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 address the question, we need to determine the relationship between the events "a flower is pink" and "a flower is a rose". We will check the independence of these two events using probabilities derived from the provided table.

Step-by-step solution:

1. Determine the total number of flowers in the table:

Total flowers = 315

2. Determine the number of pink flowers (regardless of type):

Total pink flowers = 60

3. Determine the number of roses (regardless of color):

Total roses = 105

4. Determine the number of flowers that are both pink and roses:

Pink roses = 20

5. Calculate the probability of a flower being pink (P(Pink)):

[tex]\( P(\text{Pink}) = \frac{\text{Total pink flowers}}{\text{Total flowers}} = \frac{60}{315} = 0.19047619047619047 \)[/tex]

6. Calculate the probability of a flower being a rose (P(Rose)):

[tex]\( P(\text{Rose}) = \frac{\text{Total roses}}{\text{Total flowers}} = \frac{105}{315} = 0.3333333333333333 \)[/tex]

7. Calculate the probability of a flower being both pink and a rose (P(Pink and Rose)):

[tex]\( P(\text{Pink and Rose}) = \frac{\text{Pink roses}}{\text{Total flowers}} = \frac{20}{315} = 0.06349206349206349 \)[/tex]

8. Calculate the product of the individual probabilities P(Pink) and P(Rose):

[tex]\( P(\text{Pink}) \times P(\text{Rose}) = 0.19047619047619047 \times 0.3333333333333333 = 0.06349206349206349 \)[/tex]

9. Compare P(Pink and Rose) with P(Pink) * P(Rose):

Since [tex]\( P(\text{Pink and Rose}) = P(\text{Pink}) \times P(\text{Rose}) = 0.06349206349206349 \)[/tex], this indicates that the events are independent.

10. Conclusion:

Since the calculated probabilities show that [tex]\( P(\text{Pink and Rose}) \)[/tex] is equal to [tex]\( P(\text{Pink}) \times P(\text{Rose}) \)[/tex], the events "a flower is pink" and "a flower is a rose" are independent events.

Therefore, the correct answer is:

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