Assume that a simple random sample has been selected from a normally distributed population and test the given claim. Identify the null and alternative hypotheses, test statistic, and state the final conclusion that addresses the original claim.
A simple random sample of filtered 100 mm cigarettes is obtained, and the tar content of each cigarette is measured. The sample has a mean of mg and a standard deviation of mg. Use a significance level to test the claim that the mean tar content of filtered 100 mm cigarettes is less than mg, which is the mean for unfiltered king size cigarettes. What do the results suggest, if anything, about the effectiveness of the filters?