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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?

[tex]\[
\begin{tabular}{|c|c|c|}
\hline
& \text{Has a cat} & \text{Does not have a cat} \\
\hline
\text{Has a dog} & 5 & 2 \\
\hline
\text{Does not have a dog} & 4 & 7 \\
\hline
\end{tabular}
\][/tex]


Sagot :

To solve this problem, we'll break it into two parts: finding the total number of students who do not have a dog, and then finding the probability that a student has a cat given that they do not have a dog.

1. Total number of students who do not have a dog:

We look at the table rows under the column "Does not have a dog":
- Number of students who have a cat and do not have a dog: 4
- Number of students who do not have a cat and do not have a dog: 7

Adding these values together gives us the total number of students who do not have a dog:
[tex]\[ \text{Total number of students who do not have a dog} = 4 + 7 = 11 \][/tex]

2. Probability that a student has a cat given they do not have a dog:

We use the conditional probability formula [tex]\( P(\text{Cat} | \text{No Dog}) \)[/tex]:
[tex]\[ P(\text{Cat} | \text{No Dog}) = \frac{\text{Number of students who have a cat and do not have a dog}}{\text{Total number of students who do not have a dog}} \][/tex]

Plugging in the values:
[tex]\[ P(\text{Cat} | \text{No Dog}) = \frac{4}{11} \][/tex]

Simplifying the fraction results in:
[tex]\[ P(\text{Cat} | \text{No Dog}) \approx 0.3636 \text{ or } 36.36\% \][/tex]

Thus, the total number of students who do not have a dog is 11, and the probability that a student has a cat given that they do not have a dog is approximately 0.3636, or 36.36%.