A survey asked students whether they have any siblings and pets. The survey data are shown in the relative frequency table.

\begin{tabular}{|c|c|c|c|}
\hline & Siblings & No siblings & Total \\
\hline Pets & 0.3 & 0.15 & 0.45 \\
\hline No pets & 0.45 & 0.1 & 0.55 \\
\hline Total & 0.75 & 0.25 & 1.0 \\
\hline
\end{tabular}

Given that a student has a sibling, what is the likelihood that he or she also has a pet?

A. [tex]$30\%$[/tex]

B. [tex]$75\%$[/tex]

C. About [tex]$67\%$[/tex]

D. [tex]$40\%$[/tex]



Answer :

To solve this problem, we need to find the conditional probability. Specifically, we need to determine the probability that a student has a pet given that the student has a sibling.

We can use the formula for conditional probability:

[tex]\[ P(\text{Pet} \mid \text{Sibling}) = \frac{P(\text{Pet and Sibling})}{P(\text{Sibling})} \][/tex]

From the given data:

- [tex]\( P(\text{Pet and Sibling}) \)[/tex] is the proportion of students who have both pets and siblings, which is 0.3.
- [tex]\( P(\text{Sibling}) \)[/tex] is the total proportion of students with siblings, which is 0.75.

Substitute these values into the formula:

[tex]\[ P(\text{Pet} \mid \text{Sibling}) = \frac{0.3}{0.75} \][/tex]

Simplify the fraction:

[tex]\[ P(\text{Pet} \mid \text{Sibling}) = 0.4 \][/tex]

Therefore, the likelihood that a student has a pet given that he or she has a sibling is [tex]\( 0.4 \)[/tex] or [tex]\( 40\% \)[/tex].

Thus, the correct answer is:

D. [tex]\( 40 \% \)[/tex]