select the correct answer. based on the data in this two - way table, which statement is true? a. a flower…

select the correct answer. based on the data in this two - way table, which statement is true? 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.\ntype of flower\\color\trose\thibiscus\ttotal\nred\t40\t80\t120\npink\t20\t40\t60\nyellow\t45\t90\t135\ntotal\t105\t210\t315
Answer
Explanation:
Step1: Recall the concept of independence
Two events (A) and (B) are independent if (P(A\cap B)=P(A)\times P(B)). Let event (A) be a flower being pink and event (B) be a flower being a rose.
Step2: Calculate probabilities
The probability of a flower being pink (P(\text{pink})=\frac{60 + 20}{315}=\frac{80}{315}=\frac{16}{63}). The probability of a flower being a rose (P(\text{rose})=\frac{40+20 + 45+10}{315}=\frac{115}{315}=\frac{23}{63}). The probability of a flower being pink and a rose (P(\text{pink}\cap\text{rose})=\frac{20}{315}=\frac{4}{63}). And (P(\text{pink})\times P(\text{rose})=\frac{16}{63}\times\frac{23}{63}=\frac{368}{3969}\neq\frac{4}{63}), so they are dependent.
Step3: Analyze each option
- Option A: Since (P(\text{pink}\cap\text{rose})\neq P(\text{pink})\times P(\text{rose})), a flower being pink and a flower being a rose are not independent, so A is false.
- Option B: As calculated above, a flower being pink is dependent on a flower being a rose, so B is true.
- Option C: The correct statement is that a flower being a rose is dependent on a flower being pink, not the other - way - around as stated in a wrong structure in C, so C is false.
- Option D: They are not the same, so D is false.
Answer:
B. A flower being pink is dependent on a flower being a rose.