In: Statistics and Probability
Given ˆpp^ = 0.3714 and N = 35 for the high income group,
Test the claim that the proportion of children in the
high income group that drew the nickel too large is
smaller than 50%. Test at the 0.1 significance
level.
a) Identify the correct alternative hypothesis:
Give all answers correct to 3 decimal places.
b) The test statistic value is:
c) Using the P-value method, the P-value is:
d) Based on this, we
e) Which means
Solution:
Given:
p^ = 0.3714 and N = 35 for the high income group,
Claim: the proportion of children in the high income group that drew the nickel too large is smaller than 50%.
significance level = 0.1
Part a) Identify the correct alternative hypothesis:
Claim is directional to left side, thus this is left tailed test.
Thus
H1: p < 0.50
Part b) The test statistic value is:
Part c) Using the P-value method, the P-value is:
P-value = P( Z< -1.522 )
Use following Excel command to get P-value:
=NORM.S.DIST(z,cumulative)
=NORM.S.DIST(-1.522,TRUE)
=0.064
Thus
P-value = 0.064
Part d) Based on this, we:
Decision Rule:
Reject null hypothesis H0, if P-value < 0.10 level of
significance, otherwise we fail to reject H0
Since P-value = 0.064 < 0.10 level of significance, we reject
null hypothesis H0.
Thus correct answer is: Reject H0
Part e) Which means
The sample data supports the claim