Math Problem Statement
(a) If we have 2 events, A and B, that are mutually exclusive and we also know that P(A) = 0.40 and P(B) = 0.50. Find
(i) P(AUB)?
(ii) P(AՌB)?
(iii) P(A│B)?
Solution
Given that we have two events and that are mutually exclusive, and we know the probabilities and , we can find the following probabilities:
(i)
The probability of the union of and , denoted as , is the probability that either event or event occurs. Since and are mutually exclusive, they cannot occur together. Therefore, we can simply add their probabilities:
Substitute the given values:
(ii)
The probability of the intersection of and , denoted as , is the probability that both events and occur simultaneously. However, since and are mutually exclusive, the probability that both occur is zero:
(iii)
The probability of given , denoted as , is the conditional probability that event occurs given that event has occurred. For mutually exclusive events, the occurrence of one event means the other cannot occur. Therefore:
Since (because they are mutually exclusive):
Summary of Results
Would you like to explore any of these concepts further or discuss related questions?
Relative Questions:
- How would the probabilities change if and were not mutually exclusive?
- Can mutually exclusive events be independent? Why or why not?
- How would you calculate the probability of given different values?
- What does it mean if is not zero, but and are still dependent events?
- How would the scenario change if you introduced a third event that is also mutually exclusive with and ?
Tip:
When working with mutually exclusive events, remember that their intersection is always zero, which simplifies many probability calculations.
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Math Problem Analysis
Mathematical Concepts
Probability Theory
Conditional Probability
Mutually Exclusive Events
Formulas
Probability of Union: P(A ∪ B) = P(A) + P(B)
Conditional Probability: P(A | B) = P(A ∩ B) / P(B)
Theorems
-
Suitable Grade Level
Undergraduate
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