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 AA and BB that are mutually exclusive, and we know the probabilities P(A)=0.40P(A) = 0.40 and P(B)=0.50P(B) = 0.50, we can find the following probabilities:

(i) P(AB)P(A \cup B)

The probability of the union of AA and BB, denoted as P(AB)P(A \cup B), is the probability that either event AA or event BB occurs. Since AA and BB are mutually exclusive, they cannot occur together. Therefore, we can simply add their probabilities:

P(AB)=P(A)+P(B)P(A \cup B) = P(A) + P(B)

Substitute the given values:

P(AB)=0.40+0.50=0.90P(A \cup B) = 0.40 + 0.50 = 0.90

(ii) P(AB)P(A \cap B)

The probability of the intersection of AA and BB, denoted as P(AB)P(A \cap B), is the probability that both events AA and BB occur simultaneously. However, since AA and BB are mutually exclusive, the probability that both occur is zero:

P(AB)=0P(A \cap B) = 0

(iii) P(AB)P(A \mid B)

The probability of AA given BB, denoted as P(AB)P(A \mid B), is the conditional probability that event AA occurs given that event BB has occurred. For mutually exclusive events, the occurrence of one event means the other cannot occur. Therefore:

P(AB)=P(AB)P(B)P(A \mid B) = \frac{P(A \cap B)}{P(B)}

Since P(AB)=0P(A \cap B) = 0 (because they are mutually exclusive):

P(AB)=00.50=0P(A \mid B) = \frac{0}{0.50} = 0

Summary of Results

  1. P(AB)=0.90P(A \cup B) = 0.90
  2. P(AB)=0P(A \cap B) = 0
  3. P(AB)=0P(A \mid B) = 0

Would you like to explore any of these concepts further or discuss related questions?


Relative Questions:

  1. How would the probabilities change if AA and BB were not mutually exclusive?
  2. Can mutually exclusive events be independent? Why or why not?
  3. How would you calculate the probability of P(BA)P(B \mid A) given different values?
  4. What does it mean if P(AB)P(A \mid B) is not zero, but AA and BB are still dependent events?
  5. How would the scenario change if you introduced a third event CC that is also mutually exclusive with AA and BB?

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

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Suitable Grade Level

Undergraduate