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Four dice are thrown simultaneously. If ...

Four dice are thrown simultaneously. If the occurrence of 2, 4 or 6 in single die is considered a success, find the probability of at least three successes.

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To solve the problem of finding the probability of getting at least three successes when four dice are thrown, where a success is defined as rolling a 2, 4, or 6, we can follow these steps: ### Step 1: Define the Success Probability When a single die is thrown, the successful outcomes are 2, 4, or 6. Therefore, the probability of success (P) is: \[ P = \frac{\text{Number of successful outcomes}}{\text{Total outcomes}} = \frac{3}{6} = \frac{1}{2} \] ### Step 2: Define the Failure Probability The probability of failure (Q), which is rolling a 1, 3, or 5, is: \[ Q = 1 - P = 1 - \frac{1}{2} = \frac{1}{2} \] ### Step 3: Identify the Number of Trials We are throwing 4 dice, so the number of trials (n) is: \[ n = 4 \] ### Step 4: Calculate the Probability of At Least 3 Successes We need to find the probability of getting at least 3 successes (i.e., either 3 successes or 4 successes). This can be expressed as: \[ P(X \geq 3) = P(X = 3) + P(X = 4) \] ### Step 5: Calculate \( P(X = 3) \) Using the binomial probability formula: \[ P(X = k) = \binom{n}{k} P^k Q^{n-k} \] For \( k = 3 \): \[ P(X = 3) = \binom{4}{3} \left(\frac{1}{2}\right)^3 \left(\frac{1}{2}\right)^{4-3} = \binom{4}{3} \left(\frac{1}{2}\right)^4 \] Calculating \( \binom{4}{3} = 4 \): \[ P(X = 3) = 4 \cdot \left(\frac{1}{2}\right)^4 = 4 \cdot \frac{1}{16} = \frac{4}{16} = \frac{1}{4} \] ### Step 6: Calculate \( P(X = 4) \) For \( k = 4 \): \[ P(X = 4) = \binom{4}{4} \left(\frac{1}{2}\right)^4 \left(\frac{1}{2}\right)^{4-4} = \binom{4}{4} \left(\frac{1}{2}\right)^4 \] Calculating \( \binom{4}{4} = 1 \): \[ P(X = 4) = 1 \cdot \left(\frac{1}{2}\right)^4 = 1 \cdot \frac{1}{16} = \frac{1}{16} \] ### Step 7: Combine the Probabilities Now, we can combine the probabilities of getting 3 and 4 successes: \[ P(X \geq 3) = P(X = 3) + P(X = 4) = \frac{1}{4} + \frac{1}{16} \] To add these fractions, we need a common denominator. The least common multiple of 4 and 16 is 16: \[ P(X \geq 3) = \frac{4}{16} + \frac{1}{16} = \frac{5}{16} \] ### Final Answer The probability of getting at least 3 successes when 4 dice are thrown is: \[ \boxed{\frac{5}{16}} \]
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