In: Statistics and Probability
A simple random sample of 25 filtered 100-mm cigarettes of brand A is obtained, and the tar content of each cigarette is measured. The sample has a mean of 15.3 mg of tar and a standard deviation of 3.7 mg.
a) Use a 0.05 significance level to test the claim that the mean tar content of filtered 100-mm cigarettes is smaller than the mean tar content of brand B which is 22.8 mg. Use the p-value method.
b) Repeat the test using the critical value method.
c) What is the probability of a type I error in this test?
null hypothesis: HO: | μ | = | 22.8 | |
Alternate Hypothesis: Ha: | μ | < | 22.8 |
since p value is less than 0.05 we reject null hypothesis and conclude that the mean tar content of filtered 100-mm cigarettes is smaller than the mean tar content of brand B
b)
for 0.05 level with left tailed test and n-1= 24 degree of freedom, critical value of t= | 1.711 | ||||
Decision rule : reject Ho if test statistic t<-1.711 |
since test statistic -10.135 falls in rejection region we reject null hypothesis |
we have sufficient evidence to conclude that the mean tar content of filtered 100-mm cigarettes is smaller than the mean tar content of brand B |
c) type I error =significance level =0.05