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

select the correct answer. based on the data in this two - way table, which statement is true? a. p(flower is yellow|flower is rose)≠p(flower is yellow) b. p(flower is hibiscus|color is red)=p(flower is hibiscus) c. p(flower is rose|color is red)=p(flower is red) d. p(flower is hibiscus|color is pink)≠p(flower is hibiscus)\n\ntype of flowercolor\trose\thibiscus\ttotal\nred\t40\t80\t120\npink\t20\t40\t60\nyellow\t45\t90\t135\ntotal\t105\t210\t315
Answer
Explanation:
Step1: Recall conditional - probability formula
The formula for conditional probability is $P(A|B)=\frac{P(A\cap B)}{P(B)}$.
Step2: Calculate $P(\text{flower is yellow}|\text{flower is rose})$
$P(\text{flower is yellow}|\text{flower is rose})=\frac{\text{Number of yellow roses}}{\text{Total number of roses}}=\frac{45}{105}=\frac{3}{7}$
Step3: Calculate $P(\text{flower is yellow})$
$P(\text{flower is yellow})=\frac{\text{Total number of yellow flowers}}{\text{Total number of flowers}}=\frac{135}{315}=\frac{3}{7}$
Step4: Analyze option A
Since $P(\text{flower is yellow}|\text{flower is rose}) = P(\text{flower is yellow})$, option A is false.
Step5: Calculate $P(\text{flower is hibiscus}|\text{color is red})$
$P(\text{flower is hibiscus}|\text{color is red})=\frac{\text{Number of red hibiscus}}{\text{Total number of red flowers}}=\frac{80}{120}=\frac{2}{3}$
Step6: Calculate $P(\text{flower is hibiscus})$
$P(\text{flower is hibiscus})=\frac{\text{Total number of hibiscus}}{\text{Total number of flowers}}=\frac{210}{315}=\frac{2}{3}$ Since $P(\text{flower is hibiscus}|\text{color is red}) = P(\text{flower is hibiscus})$, option B is false.
Step7: Calculate $P(\text{flower is rose}|\text{color is red})$
$P(\text{flower is rose}|\text{color is red})=\frac{\text{Number of red roses}}{\text{Total number of red flowers}}=\frac{40}{120}=\frac{1}{3}$ $P(\text{flower is red})=\frac{120}{315}=\frac{8}{21}$ Since $P(\text{flower is rose}|\text{color is red})\neq P(\text{flower is red})$, option C is false.
Step8: Calculate $P(\text{flower is hibiscus}|\text{color is pink})$
$P(\text{flower is hibiscus}|\text{color is pink})=\frac{\text{Number of pink hibiscus}}{\text{Total number of pink flowers}}=\frac{40}{60}=\frac{2}{3}$ $P(\text{flower is hibiscus})=\frac{210}{315}=\frac{2}{3}$ Since $P(\text{flower is hibiscus}|\text{color is pink}) = P(\text{flower is hibiscus})$, option D is true.
Answer:
D. P(flower is hibiscus|color is pink) = P(flower is hibiscus)