If a random variable X is binomially distributed with parameters n=5, p=0.4, then the probability of three successes is:a.0.18b.0.23c.0.36d.0.68
Question
If a random variable X is binomially distributed with parameters n=5, p=0.4, then the probability of three successes is:
a. 0.18
b. 0.23
c. 0.36
d. 0.68
Solution
The probability of getting exactly k successes in n trials is given by the formula for the Binomial distribution:
P(X=k) = C(n, k) * (p^k) * ((1-p)^(n-k))
where:
- C(n, k) is the number of combinations of n items taken k at a time,
- p is the probability of success on a single trial,
- n is the number of trials,
- k is the number of successes we want.
In this case, we have n=5 (the number of trials), p=0.4 (the probability of success on a single trial), and we want to find the probability of k=3 successes.
So, we have:
P(X=3) = C(5, 3) * (0.4^3) * ((1-0.4)^(5-3))
Calculating the combinations, C(5, 3) = 5! / [3!(5-3)!] = 10.
So,
P(X=3) = 10 * (0.4^3) * (0.6^2) = 10 * 0.064 * 0.36 = 0.2304
So, the probability of getting exactly 3 successes is approximately 0.23. Therefore, the correct answer is b. 0.23.
Similar Questions
Consider a binomial experiment with 5 trials and p=0.4.a. Compute the probability of 1 success, f(1)
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.
What is the probability of rolling getting exactly 3 heads when tossing a coin 5 times?
if the sum of the mean and variance of binomial distribution of 5trails is 4.8 ,find the corresponding pmf of the distribution
Suppose X follows a binomial distribution with n=30 trials and p=0.5 probability of success . Find μₓ, the mean of X. Do not round your answer.2 points
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.