Select the correct answer.

Based on the data in this two-way table, which statement is true?

\begin{tabular}{|c|c|c|c|c|}
\hline Type of Flower/Color & Red & Pink & Yellow & Total \\
\hline Rose & 40 & 20 & 45 & 105 \\
\hline Hibiscus & 80 & 40 & 90 & 210 \\
\hline Total & 120 & 60 & 135 & 315 \\
\hline
\end{tabular}

A. A flower being pink and a flower being a rose are independent of each other.
B. A flower being pink is dependent on a flower being a rose.
C. A flower being a rose is dependent on a flower being pink.
D. A flower being pink and a flower being a rose are the same.



Answer :

To determine the correct statement based on the given data, let's analyze the probabilities and relationships between a flower being pink and a flower being a rose.

First, compile the data from the table:
- Total number of flowers (denoted as [tex]\( T \)[/tex]) = 315
- Total number of pink flowers [tex]\( P_{\text{pink}} \)[/tex] = 60
- Total number of roses [tex]\( P_{\text{rose}} \)[/tex] = 105
- Total number of pink roses [tex]\( P_{\text{pink and rose}} \)[/tex] = 20

To check if a flower being pink and a flower being a rose are independent of each other, we need to compare the joint probability with the product of the individual probabilities.

1. Calculate the probability of a flower being pink:
[tex]\[ P(\text{Pink}) = \frac{P_{\text{pink}}}{T} = \frac{60}{315} \][/tex]

2. Calculate the probability of a flower being a rose:
[tex]\[ P(\text{Rose}) = \frac{P_{\text{rose}}}{T} = \frac{105}{315} \][/tex]

3. Calculate the joint probability of a flower being both pink and a rose:
[tex]\[ P(\text{Pink and Rose}) = \frac{P_{\text{pink and rose}}}{T} = \frac{20}{315} \][/tex]

4. Calculate the product of the individual probabilities:
[tex]\[ P(\text{Pink}) \times P(\text{Rose}) = \left(\frac{60}{315}\right) \times \left(\frac{105}{315}\right) \][/tex]

5. Compare the joint probability with the product of the individual probabilities:
[tex]\[ P(\text{Pink and Rose}) \stackrel{?}{=} P(\text{Pink}) \times P(\text{Rose}) \][/tex]

From the calculations (which we refer to the numerical result obtained earlier for confirmation), we know:

- The joint probability [tex]\( P(\text{Pink and Rose}) \)[/tex] is equal to [tex]\( \frac{20}{315} \)[/tex].

- The product of the individual probabilities [tex]\( P(\text{Pink}) \times P(\text{Rose}) \)[/tex] results in [tex]\( \frac{20}{315} \)[/tex].

Since
[tex]\[ P(\text{Pink and Rose}) = P(\text{Pink}) \times P(\text{Rose}) \][/tex]

we can conclude that a flower being pink and a flower being a rose are independent of each other.

Thus, the correct statement is:

A. A flower being pink and a flower being a rose are independent of each other.