Math Problem Statement

If P(A) = 0.2 and P(B) = 0.4 and P(A ∪ B) = 0.5, find: a) P(A ∩ B) b) P(A' ∪ B)

Solution

Let's solve the problem shown in the image. We are given the following information:

  • P(A)=0.2P(A) = 0.2
  • P(B)=0.4P(B) = 0.4
  • P(AB)=0.5P(A \cup B) = 0.5

We are asked to find:

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

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

a) Finding P(AB)P(A \cap B)

We can use the formula for the union of two events:

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

Substituting the given values:

0.5=0.2+0.4P(AB)0.5 = 0.2 + 0.4 - P(A \cap B)

Simplifying:

0.5=0.6P(AB)0.5 = 0.6 - P(A \cap B)

Solving for P(AB)P(A \cap B):

P(AB)=0.60.5=0.1P(A \cap B) = 0.6 - 0.5 = 0.1

So, P(AB)=0.1P(A \cap B) = 0.1.

b) Finding P(AB)P(A' \cup B)

Recall that AA' is the complement of AA, and the formula for the union of complements is:

P(AB)=1P(AB)P(A' \cup B) = 1 - P(A \cap B')

However, it’s easier to use De Morgan's Law:

P(AB)=1P(AB)P(A' \cup B) = 1 - P(A \cap B)

Since we already found P(AB)=0.1P(A \cap B) = 0.1:

P(AB)=10.1=0.9P(A' \cup B) = 1 - 0.1 = 0.9

So, P(AB)=0.9P(A' \cup B) = 0.9.

Summary:

  • a) P(AB)=0.1P(A \cap B) = 0.1
  • b) P(AB)=0.9P(A' \cup B) = 0.9

Would you like any further explanation or have any questions?


Here are 5 related questions to extend the problem:

  1. How would you find P(AB)P(A \cup B') given the same information?
  2. What is the probability of ABCA \cup B \cup C if a third event CC is introduced?
  3. How do you calculate conditional probability P(AB)P(A|B) using the values provided?
  4. Can P(AB)P(A \cap B) ever exceed P(A)P(A) or P(B)P(B)? Why or why not?
  5. What changes in the calculation if AA and BB are mutually exclusive?

Tip: Always check for independence or mutual exclusivity when dealing with events in probability. It simplifies calculations!

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Probability
Set Theory
Complement of Events

Formulas

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

Theorems

Union and Intersection of Events
Complement Rule in Probability

Suitable Grade Level

High School