Questions: A genetic experiment with peas resulted in one sample of offspring that consisted of 442 green peas and 167 yellow peas.
a. Construct a 95% confidence interval to estimate of the percentage of yellow peas.
b. Based on the confidence interval, do the results of the experiment appear to contradict the expectation that 25% of the offspring peas would be yellow?
a. Construct a 95% confidence interval. Express the percentages in decimal form.
p < (Round to three decimal places as needed.)
Transcript text: A genetic experiment with peas resulted in one sample of offspring that consisted of 442 green peas and 167 yellow peas.
a. Construct a $95 \%$ confidence interval to estimate of the percentage of yellow peas.
b. Based on the confidence interval, do the results of the experiment appear to contradict the expectation that $25 \%$ of the offspring peas would be yellow?
a. Construct a $95 \%$ confidence interval. Express the percentages in decimal form.
$<\mathrm{p}<$ (Round to three decimal places as needed.)
Solution
Solution Steps
Step 1: Calculate the Sample Proportion
The sample consists of \(442\) green peas and \(167\) yellow peas. The total number of peas is:
\[
n = 442 + 167 = 609
\]
The sample proportion of yellow peas is calculated as:
\[
\hat{p} = \frac{167}{609} \approx 0.274
\]
Step 2: Construct the Confidence Interval
To construct a \(95\%\) confidence interval for the proportion of yellow peas, we use the formula:
\[
\hat{p} \pm z \sqrt{\frac{\hat{p}(1 - \hat{p})}{n}}
\]
where \(z\) is the critical value for \(95\%\) confidence, which is approximately \(1.96\).
The expected proportion of yellow peas is \(0.25\). We check if this value lies within the confidence interval:
\[
0.239 < 0.25 < 0.31
\]
Since \(0.25\) is within the interval \((0.239, 0.31)\), the results do not contradict the expectation that \(25\%\) of the offspring peas would be yellow.
Final Answer
The \(95\%\) confidence interval for the proportion of yellow peas is \((0.239, 0.31)\), and the results do not contradict the expectation that \(25\%\) of the offspring peas would be yellow.