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An experiment succeeds twice as often as...

An experiment succeeds twice as often as it fails. The probability of at least 5 successes in the six trials of this experiment is

A

`(496)/(729)`

B

`(192)/(729)`

C

`(240)/(729)`

D

`(256)/(729)`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem step by step, we will first define the probabilities and then calculate the required probability of at least 5 successes in 6 trials. ### Step 1: Define the probabilities of success and failure Let the probability of success be \( p \) and the probability of failure be \( q \). According to the problem, the experiment succeeds twice as often as it fails. This can be expressed as: \[ p = 2q \] Since the total probability must equal 1, we have: \[ p + q = 1 \] Substituting \( p = 2q \) into the equation gives: \[ 2q + q = 1 \implies 3q = 1 \implies q = \frac{1}{3} \] Now substituting back to find \( p \): \[ p = 2q = 2 \times \frac{1}{3} = \frac{2}{3} \] ### Step 2: Calculate the probability of at least 5 successes We need to find the probability of getting at least 5 successes in 6 trials. This can be calculated as: \[ P(X \geq 5) = P(X = 5) + P(X = 6) \] Where \( X \) is the number of successes in 6 trials. ### Step 3: Calculate \( P(X = 5) \) and \( P(X = 6) \) Using the binomial probability formula: \[ P(X = k) = \binom{n}{k} p^k q^{n-k} \] For \( n = 6 \), \( p = \frac{2}{3} \), and \( q = \frac{1}{3} \): 1. **Calculate \( P(X = 5) \)**: \[ P(X = 5) = \binom{6}{5} \left(\frac{2}{3}\right)^5 \left(\frac{1}{3}\right)^{6-5} \] \[ = 6 \cdot \left(\frac{2}{3}\right)^5 \cdot \left(\frac{1}{3}\right)^1 \] \[ = 6 \cdot \frac{32}{243} \cdot \frac{1}{3} = 6 \cdot \frac{32}{729} = \frac{192}{729} \] 2. **Calculate \( P(X = 6) \)**: \[ P(X = 6) = \binom{6}{6} \left(\frac{2}{3}\right)^6 \left(\frac{1}{3}\right)^{0} \] \[ = 1 \cdot \left(\frac{2}{3}\right)^6 = \frac{64}{729} \] ### Step 4: Combine the probabilities Now, we can combine the probabilities to find \( P(X \geq 5) \): \[ P(X \geq 5) = P(X = 5) + P(X = 6) = \frac{192}{729} + \frac{64}{729} = \frac{256}{729} \] ### Final Answer Thus, the probability of at least 5 successes in 6 trials is: \[ \boxed{\frac{256}{729}} \]
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