In: Statistics and Probability
A genetic experiment involving peas yielded one sample of offspring consisting of 448 green peas and 127 yellow peas. Use a 0.05 significance level to test the claim that under the same circumstances, 27% of offspring peas will be yellow. Identify the null hypothesis, alternative hypothesis, test statistic, P-value, conclusion about the null hypothesis, and final conclusion that addresses the original claim. Use the P-value method and the normal distribution as an approximation to the binomial distribution.
null Hypothesis: Ho: | p | = | 0.2700 | |
alternate Hypothesis: Ha: | p | ≠ | 0.2700 | |
for 0.1 level with two tailed test , critical value of z= | 1.6449 | |||
Decision rule : reject Ho if absolute value of test statistic |z|>1.645 | ||||
sample success x = | 127 | |||
sample size | n = | 575 | ||
std error =Se | =√(p*(1-p)/n) = | 0.0185 | ||
sample proportion p̂ | x/n= | 0.2209 | ||
test stat = z = | (p̂-p)/Se= | -2.6536 | ||
p value | = | 0.0080 |
as p value is less than 0.05 level of significance we reject null hypothesis
we have sufficient evidence to conclude that offspring peas that will be yellow is different from 27%.