In: Statistics and Probability
A simple random sample of 27 filtered 100-mm cigarettes is obtained from a normally distributed population, and the tar content of each cigarette is measured. The sample has a standard deviation of 0.20 mg. Use a 0.05 significance level to test the claim that the tar content of filtered 100-mm cigarettes has a standard deviation different from 0.30 mg, which is the standard deviation for unfiltered king-size cigarettes. Complete parts (a) through (d) below.
A. Identify the null and alternative hypotheses for this test.
B. Identify the test statistic for this hypothesis test.
C. Identify the P-value for this hypothesis test.
D. Identify the conclusion for this hypothesis test.
A.
Claim the tar content of filtered 100-mm cigarettes has a standard deviation different from 0.30 mg
Hypothesized population standard deviation : = 0.30
Null hypothesis :
Alternate hypothesis :
Two tailed test
B.
s : sample standard deviation : 0.20
n : sample size = 27
C.
for two tailed test :
Degrees of freedom = n-1 =27-1 =26
For 26 degrees of freedom ;
D.
Level of significance = 0.05
As P-Value is less than Level of significance i.e (P-value:0.0132 < 0.05:Level of significance); Reject Null Hypothesis
There is sufficient evidence to conclude that the tar content of filtered 100-mm cigarettes has a standard deviation different from 0.30 mg