In: Statistics and Probability
A multiple regression equation of quality of life scale (0-100,
100 is best) associated with Age (year), Income (unit US $), CD4
count from 695 Africa HIV infected women is
The quality of life scale = 32.121 + 0.060 * Income + 0.017 * CD4
count - 0.045 * Age.
Based on this regression equation, please answer following
questions 15 to 29.
____________________________________________________________________
Given an Africa HIV infected woman with an income $200, CD4 250 and
age 40, the predicted quality of life scale is
Group of answer choices
32.121
46.571
34.571
Can not be determined
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Question 163.44 pts
Given an Africa HIV infected woman with an income $100 and CD4 200, the predicted quality of life scale is
Group of answer choices
32.121
46.571
34.571
Can not be determined
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Question 173.44 pts
In this multiple regression equation, the intercept is
Group of answer choices
32.121
46.571
34.571
Can not be determined
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Question 183.44 pts
Given an Africa HIV infected woman with no income, CD4 250 and age 40, the predicted quality of life scale is
Group of answer choices
32.121
46.571
34.571
Can not be determined
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Question 193.44 pts
In this multiple regression equation, the quality of life scale is
Group of answer choices
Independent variable
Dependent variable
Neither independent variable, nor dependent variable
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Question 203.44 pts
In this multiple regression equation, the income is
Group of answer choices
Independent variable
Dependent variable
Neither independent variable, nor dependent variable
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Question 213.44 pts
In this multiple regression equation, the CD4 count is
Group of answer choices
Independent variable
Dependent variable
Neither independent variable, nor dependent variable
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Question 223.44 pts
In this multiple regression equation, the age is
Group of answer choices
Independent variable
Dependent variable
Neither independent variable, nor dependent variable
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Question 233.44 pts
The difference of predicted quality of life scale between the woman with an income $200, CD4 250 and age 40 and the woman with no income, CD4 250 and age 40 is
Group of answer choices
0.450
12.000
1.7
6.000
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Question 243.44 pts
The difference of predicted quality of life scale between the woman with an income $200, CD4 250 and age 40 and the woman with an income $100, CD4 250 and age 40 is
Group of answer choices
0.450
12.000
1.7
6.000
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Question 253.44 pts
The difference of predicted quality of life scale between two women with same income and same CD4 count, but one age 30 and the other 40, is
Group of answer choices
0.450
12.000
1.7
6.000
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Question 263.44 pts
The difference of predicted quality of life scale between two women with same income and same age, but one CD4 count 200 and the other 100, is
Group of answer choices
0.450
12.000
1.7
6.000
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Question 273.44 pts
As income increases one dollar, the predicted quality of life scale increases
Group of answer choices
32.121
0.060
0.017
-0.045
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Question 283.44 pts
As CD4 count increases one count, the predicted quality of life scale increases
Group of answer choices
32.121
0.060
0.017
-0.045
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Question 293.44 pts
As age increases one year, the predicted quality of life scale increases
Group of answer choices
32.121
0.060
0.017
-0.045
Answer 153
Given income $200, CD4 250 and age 40, the predicted quality of life scale is:
The quality of life scale = 32.121 + 0.060*200 + 0.017*250 - 0.045*40
The quality of life scale = 46.571
Answer 163
The predicted quality of life scale "Cannot be Determined" as age is not given
Answer 173
The regression equation is given as:
The quality of life scale = 32.121 + 0.060 * Income + 0.017 * CD4 count - 0.045 * Age
In this the constant term is intercept
So, In this multiple regression equation, the intercept is 32.121
Answer 183
Given no income, CD4 250 and age 40, the predicted quality of life scale is:
The quality of life scale = 32.121 + 0.060*0 + 0.017*250 - 0.045*40
The quality of life scale = 34.571
Answer 193
In the regression equation, the value that is predicted is a dependent variable.
So, in this multiple regression equation, the quality of life
scale is a dependent variable
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