Sodium content. A researcher studied the sodium content in lager beer by
selecting at random six brands from the large number of brands of U.S. and
Canadian beers sold in a metropolitan area. The researcher then chose eight 12
-ounce cans or bottles of each selected brand at random from retail outlets in
the area and measured the sodium content (in milligrams) of each can or
bottle. The observations follow.
$$\begin{array}{cccccccc}
& & & & i\\\
\hline i & 1 & 2 & 3 & 4 & 5 & 6 & 7 & 8 \\
\hline 1 & 24.4 & 22.6 & 23.8 & 22.0 & 24.5 & 22.3 & 25.0 & 24.5 \\
2 & 10.2 & 12.1 & 10.3 & 10.2 & 9.9 & 11.2 & 12.0 & 9.5 \\
. . & . . & . . & . . & . . . & & & . . & . . \\
6 & 21.3 & 20.2 & 20.7 & 20.8 & 20.1 & 18.8 & 21.1 & 20.3
\end{array}$$
Assume that ANOVA model (25.1) is applicable.
a. Test whether or not the mean sodium content is the same in all brands sold
in the metropolitan area: use \(\alpha=.01 .\) State the alternatives. decision
rule, and conclusion. What is the \(P\) -value of the test?
b. Estimate the mean sodium content for all brands; use a 99 percent
confidence interval.