In: Statistics and Probability
4.
A genetic experiment involving peas yielded one sample of offspring consisting of 408 green peas and 124 yellow peas. Use a 0.05 significance level to test the claim that under the same circumstances, 24% 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.
___________________________
What are the null and alternative hypotheses?
A.
H0: p≠0.24
H1: p<0.24
B.
H0: p≠0.24
H1: p>0.24
C.
H0: p=0.24
H1: p≠0.24
D.
H0: p=0.24
H1: p<0.24
E.
H0: p=0.24
H1: p>0.24
F.
H0: p≠0.24
____________________________________
What is the test statistic?
z= "?" (Round to two decimal places as needed.)
What is the P-value?
P-value= (Round to four decimal places as needed.)
______________________________
What is the conclusion about the null hypothesis?
A.
Reject
the null hypothesis because the P-value is
less than or equal to
the significance level,
α.
B.
Reject
the null hypothesis because the P-value is
greater than
the significance level,
α.
C.
Fail to reject
the null hypothesis because the P-value is
greater than
the significance level,
α.
D.
Fail to reject
the null hypothesis because the P-value is
less than or equal to
the significance level,
α.
_________________________________
What is the final conclusion?
A.There
is not
sufficient evidence to warrant rejection of the claim that
24%
of offspring peas will be yellow.
B.There
is
sufficient evidence to support the claim that less than
24%
of offspring peas will be yellow.
C.There
is
sufficient evidence to warrant rejection of the claim that
24%
of offspring peas will be yellow.
D.There
is not
sufficient evidence to support the claim that less than
24%
of offspring peas will be yellow.
Solution :
Given that,
= 0.24
1 - = 0.76
n = 408
x = 124
Level of significance = = 0.05
Point estimate = sample proportion = = x / n = 0.304
This a left (One) tailed test.
The null and alternative hypothesis is,
D)
Ho: p = 0.24
Ha: p < 0.24
Test statistics
z = ( - ) / *(1-) / n
= ( 0.304 - 0.24) / (0.24*0.76) / 408
= 3.02
P-value = P(Z < z )
= P(Z < 3.02)
= 0.9987
P-value > 0.05, Fail to reject the H0.
C)
Fail to reject the null hypothesis because the P-value is greater than the significance level,
D)
There is not sufficient evidence to support the claim that less than 24% of offspring peas will be yellow.