Question
In a class of students, the following data table summarizes how many students have a cat or a dog. What is the probability that a student has a cat given that they do not have a dog?
Has a cat Does not have a cat
Has a dog 5 4
Does not have a dog 8 7
Answer
Attempt 1 out of 2
Has a cat Does not have a cat
Has a dog 5 4
Does not have a dog 8 7
Answer
Attempt 1 out of 2
Answers
GPT-4o mini
To find the probability that a student has a cat given that they do not have a dog, we can use the formula for conditional probability:
\[
P(A | B) = \frac{P(A \cap B)}{P(B)}
\]
Where:
- \(A\) is the event that a student has a cat.
- \(B\) is the event that a student does not have a dog.
From the data table:
- Students who **have a cat and do not have a dog**: 8
- Students who **do not have a dog**: This includes those who have a cat (8) plus those who do not have a cat (7). So, \(8 + 7 = 15\).
Now we can plug these values into the conditional probability formula:
\[
P(\text{Has a cat} | \text{Does not have a dog}) = \frac{\text{Number of students with a cat and no dog}}{\text{Total number of students with no dog}} = \frac{8}{15}
\]
Thus, the probability that a student has a cat given that they do not have a dog is:
\[
\frac{8}{15}
\]
So the final answer is \(\frac{8}{15}\).
\[
P(A | B) = \frac{P(A \cap B)}{P(B)}
\]
Where:
- \(A\) is the event that a student has a cat.
- \(B\) is the event that a student does not have a dog.
From the data table:
- Students who **have a cat and do not have a dog**: 8
- Students who **do not have a dog**: This includes those who have a cat (8) plus those who do not have a cat (7). So, \(8 + 7 = 15\).
Now we can plug these values into the conditional probability formula:
\[
P(\text{Has a cat} | \text{Does not have a dog}) = \frac{\text{Number of students with a cat and no dog}}{\text{Total number of students with no dog}} = \frac{8}{15}
\]
Thus, the probability that a student has a cat given that they do not have a dog is:
\[
\frac{8}{15}
\]
So the final answer is \(\frac{8}{15}\).