In: Statistics and Probability
A genetic experiment with peas resulted in one sample of offspring that consisted of
417
green peas and
159
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.
less than<pless than<
(Round to three decimal places a
Solution :
Given that,
n = 417 + 159 = 576
x = 159
a) Point estimate = sample proportion = = x / n = 159 / 576 = 0.276
1 - = 1 - 0.276 = 0.724
At 95% confidence level
= 1 - 95%
=1 - 0.95 =0.05
/2
= 0.025
Z/2
= Z0.025 = 1.96
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.96 (((0.276 * 0.724) / 576)
= 0.037
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.276 - 0.037 < p < 0.276 + 0.037
( 0.239 < p < 0.313 )
b) No, the confidence interval include 0.25, so the true percentage could easily equal 25%