a. Develop an estimated regression equation that relates risk of a stroke to the person's age, blood pressure, and whether the person is a smoker. Piease round your answers to three decimal places. Enter negative value as negative number. Risk=-91.76(+ 1.077 Age + 0.252 Pressure + Smoker b. Is smoking a significant factor in the risk ofa stroke? Explain. Use a = 0.05. Compute the t test statistic for the significance of smoking (to 2 decimals). Use t table. 0.01 The p-value is between 0.01 and 0.025 What is your conclusion? Smoking is significant factor. C. What is the probability of a stroke over the next 10 years for Art Speen, a 68-year-old smoker who has blood pressure of 175? (to 2 decimals). Which of the following factors will the doctor recommend Art work on? Assume that by corresponds to the person's age, by to blood pressure, by to whether the person is a smoker. b2 and ba

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Question

Q1

a. Develop an estimated regression equation that relates risk of a stroke to the person's age, blood pressure, and whether the
person is a smoker.
Please round your answers to three decimal places. Enter negative value as negative number.
Risk =-91.76+
1.077 Age +
0.252 Pressure +
Smoker
b. Is smoking a significant factor in the risk of a stroke? Explain. Use a = 0.05.
Compute the t test statistic for the significance of smoking (to 2 decimals). Use t table.
0.01
The p-value is between 0.01 and 0.025
What is your conclusion?
Smoking is
significant factor.
C. What is the probability of a stroke over the next 10 years for Art Speen, a 68-year-old smoker who has blood pressure of 175?
(to 2 decimals).
Which of the following factors will the doctor recommend Art work on? Assume that by corresponds to the person's age, by to blood
pressure, bs to whether the person is a smoker.
b2 and b3
Transcribed Image Text:a. Develop an estimated regression equation that relates risk of a stroke to the person's age, blood pressure, and whether the person is a smoker. Please round your answers to three decimal places. Enter negative value as negative number. Risk =-91.76+ 1.077 Age + 0.252 Pressure + Smoker b. Is smoking a significant factor in the risk of a stroke? Explain. Use a = 0.05. Compute the t test statistic for the significance of smoking (to 2 decimals). Use t table. 0.01 The p-value is between 0.01 and 0.025 What is your conclusion? Smoking is significant factor. C. What is the probability of a stroke over the next 10 years for Art Speen, a 68-year-old smoker who has blood pressure of 175? (to 2 decimals). Which of the following factors will the doctor recommend Art work on? Assume that by corresponds to the person's age, by to blood pressure, bs to whether the person is a smoker. b2 and b3
A 10-year study conducted by the American Heart Association provided data on how age, blood pressure, and smoking relate to
the risk of strokes. Assume that the following data are from a portion of this study. Risk is interpreted as the probability (times 100
) that the patient will have a stroke over the next 10-year period. For the smoking variable, define a dummy variable with 1
indicating a smoker and 0 indicating a nonsmoker.
Risk
Age
Pressure
Smoker
12
57
154
No
24
67
165
No
13
58
153
No
56
86
177
Yes
28
59
194
No
51
76
188
Yes
18
56
156
Yes
31
78
119
No
37
80
134
Yes
15
78
99
No
22
71
150
No
36
70
175
Yes
15
67
137
Yes
48
77
209
Yes
15
60
200
No
36
82
120
Yes
8
66
166
No
34
80
127
Yes
3
62
117
No
37
59
209
Yes
Transcribed Image Text:A 10-year study conducted by the American Heart Association provided data on how age, blood pressure, and smoking relate to the risk of strokes. Assume that the following data are from a portion of this study. Risk is interpreted as the probability (times 100 ) that the patient will have a stroke over the next 10-year period. For the smoking variable, define a dummy variable with 1 indicating a smoker and 0 indicating a nonsmoker. Risk Age Pressure Smoker 12 57 154 No 24 67 165 No 13 58 153 No 56 86 177 Yes 28 59 194 No 51 76 188 Yes 18 56 156 Yes 31 78 119 No 37 80 134 Yes 15 78 99 No 22 71 150 No 36 70 175 Yes 15 67 137 Yes 48 77 209 Yes 15 60 200 No 36 82 120 Yes 8 66 166 No 34 80 127 Yes 3 62 117 No 37 59 209 Yes
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