Math Problem Statement

A sample space consists of five simple events, E1, E2, E3, E4, and E5. a If P(E1) = P(E2) = 0.15, P(E3) = 0.4, and P(E4) = 2P(E5), find the probabilities of E4 and E5. b If P(E1) = 3P(E2) = 0.3, find the probabilities of the remaining simple events if you know that the remaining simple events are equally probable

Solution

Let's solve the problem step by step.

Part (a)

We are given the following probabilities:

  • P(E1)=P(E2)=0.15P(E1) = P(E2) = 0.15
  • P(E3)=0.4P(E3) = 0.4
  • P(E4)=2P(E5)P(E4) = 2P(E5)

The sum of all probabilities in a sample space must equal 1:

P(E1)+P(E2)+P(E3)+P(E4)+P(E5)=1P(E1) + P(E2) + P(E3) + P(E4) + P(E5) = 1

Substituting the given values:

0.15+0.15+0.4+P(E4)+P(E5)=10.15 + 0.15 + 0.4 + P(E4) + P(E5) = 1

This simplifies to:

0.7+P(E4)+P(E5)=10.7 + P(E4) + P(E5) = 1

Subtracting 0.7 from both sides:

P(E4)+P(E5)=0.3P(E4) + P(E5) = 0.3

We also know that P(E4)=2P(E5)P(E4) = 2P(E5). Let's substitute P(E4)=2P(E5)P(E4) = 2P(E5) into the equation:

2P(E5)+P(E5)=0.32P(E5) + P(E5) = 0.3

This simplifies to:

3P(E5)=0.33P(E5) = 0.3

Solving for P(E5)P(E5):

P(E5)=0.33=0.1P(E5) = \frac{0.3}{3} = 0.1

Now, substituting P(E5)P(E5) back into the equation for P(E4)P(E4):

P(E4)=2×0.1=0.2P(E4) = 2 \times 0.1 = 0.2

So, the probabilities are:

  • P(E4)=0.2P(E4) = 0.2
  • P(E5)=0.1P(E5) = 0.1

Part (b)

We are given the following probabilities:

  • P(E1)=0.3P(E1) = 0.3
  • P(E1)=3P(E2)P(E1) = 3P(E2)

Let P(E2)=xP(E2) = x, then P(E1)=3xP(E1) = 3x. Since P(E1)=0.3P(E1) = 0.3, we can solve for xx:

3x=0.33x = 0.3

x=0.33=0.1x = \frac{0.3}{3} = 0.1

So, P(E2)=0.1P(E2) = 0.1.

We know that the remaining simple events (E3, E4, E5) are equally probable, and their probabilities must add up to 1(P(E1)+P(E2))1 - (P(E1) + P(E2)):

P(E3)+P(E4)+P(E5)=10.4=0.6P(E3) + P(E4) + P(E5) = 1 - 0.4 = 0.6

Since they are equally probable:

P(E3)=P(E4)=P(E5)=0.63=0.2P(E3) = P(E4) = P(E5) = \frac{0.6}{3} = 0.2

Thus, the probabilities are:

  • P(E1)=0.3P(E1) = 0.3
  • P(E2)=0.1P(E2) = 0.1
  • P(E3)=0.2P(E3) = 0.2
  • P(E4)=0.2P(E4) = 0.2
  • P(E5)=0.2P(E5) = 0.2

Summary:

  1. In part (a):

    • P(E4)=0.2P(E4) = 0.2
    • P(E5)=0.1P(E5) = 0.1
  2. In part (b):

    • P(E1)=0.3P(E1) = 0.3
    • P(E2)=0.1P(E2) = 0.1
    • P(E3)=0.2P(E3) = 0.2
    • P(E4)=0.2P(E4) = 0.2
    • P(E5)=0.2P(E5) = 0.2

Do you want further details or have any questions?

Here are 5 related questions:

  1. How do you calculate the probability of an event not occurring?
  2. What is the probability of at least one of the events E3E3, E4E4, or E5E5 occurring?
  3. How would you find the expected value if each event had a numerical outcome?
  4. What if P(E4)=3P(E5)P(E4) = 3P(E5), how would that change your calculation in part (a)?
  5. How do you determine if events are mutually exclusive?

Tip: The sum of probabilities in any sample space must always equal 1. This principle is key when solving for unknown probabilities.

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Math Problem Analysis

Mathematical Concepts

Probability
Sample Space
Equally Likely Events

Formulas

Sum of probabilities in a sample space = 1

Theorems

Basic Probability Theorem

Suitable Grade Level

Grades 10-12