In: Statistics and Probability
A genetic experiment with peas resulted in one sample of offspring that consisted of 404 green peas and 161
yellow peas.
a. Construct a 95% confidence interval to estimate of the percentage of yellow peas.
b. It was expected that 25% of the offspring peas would be yellow. Given that the percentage of offspring yellow peas is not 25%, do the results contradict expectations?
a. Construct a 95% confidence interval. Express the percentages in decimal form.
? < p < ?
(Round to three decimal places as needed.)
b. Given that the percentage of offspring yellow peas is not 25%, do the results contradict expectations?
Yes, the confidence interval does not include 0.25, so the true percentage could not equal 25%
No, the confidence interval includes 0.25, so the true percentage could easily equal 25%
Solution :
Given that,
n = 404 + 161 = 565
x = 161
Point estimate = sample proportion = = x / n = 161 / 565 = 0.285
1 - = 1 - 0.285 = 0.715
a) At 95% confidence level
= 1 - 95%
=1 - 0.95 =0.05
/2
= 0.025
Z/2
= Z0.025 = 1.960
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.96 (((0.285 * 0.715) / 565)
= 0.037
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.285 - 0.037 < p < 0.285 + 0.037
0.248 < p < 0.322
( 24.8% < p < 32.2% )
b) No, the confidence interval includes 0.25, so the true percentage could easily equal 25%