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A lot contains 50 defective and 50 non-d...

A lot contains 50 defective and 50 non-defectivebulbs. Two bulbs are drawn at random one at a time withreplacementevents A, and as first bul. The B C are defined theis defective, the second bulb is non-defective, the two banboth defective or non-defective, respectively. Then,(a) A, B and C are pairwise independent(b) A, B and C are pairwise not independent(c) A, B and C are independent(d) None of the above

A

A and B are independent

B

B and C are independent

C

A and C are independent

D

A,B and C are pairwise independent

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To solve the problem, we need to analyze the events A, B, and C defined in the context of drawing bulbs from a lot containing 50 defective and 50 non-defective bulbs. The events are defined as follows: - Event A: The first bulb drawn is defective. - Event B: The second bulb drawn is non-defective. - Event C: Both bulbs drawn are either defective or non-defective. ### Step 1: Calculate the probabilities of events A, B, and C 1. **Probability of Event A (First bulb is defective)**: - There are 50 defective bulbs out of 100 total bulbs. - \( P(A) = \frac{50}{100} = \frac{1}{2} \) 2. **Probability of Event B (Second bulb is non-defective)**: - Again, there are 50 non-defective bulbs out of 100 total bulbs. - \( P(B) = \frac{50}{100} = \frac{1}{2} \) 3. **Probability of Event C (Both bulbs are either defective or non-defective)**: - The possible outcomes for C are: - Both bulbs defective (X, X) - Both bulbs non-defective (Y, Y) - Calculate the probabilities: - \( P(X, X) = P(A) \times P(A) = \frac{1}{2} \times \frac{1}{2} = \frac{1}{4} \) - \( P(Y, Y) = P(B) \times P(B) = \frac{1}{2} \times \frac{1}{2} = \frac{1}{4} \) - Therefore, \[ P(C) = P(X, X) + P(Y, Y) = \frac{1}{4} + \frac{1}{4} = \frac{1}{2} \] ### Step 2: Calculate joint probabilities for independence 1. **Joint Probability of A and B**: - \( P(A \cap B) = P(A) \times P(B) = \frac{1}{2} \times \frac{1}{2} = \frac{1}{4} \) 2. **Joint Probability of A and C**: - \( P(A \cap C) = P(X, X) + P(X, Y) = P(X, X) + 0 = \frac{1}{4} \) 3. **Joint Probability of B and C**: - \( P(B \cap C) = P(Y, Y) + P(X, Y) = 0 + \frac{1}{4} = \frac{1}{4} \) 4. **Joint Probability of A, B, and C**: - Since A and B are independent, - \( P(A \cap B \cap C) = P(A \cap B) \times P(C) = \frac{1}{4} \times \frac{1}{2} = \frac{1}{8} \) ### Step 3: Check for independence To check if A, B, and C are independent, we need to see if: - \( P(A \cap B) = P(A) \times P(B) \) - \( P(A \cap C) = P(A) \times P(C) \) - \( P(B \cap C) = P(B) \times P(C) \) From our calculations: - \( P(A \cap B) = \frac{1}{4} \) and \( P(A) \times P(B) = \frac{1}{4} \) (independent) - \( P(A \cap C) = \frac{1}{4} \) and \( P(A) \times P(C) = \frac{1}{4} \) (independent) - \( P(B \cap C) = \frac{1}{4} \) and \( P(B) \times P(C) = \frac{1}{4} \) (independent) Since all pairs are independent, we conclude that: - A, B, and C are pairwise independent. ### Conclusion Thus, the correct answer is: **(a) A, B, and C are pairwise independent.**

To solve the problem, we need to analyze the events A, B, and C defined in the context of drawing bulbs from a lot containing 50 defective and 50 non-defective bulbs. The events are defined as follows: - Event A: The first bulb drawn is defective. - Event B: The second bulb drawn is non-defective. - Event C: Both bulbs drawn are either defective or non-defective. ### Step 1: Calculate the probabilities of events A, B, and C ...
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