SOLUTION: The following table lists the joint probabilities associated with smoking and lung disease among 60-to-65 year-old men.
|||||||||||||||||||smoker||||non smoker
Has lung diseas:
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Question 1205230: The following table lists the joint probabilities associated with smoking and lung disease among 60-to-65 year-old men.
|||||||||||||||||||smoker||||non smoker
Has lung diseas::::0.1||||||||0.03
No lung disease::::0.16|||||||0.71
One 60-to-65 year old man is selected at random. What is the probability of the following events?
A. He is a smoker:
B. He does not have lung disease:
C. He has lung disease given that he is a smoker:
D. He has lung disease given that he does not smoke
Found 2 solutions by Bogz, math_tutor2020:
Answer by Bogz(13) (Show Source): You can put this solution on YOUR website!
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Answer by math_tutor2020(3817) (Show Source): You can put this solution on YOUR website!
Given table
| Smoker | Nonsmoker |
| Lung Disease | 0.1 | 0.03 |
| No Lung Disease | 0.16 | 0.71 |
I'll multiply each of those values in the table by 100
Eg: 0.1*100 = 10
| Smoker | Nonsmoker |
| Lung Disease | 10 | 3 |
| No Lung Disease | 16 | 71 |
That way each value is now a whole number.
Let's compute the row and column totals.
| Smoker | Nonsmoker | Total |
| Lung Disease | 10 | 3 | 13 |
| No Lung Disease | 16 | 71 | 87 |
| Total | 26 | 74 | 100 |
Example: 10+3 = 13 at the end of row 1.
------------------------------------------------
Part (A)
There are 26 smokers out of 100 men total.
P(smoker) = 26/100 = 0.26
Or alternatively you can add the decimal values along column 1 to get: 0.1+0.16 = 0.26
------------------------------------------------
Part (B)
87 men do not have lung disease out of 100 total.
P(no lung disease) = 87/100 = 0.87
Or alternatively you can add the decimal values along row 2 to get: 0.16+0.71= 0.87
------------------------------------------------
Part (C)
"given that he is a smoker" means we know 100% the randomly selected person smokes.
We focus on the "smoker" column only.
Of the 26 total people here, 10 have lung disease.
P(lung disease given smoker) = 10/26 = 5/13 = 0.384615 approximately
It's roughly a 38.46% chance
------------------------------------------------
Part (D)
This time we focus on the "nonsmoker" column because we're told "given that he does not smoke".
3 nonsmokers have lung disease out of 74 nonsmokers total.
P(lung disease given nonsmoker) = 3/74 = 0.040541 approximately
It's roughly a 4.05% chance
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