18.9
22.0
28.8
24.5
33.9
45.9
24.5
23.3
35.0
26.6
23.6
41
43
29.8
56 80
52.6 162.9 19.8
40 128
163.1
173.2
92.5
82.6
62.2
34.8
27.5
186
119
163.3 23.3
76 103.6
68
62.1
185.1 30.2
162.9 23.4
174.8 28.9
166.1 26.0
153 88.4
61
71.7
155
124 75.6
153 94.5 172.0
173.2 25.2
46
31.9
50
176
92.2
174.4
30.3
57 127
182.8
17.0
56.8
158 125.7 169.8 43.6
127
179.4 31.2
180.3 31.9
156.1
23.3
168.0
21.9
163.0
40.8
178.2 19.2
181.1
31.8
147.2
41.1
26.7
64.5
174.4
90.7
23.4
28.0
42
192 104.4
48
157 56.5
26.1
38
125 96.2
32.4
172.2
31 71 98.7
169.8 34.2
53 166 101.3 176.1 32.7
43 150 115.3 193.3 30.9
61
173
67.4 159.9 26.4
57
50
58.4 164.5 21.6
63
77
56 147 60.1
83.2 183.6 24.7
153.3 25.6
37 75 84.8 165.4 31.0
ID# AGE
269
270
271
272
273
274
275 46
276
74
277
45
34
AGE Gender
70
75
278
279 53
280
48
281
282
283
284
285
286
287
288
51
29
33
80
48
64
80
18
289
33
290 51
291
292
293
22
30
21
46
294
295
296
299
300
18
49
67
18
42
24
297 50
298 53
34
31
(1=M) Systolic diastoli
0
160
40
0
144
0
118
1
1
0
0
0
1
0
1
1
1
1
1
1
1
0
0
1
1
0
1
0
1
0
0
1
0
1
0
1
138
120
108
114
106
140
120
142
120
108
114
112
112
102
108
142
106
104
134
106
164
136
100
130
96
132
132
104
104
72
56
82
54
68
80
64
84
74
98
6.8
68
68
70
46
56
64
66
50
68
56
44
96
82
72
64
62
84
74
54
70
HDL LDL weight Hight BMI
38
79
90.5
165.4
33.1
115
60.4
23.0
102
84.5
30.3
163
96.2
33.2
105
65.3
127
57.7
69.6
48
42
42
58
64
63
118
132
101
69 133.3
202
116
90.3
89.2
84.8
127 65.3
143
48
137
100.2
75.5
53 87
79.1
67.8
91
43
37
26
77
49
71
30 89
64
97
84
52
53
53
40
67.3
72.6
123 55.4
65 54.1
77
39 62
52 70
62 60
43 102
42 69
42 112
118 96.8
48 70,5
71.6
124
126 78.4
44 103
112
64
161.9
166.9
170.1
175.7
155.6
168.6
177.3
162.8
171.1
173.7
169.4
181.9
171.4
183.6
163.1
144.2
168.7
187.2
156.3
172.8
163.4
110.2 169.1
71.4 162.5
62.0 175.6
56.3 162.7
103.2 146.7
102.6
96.1
56.4
190.3
161.9
21.2
23.8
24.5
21.4
27.4
45.5
29.9
31.1
25.6
22.2
27.7
28.8
23.5
25.5
26.6
19.0
27.6
28.9
24.0
29.4
38.5
27.0
20.1
21.3
48.0
181.0 31.3
162.2 36.5
165.4 20.6
Transcribed Image Text:ID# AGE Gender 179 180 181 182 183 184 185 186 187 188 189 190 191 192 198 199 200 58 56 66 58 193 41 194 60 195 45 196 61 197 201 202 203 204 205 206 207 208 209 210 211 212 226 227 228 229 230 231 232 21 213 74 214 58 69 215 216 49 217 45 218 56 219 24 220 39 221 49 222 74 223 46 234 235 236 237 238 239 67 46 62 37 224 37 225 44 42 240 241 72 31 58 41 41 60 255 256 35 80 52 257 258 259 260 80 26 22 19 29 233 26 40 30 43 22 42 21 261 262 263 18 80 54 58 80 21 70 57 78 ID# AGE Gender 264 265 53 19 242 243 244 245 246 247 45 68 248 249 57 250 56 251 37 252 42 253 39 254 23 23 20 56 80 20 30 45 75 20 29 55 24 27 60 52 80 61 33 51 80 266 30 267 76 268 43 (1M) Systolic Diastolic HDL 0 146 62 1 112 1 1 1 0 1 0 0 1 1 1 1 0 0 1 1 1 1 1 1 0 1 0 0 1 1 1 0 1 1 0 0 0 1 0 1 0 0 1 1 1 1 1 0 0 1 0 0 1 0 1 0 1 0 0 1 1 1 0 1 1 0 0 0 1 1 0 1 1 0 1 1 1 1 102 122 0 1 112 134 136 112 110 106 126 130 118 132 126 116 114 114 114 136 124 154 116 112 126 136 144 124 150 110 100 142 146 98 128 128 156 122 118 124 112 122 128 158 114 134 106 136 94 118 146 106 106 120 106 118 144 130 120 116 106 122 112 150 122 122 114 102 166 134 126 126 118 116 106 110 112 114 126 102 120 122 114 78 76 58 66 88 84 56 76 72 130 112 126 130 130 116 68 68 70 76 90 74 72 68 78 68 50 64 66 70 80 72 66 76 42 52 54 74 72 46 66 72 84 88 78 84 72 80 70 56 68 84 72 82 58 80 68 64 64 66 72 64 98 68 64 72 62 78 68 86 68 76 74 60 94 96 74 68 80 74 54 56 70 56 78 68 74 50 74 76 82 66 82 76 74 52 151 52 138 56 171 76 118 33 112 27 56 78 113 92 (M-11 Systelic diastolic HOL LDL weight light BMI 0 112 68 48 126 89.9 169.1 31.4 1 178.4 28.0 102 96 89.1 105.1 149.5 0 47.0 1 39 149 36.2 1 34 61 47 86 116.0 179.1 74.7 165.3 27.3 101.8 162.8 38.4 83 104.8 162.0 0 1 41 39.9 1 55 52 178.7 20.3 64.9 92 84.5 165.1 0 69 31.0 1 34 115 79.0 180.1 24.4 29 64 24.4 1 74.2 66.9 1 54 107 57 57 75.3 0 67 87 85 126 117 43 138 High+ LDL 162.6 66 162 43 51 weight 65.6 108.8 69.1 55 94 43 66 73.0 67.6 140.1 91.3 44 54 48 78 130 127.5 49 76 85.0 86.2 72.8 73.1 81.7 99.8 180.5 97.9 171.5 90.4 167.0 115.5 156.5 89.2 179.8 63 158 48.5 37 53 66 65 47 71 53 34 85 65 128 59 80 48 108 31 129 37 121 64.6 41 134 91.5 59 39 87.1 30 175 95.8 90 145 46.3 156.5 39 81 63.9 170.5 55 72.2 158.4 80 58 151 167.6 169.7 166.6 186.3 144.4 124 109.1 176.6 129 77.8 171.1 172 93.3 150.6 70 68.5 160.3 70 56.7 70.5 176.8 62 124 159.4 22.3 22.6 162.5 52.6 54 106 138.9 98 118 90.6 28.4 51 113 72.8 33.3 58 60.8 164.4 22.5 83 48 193 116.2 170.4 40.0 43 52 75.2 174.3 24.8 48 143 31 99 64 81.3 177.2 25.9 91.4 174.4 30.1 79.1 177.1 25.2 63 68 84 83.6 166.1 30.3 68.8 98 97.5 72 49 63 142 38 73 61 113 36 50 124 46 73.1 169.3 183.7 165.7 170.0 165.6 157.0 169.8 161.4 167.7 180.0 177.0 100.4 103.7 56.7 61.7 168.2 185.7 108.3 61.0 172.6 181.1 178.7 147.9 BMI 24.8 32.2 25.2 174.4 169.0 164.0 165.2 25.3 24.7 56.8 31.7 33.1 25.9 22.6 26.1 30.6 33.3 32.4 47.2 27.6 25.5 22.8 26.5 29.2 29.2 18.9 22.0 28.8 24.5 33.9 45.9 24.5 23.3 35.0 26.6 23.6 41 43 29.8 56 80 52.6 162.9 19.8 40 128 163.1 173.2 92.5 82.6 62.2 34.8 27.5 186 119 163.3 23.3 76 103.6 68 62.1 185.1 30.2 162.9 23.4 174.8 28.9 166.1 26.0 153 88.4 61 71.7 155 124 75.6 153 94.5 172.0 173.2 25.2 46 31.9 50 176 92.2 174.4 30.3 57 127 182.8 17.0 56.8 158 125.7 169.8 43.6 127 179.4 31.2 180.3 31.9 156.1 23.3 168.0 21.9 163.0 40.8 178.2 19.2 181.1 31.8 147.2 41.1 26.7 64.5 174.4 90.7 23.4 28.0 42 192 104.4 48 157 56.5 26.1 38 125 96.2 32.4 172.2 31 71 98.7 169.8 34.2 53 166 101.3 176.1 32.7 43 150 115.3 193.3 30.9 61 173 67.4 159.9 26.4 57 50 58.4 164.5 21.6 63 77 56 147 60.1 83.2 183.6 24.7 153.3 25.6 37 75 84.8 165.4 31.0 ID# AGE 269 270 271 272 273 274 275 46 276 74 277 45 34 AGE Gender 70 75 278 279 53 280 48 281 282 283 284 285 286 287 288 51 29 33 80 48 64 80 18 289 33 290 51 291 292 293 22 30 21 46 294 295 296 299 300 18 49 67 18 42 24 297 50 298 53 34 31 (1=M) Systolic diastoli 0 160 40 0 144 0 118 1 1 0 0 0 1 0 1 1 1 1 1 1 1 0 0 1 1 0 1 0 1 0 0 1 0 1 0 1 138 120 108 114 106 140 120 142 120 108 114 112 112 102 108 142 106 104 134 106 164 136 100 130 96 132 132 104 104 72 56 82 54 68 80 64 84 74 98 6.8 68 68 70 46 56 64 66 50 68 56 44 96 82 72 64 62 84 74 54 70 HDL LDL weight Hight BMI 38 79 90.5 165.4 33.1 115 60.4 23.0 102 84.5 30.3 163 96.2 33.2 105 65.3 127 57.7 69.6 48 42 42 58 64 63 118 132 101 69 133.3 202 116 90.3 89.2 84.8 127 65.3 143 48 137 100.2 75.5 53 87 79.1 67.8 91 43 37 26 77 49 71 30 89 64 97 84 52 53 53 40 67.3 72.6 123 55.4 65 54.1 77 39 62 52 70 62 60 43 102 42 69 42 112 118 96.8 48 70,5 71.6 124 126 78.4 44 103 112 64 161.9 166.9 170.1 175.7 155.6 168.6 177.3 162.8 171.1 173.7 169.4 181.9 171.4 183.6 163.1 144.2 168.7 187.2 156.3 172.8 163.4 110.2 169.1 71.4 162.5 62.0 175.6 56.3 162.7 103.2 146.7 102.6 96.1 56.4 190.3 161.9 21.2 23.8 24.5 21.4 27.4 45.5 29.9 31.1 25.6 22.2 27.7 28.8 23.5 25.5 26.6 19.0 27.6 28.9 24.0 29.4 38.5 27.0 20.1 21.3 48.0 181.0 31.3 162.2 36.5 165.4 20.6
ID#
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
GENDER
AGE (1=M) SYSTOLIC DIASTOLIC HDL
43
0
100
70
73
57
112
70
35
38
134
94
80
64
68
60
64
81
82
83
84
85
86
87
88
34
77
29
69
44
35
79
72
18
65
37
29
30
44
51
50
63
23
66
65
46
70
59
31
35
40
55
22
51
26
62
74
43
56
54
20
80
18
30
78
55
18
40
39
21
39
68
51
18
35
44
18
20
45
51
63
37
80
80
18
62
41
Gender
JO# AGC (L-M)
44
63
0
45
64
0
46
0
47
1
48
0
49
0
50
51
52
59
36
80
33
60
38
55
68
21
32
27
62
24
37
1
0
1
19
69
46
80
41
27
1
1
1
0
0
1
1
0
1
1
0
0
1
0
0
1
1
1
0
1
0
1
0
1
1
1
1
1
1
0
0
1
0
0
0
1
1
0
0
0
0
1
0
0
0
1
0
1
0
0
1
1
1
1
0
0
1
0
1
1
0
0
0
0
1
1
1
1
0
1
0
0
0
0
0
0
1
0
126
114
134
118
138
114
124
138
110
116
134
100
92
124
100
106
158
132
116
122
132
138
128
134
112
122
134
106
104
158
94
144
128
120
112
100
116
162
110
122
120
136
106
124
114
136
108
136
112
120
136
112
122
120
142
120
110
108
142
112
80
66
70
58
72
40
66
80
58
160
102
118
66
50
72
82
74
54
88
76
68
52
90
60
72
78
62
66
88
56
84
80
70
62
70
72
80
48
64
76
76
74
72
60
60
68
54
64
68
86
60
64
68
78
56
Systolic diastolic HOL
130
88
44
130
70
112
66
154
102
92
68
108
70
128
60
124
78
108
82
132
74
120
90
120
62
126
72
128
84
106
70
110
76
146
90
128
156
114
96
122
84
78
82
56
62
78
84
76
66
60
64
72
36
37
50
55
53
40
45
62
54
41
55
64
110
92
53 102
45 79
BMI
LDL WEIGHT HEIGHT
68 98.6
116 96.9
172.0
33.3
186.0
28.0
223 108.2 1544 45.4
83 73.1
104
75
83.1
86.5
64.1
166.7
128
178.5
140 79.2 155.7
136
64.2
118.8
71.3
98.2
122.7
100 75.3
51.8
76.1
30
89.5
59
75.9
67
67.1
53 102 86.9
43 88
91.1
58 138 96.4
49 81
81.4
51 123 86.3
62 140 54.4
41
47
94
124
47
119
129
38 200 72.3
45 123 78.5
53 90
52 98
70.9
60.5
75.9
42 164
74
140 55.6
64
85 46.9
32 156
93.5
52
56 50.4
87 168
42
51
62
62
58
50
34
38
90 87.8
94
69.8
150
57.8
152
73.5
65
57.8
99
59.5
132
81.3
137
88.3
160.5 28.4
179.0
25.9
102 weight
190
72.7
66.5
32.7
157.6 25.8
36.5
25.8
180.4
166.3
168.6
34.5
181.1 37.4
170.0
26.1
164.0
159.5
180.8
155.4
178.8
174.7
171.9
175.9
155.6
179.8
149.0
182.9
169.3
155.6
156.8
161.6
154.8
155.5
155.0
31.1
20.1
154.9
86.8 161.5
166.2
160.0
163.6
164.7
170.2
155.0 24.8
87
98
53 164
85.9
48
91
77
85
35
37
102.6
39.0
73 105.3 169.5
155 94.7
42 113 144.9
36 95
95 113
98
71
62
97
68
19.3
29.9
27.4
31.4
21.0
28.5
30.8
31.2
33.6
26.7
24.5
21.6
27.4
29.3
24.6
29.1
23.2
19.4
38.9
21.0
33.3
31.8
27.3
21.6
27.1
20.0
178.4 25.5
176.7 28.3
56
74
46
65 158 704 171.5
height BMI
154.6 30.4
159.5
26.1
167.1
30.8
174.9 33.5
156.8 15.9
36.7
29.8
178.2
183.1 43.2
170.9 31.8
92.8
45.2
150.4
71.5
84.1
112.8 174.6 37.0
151.6 19.7
159.7
158.4
59.0
28.5
172.9 28.1
100
40 122
66
76
173.6
74.0
24.6
78
64.0
140
160.1
25.0
45 112 92.8 164.8 34.2
47
85.9
112
172.1 29.0
52 121 105.5
45.0
153.2
123.9 184.3 36.5
47
182.0
58 76.5
23.1
65 120 43.3
134.5 23.9
47
87 71.7
188.4 20.2
43 79 90.0 174.3 29.6
57 71
63 133 70.6 168.5 24.9
169.1 40.2
63 119 114.9
97 251 64.8 180.3 19.9
34 69 76.6 172.2 25,8
45 111 89.1 160.2 34,7
86 95 58.5 157.8 23.5
49 85 57.2
166.3 20.7
63 63 93.7 189.7 26.0
57 135 81.4 158.4 32.4
146 95.6 177.8 30.2
140 107.4 178.5 33.7
63
58
39 86 74.6 178.7 23.4
26 122 106.0
180.0 32.7
62 144 84.4 177.5 26.8
148
86.5
152.4
69 59.6 181.3
65
37.2
18.1
164.1
96
143
29.4
160.6
26.5
79.1
68.4
63.4 172.6
85.7 167.7 30.5
182
75
21.3
23.9
JD# AGL
89
80
90
91
92
93
94
95
96
97
98
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
JD #
134
135
136
137
138
139
140
141
142
99 58
100 18
101
46
102
45
103
27
104
63
105 69
106
107
107
108
109
110
143
144
145
146
147
148
149
41
68
154
155
62
35
156
157
24
42
158
159
160
161
162
163
64
28
33
60
57
41
61
46
41
65
63
30
64
66
60
19
54
24
57
74
65
18
32
26
29
67
36
63
23
45
39
65
47
66
60
57
46
150 69
Gige
35
53
59
37
57
25
151 76
152 27
153
25
63
75
66
36
29
38
34
31
64
23
19
29
33
54
42
164
165
41
166 51
167 68
168 32
169
70
170
51
171
45
172
61
173
76
45
47
174
175
176
27
177 22
178
60
Gender
(1M) Systolic diastolic Hol 202 weight height BMIT
0
130
62 104
158.8 20.0
0
61
98
29.4
50.4
72.1
77.2
156.5
180
99
0
31.1
140
68
157.6
44
108
72
69.9
25.2
166.4
22.8
46 126
120
106
104
126
120
128
63.7
90.2
76 83.3
88.6
121
99.4
123
85 84.6
127.8
118
84 88.3
153 94.6
114
128
128
138
119.8
116
167
146
78.8
98 81.0
84
99
84.4
53.5
74.1
83
53
155
91.7
31
116
89.8
77.5
46 142
39
143
66.2
69.1
67
93
49
40
1
1
1
0
0
1
0
1
1
1
1
1
0
1
0
1
0
1
1
0
1
1
1
1
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
1
0
1
1
0
1
1
1
1
0
0
0
0
1
1
0
0
1
0
0
0
1
1
1
1
1
1
1
0
0
0
0
1
0
1
1
0
0
112
114
120
186
138
118
168
116
142
126
138
0
0
0
140
136
114
114
118
134
100
154
130
132
122
120
104
120
140
88
132
122
126
108
142
116
120
132
132
142
122
134
102
108
122
54
66
120
134
158
122
108
120
112
118
126
120
142
118
128
158
96
156
122
116
136
126
120
130
124
94
126
72
62
68
78
64
72
72
78
74
66
90
66
76
66
48
84
88
60
88
68
94
72
66
74
88
56
76
54
74
58
78
66
92
46
92
46
66
70
56
70
66
82
72
88
72
102
70
82
70
56
58
80
72
64
64
70
64
70
66
84
54
70
54
76
64
80
92
80
76
74
52
90
88
58
64
72
82
82
47
66
61
76
66
72
39
40
36
60
42
45
49
64
35
81
46
42
82
62
54
84
55
138
54
57
41
39
51
44
Gender
(144) Systolic diastolic HOL LOL weight Hight
BMI
0
126
70
54 121 90.2
159.6
35.4
104
66
62 97 48.3
18.7
130
74
110
88
160
94
160.9
61 148 87.8 163.3 32.9
54
64.8
180
169.1 22.7
65 127
28.8
95.1 181.7
117
47
77.2 152.0
33.4
44 158 80.3 178.5
43 94 99.5 168.5
106
64
134
88
25.2
124
35.0
38.6
112
46
134 110.5 169.1
83 118 83.9
26.6
43 159 86.2
30.9
89 136 81.8
25.6
37 115 69.6
65 162 62.4
135
156
104
68 77.2
178.6
167.9 24.7
159.4 24.6
105.8 162.2 40.2
28.7
24.1
78
64
83.8 170.9
44
63.6 162.5
43
24.8
176.3
167.5
49 90
17.9
50.3
48.0
72 84
42 113 89.7
160.3 18.7
181.4 27.3
35 114 132.1 173.8 43.7
43 160 92.0 157.5 37.1
165.6 22.9
51 98 62.7
44 121 85.5
169.3 29.8
106 80.7
161.8 30.8
26
56
82 81.5 183.5 24.2
57
125 68.1
168.5 24.0
62
113 56.7
160.6 22.0
147 73.1 171.9 24.7
105 95.3
171.2 32.5
116 67.6 166.2 24.5
146
78
36
65
126
137
80
113
91
116
52 138
44
52
87
171
78
61
189
142
83.0
98.9
91.5
59.7
65.3
78.7
143
187
109
90
64
126.4
66.6
66
131 126.0
64.6
71.7
103.9
64.0
94.8
78.2
65.8
79.8
167.1
174.2
169.7
155.0
178.6
170.6
56.8
61.5 153.3
175.1
164.7
154.8
161.2
183.0
165.8
83.0
63.4
169.0
156.4
166.4
162.8
175.5
167.5
155.1
162.4
164.5
170.7
170.4
166.1
159.0
172.5
148.7
170.0
173.5
173.1
31.6
185.1 35.0
170.5
27.1
160.1
31.6
29.6
21.9
26.8
34.6
29.2
27.6
27.5
26.2
30.7
33.9
165.6
166.6
168.9
171.8
160.0
180.4
164.6
29.7
28.9
36.9
31.2
29.1
44.2
29.3
177.5
166.9
31.5
21.6
25.8
26.4
25.7
26.2
21.5
29.4
34.6
24.4
37.7
24.2
45.9
23.3
25.1
35.2
25.0
29.1
28.9
40
66
54
100 52.1
154.1 21.9
59
63 88 87.4 167.6 31.1
55 81 55.2
19.8
52 126 89.7
166.9
156.6
36.6
26.8
42 120 80.3 173.2
53 81 90.3
37.3
155.6
53 98
30.5
89.9 171.7
68 111
22.9
67.0 170.9
37.8
49 122
162.9
100.4
56 146
168.8 33.4
95.3
42 72 97.0 157.4 39.2
63
ON
54.5 162.2 20.7
77
86 96
74.5 157.3 30.1
Transcribed Image Text:ID# 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 GENDER AGE (1=M) SYSTOLIC DIASTOLIC HDL 43 0 100 70 73 57 112 70 35 38 134 94 80 64 68 60 64 81 82 83 84 85 86 87 88 34 77 29 69 44 35 79 72 18 65 37 29 30 44 51 50 63 23 66 65 46 70 59 31 35 40 55 22 51 26 62 74 43 56 54 20 80 18 30 78 55 18 40 39 21 39 68 51 18 35 44 18 20 45 51 63 37 80 80 18 62 41 Gender JO# AGC (L-M) 44 63 0 45 64 0 46 0 47 1 48 0 49 0 50 51 52 59 36 80 33 60 38 55 68 21 32 27 62 24 37 1 0 1 19 69 46 80 41 27 1 1 1 0 0 1 1 0 1 1 0 0 1 0 0 1 1 1 0 1 0 1 0 1 1 1 1 1 1 0 0 1 0 0 0 1 1 0 0 0 0 1 0 0 0 1 0 1 0 0 1 1 1 1 0 0 1 0 1 1 0 0 0 0 1 1 1 1 0 1 0 0 0 0 0 0 1 0 126 114 134 118 138 114 124 138 110 116 134 100 92 124 100 106 158 132 116 122 132 138 128 134 112 122 134 106 104 158 94 144 128 120 112 100 116 162 110 122 120 136 106 124 114 136 108 136 112 120 136 112 122 120 142 120 110 108 142 112 80 66 70 58 72 40 66 80 58 160 102 118 66 50 72 82 74 54 88 76 68 52 90 60 72 78 62 66 88 56 84 80 70 62 70 72 80 48 64 76 76 74 72 60 60 68 54 64 68 86 60 64 68 78 56 Systolic diastolic HOL 130 88 44 130 70 112 66 154 102 92 68 108 70 128 60 124 78 108 82 132 74 120 90 120 62 126 72 128 84 106 70 110 76 146 90 128 156 114 96 122 84 78 82 56 62 78 84 76 66 60 64 72 36 37 50 55 53 40 45 62 54 41 55 64 110 92 53 102 45 79 BMI LDL WEIGHT HEIGHT 68 98.6 116 96.9 172.0 33.3 186.0 28.0 223 108.2 1544 45.4 83 73.1 104 75 83.1 86.5 64.1 166.7 128 178.5 140 79.2 155.7 136 64.2 118.8 71.3 98.2 122.7 100 75.3 51.8 76.1 30 89.5 59 75.9 67 67.1 53 102 86.9 43 88 91.1 58 138 96.4 49 81 81.4 51 123 86.3 62 140 54.4 41 47 94 124 47 119 129 38 200 72.3 45 123 78.5 53 90 52 98 70.9 60.5 75.9 42 164 74 140 55.6 64 85 46.9 32 156 93.5 52 56 50.4 87 168 42 51 62 62 58 50 34 38 90 87.8 94 69.8 150 57.8 152 73.5 65 57.8 99 59.5 132 81.3 137 88.3 160.5 28.4 179.0 25.9 102 weight 190 72.7 66.5 32.7 157.6 25.8 36.5 25.8 180.4 166.3 168.6 34.5 181.1 37.4 170.0 26.1 164.0 159.5 180.8 155.4 178.8 174.7 171.9 175.9 155.6 179.8 149.0 182.9 169.3 155.6 156.8 161.6 154.8 155.5 155.0 31.1 20.1 154.9 86.8 161.5 166.2 160.0 163.6 164.7 170.2 155.0 24.8 87 98 53 164 85.9 48 91 77 85 35 37 102.6 39.0 73 105.3 169.5 155 94.7 42 113 144.9 36 95 95 113 98 71 62 97 68 19.3 29.9 27.4 31.4 21.0 28.5 30.8 31.2 33.6 26.7 24.5 21.6 27.4 29.3 24.6 29.1 23.2 19.4 38.9 21.0 33.3 31.8 27.3 21.6 27.1 20.0 178.4 25.5 176.7 28.3 56 74 46 65 158 704 171.5 height BMI 154.6 30.4 159.5 26.1 167.1 30.8 174.9 33.5 156.8 15.9 36.7 29.8 178.2 183.1 43.2 170.9 31.8 92.8 45.2 150.4 71.5 84.1 112.8 174.6 37.0 151.6 19.7 159.7 158.4 59.0 28.5 172.9 28.1 100 40 122 66 76 173.6 74.0 24.6 78 64.0 140 160.1 25.0 45 112 92.8 164.8 34.2 47 85.9 112 172.1 29.0 52 121 105.5 45.0 153.2 123.9 184.3 36.5 47 182.0 58 76.5 23.1 65 120 43.3 134.5 23.9 47 87 71.7 188.4 20.2 43 79 90.0 174.3 29.6 57 71 63 133 70.6 168.5 24.9 169.1 40.2 63 119 114.9 97 251 64.8 180.3 19.9 34 69 76.6 172.2 25,8 45 111 89.1 160.2 34,7 86 95 58.5 157.8 23.5 49 85 57.2 166.3 20.7 63 63 93.7 189.7 26.0 57 135 81.4 158.4 32.4 146 95.6 177.8 30.2 140 107.4 178.5 33.7 63 58 39 86 74.6 178.7 23.4 26 122 106.0 180.0 32.7 62 144 84.4 177.5 26.8 148 86.5 152.4 69 59.6 181.3 65 37.2 18.1 164.1 96 143 29.4 160.6 26.5 79.1 68.4 63.4 172.6 85.7 167.7 30.5 182 75 21.3 23.9 JD# AGL 89 80 90 91 92 93 94 95 96 97 98 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 JD # 134 135 136 137 138 139 140 141 142 99 58 100 18 101 46 102 45 103 27 104 63 105 69 106 107 107 108 109 110 143 144 145 146 147 148 149 41 68 154 155 62 35 156 157 24 42 158 159 160 161 162 163 64 28 33 60 57 41 61 46 41 65 63 30 64 66 60 19 54 24 57 74 65 18 32 26 29 67 36 63 23 45 39 65 47 66 60 57 46 150 69 Gige 35 53 59 37 57 25 151 76 152 27 153 25 63 75 66 36 29 38 34 31 64 23 19 29 33 54 42 164 165 41 166 51 167 68 168 32 169 70 170 51 171 45 172 61 173 76 45 47 174 175 176 27 177 22 178 60 Gender (1M) Systolic diastolic Hol 202 weight height BMIT 0 130 62 104 158.8 20.0 0 61 98 29.4 50.4 72.1 77.2 156.5 180 99 0 31.1 140 68 157.6 44 108 72 69.9 25.2 166.4 22.8 46 126 120 106 104 126 120 128 63.7 90.2 76 83.3 88.6 121 99.4 123 85 84.6 127.8 118 84 88.3 153 94.6 114 128 128 138 119.8 116 167 146 78.8 98 81.0 84 99 84.4 53.5 74.1 83 53 155 91.7 31 116 89.8 77.5 46 142 39 143 66.2 69.1 67 93 49 40 1 1 1 0 0 1 0 1 1 1 1 1 0 1 0 1 0 1 1 0 1 1 1 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 1 0 1 1 0 1 1 1 1 0 0 0 0 1 1 0 0 1 0 0 0 1 1 1 1 1 1 1 0 0 0 0 1 0 1 1 0 0 112 114 120 186 138 118 168 116 142 126 138 0 0 0 140 136 114 114 118 134 100 154 130 132 122 120 104 120 140 88 132 122 126 108 142 116 120 132 132 142 122 134 102 108 122 54 66 120 134 158 122 108 120 112 118 126 120 142 118 128 158 96 156 122 116 136 126 120 130 124 94 126 72 62 68 78 64 72 72 78 74 66 90 66 76 66 48 84 88 60 88 68 94 72 66 74 88 56 76 54 74 58 78 66 92 46 92 46 66 70 56 70 66 82 72 88 72 102 70 82 70 56 58 80 72 64 64 70 64 70 66 84 54 70 54 76 64 80 92 80 76 74 52 90 88 58 64 72 82 82 47 66 61 76 66 72 39 40 36 60 42 45 49 64 35 81 46 42 82 62 54 84 55 138 54 57 41 39 51 44 Gender (144) Systolic diastolic HOL LOL weight Hight BMI 0 126 70 54 121 90.2 159.6 35.4 104 66 62 97 48.3 18.7 130 74 110 88 160 94 160.9 61 148 87.8 163.3 32.9 54 64.8 180 169.1 22.7 65 127 28.8 95.1 181.7 117 47 77.2 152.0 33.4 44 158 80.3 178.5 43 94 99.5 168.5 106 64 134 88 25.2 124 35.0 38.6 112 46 134 110.5 169.1 83 118 83.9 26.6 43 159 86.2 30.9 89 136 81.8 25.6 37 115 69.6 65 162 62.4 135 156 104 68 77.2 178.6 167.9 24.7 159.4 24.6 105.8 162.2 40.2 28.7 24.1 78 64 83.8 170.9 44 63.6 162.5 43 24.8 176.3 167.5 49 90 17.9 50.3 48.0 72 84 42 113 89.7 160.3 18.7 181.4 27.3 35 114 132.1 173.8 43.7 43 160 92.0 157.5 37.1 165.6 22.9 51 98 62.7 44 121 85.5 169.3 29.8 106 80.7 161.8 30.8 26 56 82 81.5 183.5 24.2 57 125 68.1 168.5 24.0 62 113 56.7 160.6 22.0 147 73.1 171.9 24.7 105 95.3 171.2 32.5 116 67.6 166.2 24.5 146 78 36 65 126 137 80 113 91 116 52 138 44 52 87 171 78 61 189 142 83.0 98.9 91.5 59.7 65.3 78.7 143 187 109 90 64 126.4 66.6 66 131 126.0 64.6 71.7 103.9 64.0 94.8 78.2 65.8 79.8 167.1 174.2 169.7 155.0 178.6 170.6 56.8 61.5 153.3 175.1 164.7 154.8 161.2 183.0 165.8 83.0 63.4 169.0 156.4 166.4 162.8 175.5 167.5 155.1 162.4 164.5 170.7 170.4 166.1 159.0 172.5 148.7 170.0 173.5 173.1 31.6 185.1 35.0 170.5 27.1 160.1 31.6 29.6 21.9 26.8 34.6 29.2 27.6 27.5 26.2 30.7 33.9 165.6 166.6 168.9 171.8 160.0 180.4 164.6 29.7 28.9 36.9 31.2 29.1 44.2 29.3 177.5 166.9 31.5 21.6 25.8 26.4 25.7 26.2 21.5 29.4 34.6 24.4 37.7 24.2 45.9 23.3 25.1 35.2 25.0 29.1 28.9 40 66 54 100 52.1 154.1 21.9 59 63 88 87.4 167.6 31.1 55 81 55.2 19.8 52 126 89.7 166.9 156.6 36.6 26.8 42 120 80.3 173.2 53 81 90.3 37.3 155.6 53 98 30.5 89.9 171.7 68 111 22.9 67.0 170.9 37.8 49 122 162.9 100.4 56 146 168.8 33.4 95.3 42 72 97.0 157.4 39.2 63 ON 54.5 162.2 20.7 77 86 96 74.5 157.3 30.1
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