In: Statistics and Probability
A genetic experiment with peas resulted in one sample of offspring that consisted of
423
green peas and
166
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?
Solution :
Given that,
a) n = 423 + 166 = 589
x = 166
Point estimate = sample proportion = = x / n = 166 / 589 = 0.282
1 - = 1 - 0.282 = 0.718
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 (((0.282 * 0.718) / 589)
= 0.036
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.282 - 0.036 < p < 0.282 + 0.036
( 0.246 < p < 0.318 )
b) No, the confidence interval include 0.25, so the true percentage could easily equal 25%