Questions: Use the given values of n=1205 and p=0.98 to find the maximum value that is significantly low, μ-2σ, and the minimum value that is significantly high, μ+2σ. Round your answer to the nearest hundredth unless otherwise noted.
Transcript text: Use the given values of $n=1205$ and $p=0.98$ to find the maximum value that is significantly low, $\mu-2 \sigma$, and the minimum value that is significantly high, $\mu+2 \sigma$. Round your answer to the nearest hundredth unless otherwise noted.
Solution
Solution Steps
To solve this problem, we need to calculate the mean ($\mu$) and the standard deviation ($\sigma$) for a binomial distribution. The formulas for these are:
$\mu = n \cdot p$
$\sigma = \sqrt{n \cdot p \cdot (1 - p)}$
Once we have $\mu$ and $\sigma$, we can find the maximum value that is significantly low ($\mu - 2\sigma$) and the minimum value that is significantly high ($\mu + 2\sigma$).
Solution Approach
Calculate the mean ($\mu$) using the formula $\mu = n \cdot p$.
Calculate the standard deviation ($\sigma$) using the formula $\sigma = \sqrt{n \cdot p \cdot (1 - p)}$.
Compute $\mu - 2\sigma$ for the maximum value that is significantly low.
Compute $\mu + 2\sigma$ for the minimum value that is significantly high.
Round the results to the nearest hundredth.
Step 1: Calculate the Mean (\(\mu\))
The mean (\(\mu\)) for a binomial distribution is given by:
\[
\mu = n \cdot p
\]
Substituting the given values \(n = 1205\) and \(p = 0.98\):
\[
\mu = 1205 \cdot 0.98 = 1180.9
\]
Step 2: Calculate the Standard Deviation (\(\sigma\))
The standard deviation (\(\sigma\)) for a binomial distribution is given by:
\[
\sigma = \sqrt{n \cdot p \cdot (1 - p)}
\]
Substituting the given values \(n = 1205\) and \(p = 0.98\):
\[
\sigma = \sqrt{1205 \cdot 0.98 \cdot (1 - 0.98)} = \sqrt{1205 \cdot 0.98 \cdot 0.02} \approx 4.8598
\]
Step 3: Calculate the Maximum Value that is Significantly Low (\(\mu - 2\sigma\))
The maximum value that is significantly low is given by:
\[
\mu - 2\sigma
\]
Substituting the calculated values \(\mu = 1180.9\) and \(\sigma \approx 4.8598\):
\[
\mu - 2\sigma = 1180.9 - 2 \cdot 4.8598 \approx 1171.18
\]
Step 4: Calculate the Minimum Value that is Significantly High (\(\mu + 2\sigma\))
The minimum value that is significantly high is given by:
\[
\mu + 2\sigma
\]
Substituting the calculated values \(\mu = 1180.9\) and \(\sigma \approx 4.8598\):
\[
\mu + 2\sigma = 1180.9 + 2 \cdot 4.8598 \approx 1190.62
\]
Final Answer
The maximum value that is significantly low is:
\[
\boxed{1171.18}
\]
The minimum value that is significantly high is:
\[
\boxed{1190.62}
\]