Questions: A binomial experiment has the given number of trials N and the given success probability P.
N=8, P=0.5
Find the variance and standard deviation. Round the variance to two decimal places and standard deviation to at least three decimal places.
Transcript text: A binomial experiment has the given number of trials $N$ and the given success probability P.
\[
N=8, P=0.5
\]
Find the variance and standard deviation. Round the variance to two decimal places and standard deviation to at least three decimal places.
Solution
Solution Steps
Step 1: Calculate the Mean
The mean \( \mu \) of a binomial distribution is calculated using the formula:
\[
\mu = n \cdot p
\]
Substituting the values \( n = 8 \) and \( p = 0.5 \):
\[
\mu = 8 \cdot 0.5 = 4.0
\]
Step 2: Calculate the Variance
The variance \( \sigma^2 \) of a binomial distribution is given by:
\[
\sigma^2 = n \cdot p \cdot q
\]
where \( q = 1 - p \). Thus, \( q = 0.5 \). Substituting the values:
\[
\sigma^2 = 8 \cdot 0.5 \cdot 0.5 = 2.0
\]
Step 3: Calculate the Standard Deviation
The standard deviation \( \sigma \) is the square root of the variance:
\[
\sigma = \sqrt{n \cdot p \cdot q}
\]
Substituting the values:
\[
\sigma = \sqrt{8 \cdot 0.5 \cdot 0.5} = \sqrt{2} \approx 1.414
\]
Final Answer
The variance and standard deviation of the binomial distribution are:
\[
\text{Variance: } \boxed{2.00}
\]
\[
\text{Standard Deviation: } \boxed{1.414}
\]