Math Problem Statement

If A, B, and C are mutually exclusive events with P(A) = 0.23, P(B) = 0.34, and P(C) = 0.41, determine the following probabilities: (a) P(A ∪ B ∪ C), (b) P(A ∩ B ∩ C), (c) P(A ∩ B), (d) P((A ∪ B) ∩ C), (e) P(A' ∩ B' ∩ C').

Solution

Let's solve the given problem step by step. We are given that AA, BB, and CC are mutually exclusive events, meaning they cannot occur simultaneously. The probabilities are:

  • P(A)=0.23P(A) = 0.23
  • P(B)=0.34P(B) = 0.34
  • P(C)=0.41P(C) = 0.41

We need to find the following probabilities:

(a) P(ABC)P(A \cup B \cup C)

Since AA, BB, and CC are mutually exclusive, the probability of their union is the sum of their individual probabilities:

P(ABC)=P(A)+P(B)+P(C)P(A \cup B \cup C) = P(A) + P(B) + P(C)

Substituting the given values:

P(ABC)=0.23+0.34+0.41=0.98P(A \cup B \cup C) = 0.23 + 0.34 + 0.41 = 0.98

(b) P(ABC)P(A \cap B \cap C)

Because AA, BB, and CC are mutually exclusive, they cannot occur together. Hence, the intersection of these events is 0:

P(ABC)=0P(A \cap B \cap C) = 0

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

For mutually exclusive events, the intersection between any two events is also 0:

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

(d) P((AB)C)P((A \cup B) \cap C)

This is asking for the probability of the intersection of CC with the union of AA and BB. Since AA, BB, and CC are mutually exclusive, the intersection of CC with ABA \cup B is 0:

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

(e) P(ABC)P(A' \cap B' \cap C')

This is the probability that none of the events AA, BB, or CC occur. To calculate this, we first find the complement of each event:

P(A)=1P(A)=10.23=0.77P(A') = 1 - P(A) = 1 - 0.23 = 0.77 P(B)=1P(B)=10.34=0.66P(B') = 1 - P(B) = 1 - 0.34 = 0.66 P(C)=1P(C)=10.41=0.59P(C') = 1 - P(C) = 1 - 0.41 = 0.59

Since AA, BB, and CC are mutually exclusive, their complements are independent. Thus, we can multiply the probabilities:

P(ABC)=P(A)×P(B)×P(C)=0.77×0.66×0.59=0.300P(A' \cap B' \cap C') = P(A') \times P(B') \times P(C') = 0.77 \times 0.66 \times 0.59 = 0.300

Rounding to two decimal places:

P(ABC)=0.30P(A' \cap B' \cap C') = 0.30

Summary of Results:

  • (a) P(ABC)=0.98P(A \cup B \cup C) = 0.98
  • (b) P(ABC)=0P(A \cap B \cap C) = 0
  • (c) P(AB)=0P(A \cap B) = 0
  • (d) P((AB)C)=0P((A \cup B) \cap C) = 0
  • (e) P(ABC)=0.30P(A' \cap B' \cap C') = 0.30

Would you like further clarification or details?

Here are five related questions:

  1. How would the probabilities change if AA, BB, and CC were not mutually exclusive?
  2. What is the general formula for P(AB)P(A \cup B) when events are not mutually exclusive?
  3. How do you calculate the complement of the union of three events?
  4. If P(A)P(A), P(B)P(B), and P(C)P(C) were dependent, how would you approach calculating P(AB)P(A \cap B)?
  5. Can mutually exclusive events ever be independent?

Tip: Mutually exclusive events cannot occur at the same time, while independent events do not influence each other's occurrence.

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Math Problem Analysis

Mathematical Concepts

Probability
Mutually Exclusive Events
Set Operations
Complementary Events

Formulas

P(A ∪ B ∪ C) = P(A) + P(B) + P(C) (for mutually exclusive events)
P(A ∩ B ∩ C) = 0 (for mutually exclusive events)
P(A' ∩ B' ∩ C') = P(A') × P(B') × P(C')

Theorems

Probability Addition Rule
Complement Rule

Suitable Grade Level

Grades 9-11