The probabilities of solving a question by \( A \) and \( B \) independently are \( \frac{1}{2} \) and \( \frac{1}{3} \) respectively. If both of them try to solve it independently, find the probability that:
Step 1: Define probabilities. Let \( P(A) = \frac{1}{2} \) be the probability that \( A \) solves the problem. Let \( P(B) = \frac{1}{3} \) be the probability that \( B \) solves the problem.
Step 2: Compute probability that neither solves it. \[ P(\text{none}) = P(\text{A fails}) \times P(\text{B fails}) \] Since the events are independent, \[ P(A'B') = (1 - P(A)) \times (1 - P(B)) \] \[ = \left( 1 - \frac{1}{2} \right) \times \left( 1 - \frac{1}{3} \right) \] \[ = \frac{1}{2} \times \frac{2}{3} = \frac{1}{3} \] Thus, the probability that none of them solve it is \( \frac{1}{3} \).
Step 3: Compute probability that at least one solves it. Using the complement rule: \[ P(\text{at least one}) = 1 - P(\text{none}) \] \[ = 1 - \frac{1}{3} = \frac{2}{3} \] Thus, the probability that at least one of them solves it is \( \frac{2}{3} \).
The probability distribution of the random variable X is given by
X | 0 | 1 | 2 | 3 |
---|---|---|---|---|
P(X) | 0.2 | k | 2k | 2k |
Find the variance of the random variable \(X\).
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