Sovi.AI - AI Math Tutor

Scan to solve math questions

QUESTION IMAGE

find the mean, variance, and standard deviation of the binomial distrib…

Question

find the mean, variance, and standard deviation of the binomial distribution with the given values of n and p. n = 80, p = 0.6 the mean, μ, is (round to the nearest tenth as needed.)

Explanation:

Step1: Calculate the mean

The formula for the mean of a binomial distribution is $\mu = np$. Substitute $n = 80$ and $p=0.6$ into the formula.
$\mu=80\times0.6$
$\mu = 48.0$

Step2: Calculate the variance

The formula for the variance of a binomial distribution is $\sigma^{2}=np(1 - p)$. Substitute $n = 80$ and $p = 0.6$ into the formula. First, find $1-p=1 - 0.6=0.4$. Then $\sigma^{2}=80\times0.6\times0.4$
$\sigma^{2}=19.2$

Step3: Calculate the standard - deviation

The formula for the standard deviation of a binomial distribution is $\sigma=\sqrt{\sigma^{2}}$. Since $\sigma^{2}=19.2$, then $\sigma=\sqrt{19.2}\approx4.4$

Answer:

The mean, $\mu$, is $48.0$. The variance, $\sigma^{2}$, is $19.2$. The standard deviation, $\sigma$, is approximately $4.4$.