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A physician wants to assess the potential causes of high cholesterol among her patients to tailor self-care instructions. She has collected data on total cholesterol,
A physician wants to assess the potential causes of high cholesterol among her patients to tailor self-care instructions. She has collected data on total cholesterol, BMI, physical activity, age, gender, alcohol consumption, and stress. Use the Chapter09.xls file under the Problem 09-09 tab. Which variables have a statistically significant relationship with total cholesterol? If BMI can be reduced by two points, what is the expected impact on total cholesterol?
Problem 9.9 - Total Cholesterol | |||||||
Cholesterol | BMI | Phy Act | Age | Sex | Alcohol | Stress | Patient |
150 | 24.5 | 5 | 36 | 1 | 15 | 3 | 20 |
152 | 27 | 2 | 22 | 0 | 12 | 0 | 41 |
153 | 28.2 | 0 | 32 | 1 | 5 | 6 | 40 |
154 | 28.2 | 4 | 45 | 1 | 24 | 5 | 7 |
156 | 28.3 | 5 | 46 | 0 | 19 | 3 | 43 |
157 | 28.3 | 3 | 37 | 1 | 16 | 2 | 21 |
159 | 26.9 | 4 | 37 | 1 | 26 | 2 | 19 |
159 | 27.5 | 3 | 49 | 1 | 1 | 7 | 27 |
161 | 28.3 | 4 | 46 | 1 | 10 | 9 | 17 |
161 | 28.3 | 2 | 35 | 0 | 16 | 2 | 34 |
163 | 23.5 | 5 | 43 | 1 | 28 | 3 | 9 |
163 | 25.5 | 3 | 31 | 0 | 26 | 2 | 39 |
167 | 27.9 | 4 | 30 | 1 | 12 | 5 | 50 |
168 | 28.4 | 1 | 45 | 0 | 6 | 4 | 37 |
171 | 26.3 | 5 | 25 | 1 | 3 | 1 | 28 |
184 | 28.1 | 2 | 44 | 1 | 3 | 6 | 16 |
185 | 28.6 | 4 | 63 | 1 | 9 | 4 | 18 |
186 | 26.8 | 5 | 27 | 1 | 12 | 0 | 8 |
197 | 28.7 | 4 | 32 | 1 | 24 | 6 | 4 |
199 | 28.7 | 2 | 53 | 1 | 18 | 1 | 6 |
201 | 28.8 | 4 | 41 | 0 | 22 | 4 | 35 |
217 | 28.9 | 1 | 29 | 1 | 14 | 1 | 12 |
218 | 27.5 | 3 | 50 | 1 | 19 | 8 | 14 |
219 | 29 | 3 | 47 | 1 | 23 | 3 | 31 |
220 | 29 | 1 | 45 | 1 | 9 | 2 | 32 |
225 | 29 | 3 | 38 | 1 | 23 | 8 | 26 |
234 | 29.1 | 0 | 20 | 0 | 11 | 5 | 24 |
237 | 29.2 | 2 | 32 | 0 | 24 | 3 | 45 |
240 | 29.2 | 1 | 27 | 0 | 5 | 3 | 47 |
241 | 29.2 | 2 | 32 | 1 | 17 | 3 | 5 |
246 | 29.3 | 2 | 46 | 1 | 11 | 7 | 13 |
254 | 29.4 | 0 | 57 | 0 | 6 | 6 | 38 |
257 | 29.4 | 2 | 56 | 1 | 20 | 4 | 2 |
262 | 29.4 | 1 | 46 | 1 | 15 | 10 | 29 |
264 | 29.5 | 1 | 50 | 1 | 1 | 8 | 11 |
268 | 29.5 | 1 | 35 | 1 | 9 | 10 | 22 |
269 | 29.5 | 2 | 46 | 1 | 1 | 8 | 1 |
271 | 29.6 | 2 | 32 | 1 | 19 | 3 | 25 |
271 | 29.6 | 5 | 44 | 0 | 19 | 3 | 44 |
272 | 29.6 | 0 | 44 | 0 | 21 | 5 | 42 |
275 | 29.6 | 1 | 28 | 0 | 27 | 4 | 36 |
275 | 29.6 | 0 | 41 | 0 | 6 | 3 | 48 |
283 | 29.7 | 2 | 54 | 1 | 4 | 7 | 23 |
285 | 29.7 | 3 | 44 | 0 | 17 | 5 | 33 |
285 | 29.7 | 1 | 51 | 0 | 0 | 9 | 49 |
290 | 29.8 | 1 | 46 | 1 | 14 | 8 | 3 |
294 | 41.1 | 0 | 56 | 0 | 28 | 5 | 10 |
294 | 29.8 | 1 | 56 | 0 | 17 | 4 | 30 |
297 | 30.6 | 2 | 29 | 1 | 12 | 10 | 15 |
297 | 35.8 | 0 | 55 | 0 | 9 | 6 | 46 |
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