To solve this problem, we need to determine the probability of getting at least 5 successes in 6 trials given that an experiment succeeds twice as often as it fails.
Step 1: Determine the probability of success and failure
Let the probability of success in a single trial be \( p \) and the probability of failure be \( q \). We are given that the experiment succeeds twice as often as it fails:
\(p = 2q\)
Since the probability of success and failure must add up to 1:
\(p + q = 1\)
Substitute \( p = 2q \) in the equation:
\(2q + q = 1\) \(3q = 1\) \(q = \frac{1}{3}\)
Then, the probability of success is:
\(p = 2q = 2 \times \frac{1}{3} = \frac{2}{3}\)
Step 2: Use the Binomial Probability Formula
The probability of getting exactly \( k \) successes in \( n \) independent Bernoulli trials is given by the binomial probability formula:
\(P(X = k) = \binom{n}{k} p^k q^{n-k}\)
Here, \( n = 6 \), \( p = \frac{2}{3} \), and \( q = \frac{1}{3} \).
We need the probability of at least 5 successes:
\(P(X \geq 5) = P(X = 5) + P(X = 6)\)
Calculate each component:
Step 3: Calculate the probability of at least 5 successes
Now, add the calculated probabilities:
\(P(X \geq 5) = \frac{192}{729} + \frac{64}{729} = \frac{256}{729}\)
Hence, the probability of getting at least 5 successes in 6 trials is \(\frac{256}{729}\).
Conclusion
The correct answer is \(\frac{256}{729}\), which matches the given option.