In: Statistics and Probability
A company claims to manufacture paper clips with a standard
deviation of less than 0.12g. A
set of 71 paper clips has a sample standard deviation of 0.10 g. Is
the claim supported by the test?
Solution:
Given:
Claim: paper clips has a standard deviation of less than 0.12g.
Sample size = n = 71
sample standard deviation = s = 0.10 g.
Step 1) State H0 and H1:
Vs
Step 2) Test statistic:
Step 3) Critical value:
df = n - 1 = 71 - 1 = 70
level of significance = 0.05
Since this is left tailed test, find area = 1-0.05= 0.95
Chi-square critical value = 51.739
Step 4) Decision Rule:
Reject null hypothesis H0, if Chi square test statistic < Chi-square critical value = 51.739, otherwise we fail to reject H0.
Since Chi square test statistic = < Chi-square critical value = 51.739, we reject null hypothesis H0.
Step 5) Conclusion:
At 0.05 significance level, we have sufficient evidence to support the claim that paper clips has a standard deviation of less than 0.12g.