Let A and B be events with P(A) = 0.4, P(B) = 0.2 and P(A or B) = 0.6

A) Compute P(A and B).
B) Are A and B mutually exclusive? Explain
C) Are A and B independent? Explain

1 answer

To solve the problems involving events A and B, we will use the properties of probability.

A) Compute \( P(A \text{ and } B) \)

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

\[ P(A \text{ or } B) = P(A) + P(B) - P(A \text{ and } B) \]

From the information given:

  • \( P(A) = 0.4 \)
  • \( P(B) = 0.2 \)
  • \( P(A \text{ or } B) = 0.6 \)

Plugging in these values into the union formula:

\[ 0.6 = 0.4 + 0.2 - P(A \text{ and } B) \]

Simplifying this equation:

\[ 0.6 = 0.6 - P(A \text{ and } B) \]

We can rearrange it to find \( P(A \text{ and } B) \):

\[ P(A \text{ and } B) = 0.6 - 0.6 = 0 \]

Thus,

\[ \boxed{0} \]

B) Are A and B mutually exclusive? Explain

Two events A and B are mutually exclusive if they cannot occur at the same time, which means:

\[ P(A \text{ and } B) = 0 \]

Since we calculated \( P(A \text{ and } B) = 0 \), A and B are mutually exclusive.

Therefore, the answer is

\[ \text{Yes, A and B are mutually exclusive.} \]

C) Are A and B independent? Explain

Two events A and B are independent if the occurrence of one event does not affect the occurrence of the other. This can be expressed mathematically as:

\[ P(A \text{ and } B) = P(A) \times P(B) \]

We already found \( P(A \text{ and } B) = 0 \). Now we compute \( P(A) \times P(B) \):

\[ P(A) \times P(B) = 0.4 \times 0.2 = 0.08 \]

Since \( P(A \text{ and } B) = 0 \) is not equal to \( 0.08 \), the events A and B are not independent.

Therefore, the answer is

\[ \text{No, A and B are not independent.} \]

In summary:

  • \( P(A \text{ and } B) = 0 \)
  • A and B are mutually exclusive
  • A and B are not independent
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