The mean and variance of a random variable having a binomial probability distribution are 4 and 2 respectively. Then P(X=1) is:Question 15Select one:a.1/32b.1/8c.1/16d.1/4
Question
The mean and variance of a random variable having a binomial probability distribution are 4 and 2 respectively. Then P(X=1) is:Question 15Select one:a.1/32b.1/8c.1/16d.1/4
Solution
The problem is about a binomial distribution. In a binomial distribution, the mean (μ) is np and the variance (σ^2) is npq, where n is the number of trials, p is the probability of success, and q is the probability of failure (1-p).
Given that the mean (μ) is 4 and the variance (σ^2) is 2, we can set up the following equations:
np = 4 (equation 1) npq = 2 (equation 2)
We can divide equation 2 by equation 1 to get q = 2/4 = 0.5. Since q = 1 - p, we can solve for p to get p = 0.5 as well.
Substituting p = 0.5 into equation 1 gives n = 4 / 0.5 = 8.
Now that we have n = 8 and p = 0.5, we can find P(X=1) using the formula for the binomial probability:
P(X=k) = C(n, k) * (p^k) * (q^(n-k))
where C(n, k) is the combination of n items taken k at a time.
Substituting n = 8, k = 1, p = 0.5, and q = 0.5 gives:
P(X=1) = C(8, 1) * (0.5^1) * (0.5^(8-1)) = 8 * 0.5 * 0.5^7 = 8 * 0.5 * 0.0078125 = 0.03125
So, the closest answer is b. 1/32.
Similar Questions
The mean and variance of a Binomial distribution are 4 and 4/3, respectively. Find the probability of more than two successes.a.433/729b.525/729c.656/729d.713/729
If mean and standard deviation of a binomial distribution is 10 and 2respectively; q will be ___(a) 1(b) 0.8(c) 0.6(d) 0.4
A binomial random variable X has 6 trials and probability of success 0.3. Calculate the mean of X to two decimal places.
Consider a binomial experiment with 5 trials and p=0.4.a. Compute the probability of 1 success, f(1).b. Compute f(0).c. Compute f(2).d. Find the probability of at least one success.e. Find the expected value, variance, and standard deviation
f x is a binomial random variable with n=10 and p=0.8, what is the probability that x is equal to 4?Select one:a..0055.b..0063.c..124.d..232.e..994.
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.