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As part of a manufacturing process, a plastic container is supposed to be filled with 46 centilitres of saltwater solution. The plant has three machines that fi ll the containers. Managers are concerned that the machines might not be filling the containers with the same amount of saltwater solution, so they set up a randomized block design to test this concern. A pool of five machine operators operates each of the three machines at diff erent times. Company technicians randomly select five containers filled by each machine (one container for each of the five operators). The measurements are gathered and analysed. The Minitab output from this analysis follows. What was the structure of the design? How many blocks were there? How many treatment classifications? Is there a statistical difference in the treatment means? Are the blocking effects significant? Discuss the implications of the output.
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pH in Rain An environmentalist wanted to determine if the mean acidity of rain differed among Alaska, Florida, and Texas. He randomly selected six rain dates at each of the three locations and obtained the following data:
(a) State the null and alternative hypotheses.
(b) Verify that the requirements to use the one-way ANOVA procedure are satisfied. Normal probability plots indicate that the sample data come from a normal population.
(c) Test the hypothesis that the mean pHs in the rainwater are the same at the  level of significance.
(d) Draw boxplots of the pH in rain for the three states to support the results obtained in part (c).
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