Math Problem Statement

14. Given that P(A) = 0.4, P(B) = 0.7 and that P(A ∪ B) = 0.8, find: a) P(A ∪ B') b) P(A' ∩ B)

Solution

The problem provides the following probabilities:

  • P(A)=0.4P(A) = 0.4
  • P(B)=0.7P(B) = 0.7
  • P(AB)=0.8P(A \cup B) = 0.8

We are tasked to find: a) P(AB)P(A \cup B')
b) P(AB)P(A' \cap B)

Solution:

a) P(AB)P(A \cup B')

We know the complement rule P(B)=1P(B)P(B') = 1 - P(B). Thus: P(B)=10.7=0.3P(B') = 1 - 0.7 = 0.3

The union of AA and BB' can be calculated as: P(AB)=P(A)+P(B)P(AB)P(A \cup B') = P(A) + P(B') - P(A \cap B')

From the given, P(AB)=P(A)P(AB)P(A \cap B') = P(A) - P(A \cap B), so we need P(AB)P(A \cap B). Using the formula: P(AB)=P(A)+P(B)P(AB)P(A \cup B) = P(A) + P(B) - P(A \cap B) Substitute the known values: 0.8=0.4+0.7P(AB)0.8 = 0.4 + 0.7 - P(A \cap B) P(AB)=0.3P(A \cap B) = 0.3

Thus: P(AB)=P(A)P(AB)=0.40.3=0.1P(A \cap B') = P(A) - P(A \cap B) = 0.4 - 0.3 = 0.1

Finally: P(AB)=P(A)+P(B)P(AB)=0.4+0.30.1=0.6P(A \cup B') = P(A) + P(B') - P(A \cap B') = 0.4 + 0.3 - 0.1 = 0.6

b) P(AB)P(A' \cap B)

The intersection of AA' and BB is: P(AB)=P(B)P(AB)P(A' \cap B) = P(B) - P(A \cap B) Substitute the values: P(AB)=0.70.3=0.4P(A' \cap B) = 0.7 - 0.3 = 0.4

Final Answers:

a) P(AB)=0.6P(A \cup B') = 0.6
b) P(AB)=0.4P(A' \cap B) = 0.4

Let me know if you'd like further clarification! Here are 5 related questions to deepen your understanding:

  1. How is the formula for P(AB)P(A \cup B) derived, and why is subtraction of P(AB)P(A \cap B) necessary?
  2. What is the interpretation of P(AB)P(A \cup B') in practical terms?
  3. How would P(AB)P(A' \cap B') be calculated with the same data?
  4. What changes if P(A)P(A) and P(B)P(B) are not mutually exclusive?
  5. Can P(AB)P(A \cup B) ever exceed 11? Why or why not?

Tip: Always verify if events are mutually exclusive or independent to simplify calculations in probability problems.

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Math Problem Analysis

Mathematical Concepts

Probability
Set Theory

Formulas

P(A ∪ B) = P(A) + P(B) - P(A ∩ B)
P(B') = 1 - P(B)
P(A ∩ B') = P(A) - P(A ∩ B)
P(A' ∩ B) = P(B) - P(A ∩ B)

Theorems

Complement Rule
Inclusion-Exclusion Principle

Suitable Grade Level

Grades 10-12