Given $P(A)=0.5$, $P(A\cup B)=0.8$. If $A$ and $B$ are mutually exclusive, $P(B)=p$. If $A$ and $B$ are independent, $P(B)=q$. Find $q/p$.
Step-by-Step Solution
Key Concept: Mutually exclusive: $P(A\cup B)=P(A)+P(B)$. Independent: $P(A\cup B)=P(A)+P(B)-P(A)P(B)$.
Step 1:
To find the value of $p$ when $A$ and $B$ are mutually exclusive, we use the formula for the probability of the union of two mutually exclusive events: $P(A \cup B) = P(A) + P(B)$. Given that $P(A) = 0.5$ and $P(A \cup B) = 0.8$, we can solve for $P(B)$, which in this context is equal to $p$. So, we have $0.8 = 0.5 + p$.
$$
0.8 = 0.5 + p
$$
Solving for $p$, we get:
$$
p = 0.8 - 0.5 = 0.3
$$
Step 2:
Next, to find the value of $q$ when $A$ and $B$ are independent, we use the formula for the probability of the union of two independent events: $P(A \cup B) = P(A) + P(B) - P(A)P(B)$. Substituting the given values, we have $0.8 = 0.5 + q - 0.5q$. This equation will allow us to solve for $q$.
$$
0.8 = 0.5 + q - 0.5q
$$
Step 3:
We simplify the equation from Step 2 to solve for $q$. First, we combine like terms:
$$
0.8 = 0.5 + 0.5q
$$
Then, we isolate the terms involving $q$ on one side:
$$
0.8 - 0.5 = 0.5q
$$
$$
0.3 = 0.5q
$$
Solving for $q$, we get:
$$
q = \frac{0.3}{0.5} = 0.6
$$
Step 4:
Finally, to find $q/p$, we divide the value of $q$ by the value of $p$ obtained from the previous steps.
$$
\frac{q}{p} = \frac{0.6}{0.3} = 2
$$
Therefore, the final answer is $2$.
Correct Answer: 2