Explanation
To find the probability of either event A or event B occurring (P(A ∪ B)), we use the formula:
P(A∪B)=P(A)+P(B)−P(A∩B)
Given probabilities:
- P(A) = 70% = 0.70
- P(B) = 40% = 0.40
- P(B|A) = 20% = 0.20
Step 1: Calculate P(A ∩ B)
Using the conditional probability formula:
P(A∩B)=P(B∣A)×P(A)=0.20×0.70=0.14
Step 2: Calculate P(A ∪ B)
P(A∪B)=P(A)+P(B)−P(A∩B)=0.70+0.40−0.14=0.96
Therefore, the probability of either event A or event B occurring is 0.96 or 96%.
Key concepts:
- Union probability: Probability that at least one of the events occurs
- Conditional probability: P(B|A) represents the probability of B given that A has occurred
- Intersection probability: P(A ∩ B) represents the probability that both events occur
This calculation follows the fundamental probability rule for the union of two events.